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Posted to commits@pulsar.apache.org by gi...@apache.org on 2026/06/11 21:48:35 UTC

(pulsar-site) branch asf-site-next updated: Site updated at revision 1ace1ab7b0d4

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The following commit(s) were added to refs/heads/asf-site-next by this push:
     new 9d14138ca49 Site updated at revision 1ace1ab7b0d4
9d14138ca49 is described below

commit 9d14138ca497d91f7808cf5100326d2603682022
Author: lhotari <lh...@users.noreply.github.com>
AuthorDate: Thu Jun 11 21:48:27 2026 +0000

    Site updated at revision 1ace1ab7b0d4
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+</div></div></div></div><div><section class=Cards_p7UD><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=_6ExVHgUg2g" style=background-image:url(/assets/images/su-ning-5868e347e9ce12b9808d37959ef4e4fc.png)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
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-</div></div></a><h3 class=CompanyName__DpE>WeChat</h3><p>We started our exploration of Apache Pulsar when we decided to build a message queuing system that is capable of handling large-scale traffic and is easy to use and maintain. After evaluating some of the most popular messaging tools, we were confident that Pulsar would be the best choice for our message queuing platform. Pulsar’s most attractive features to us are the following.</div><div class=Card_Jpwi><a target=_blank class=Card [...]
+</div></div></a><h3 class=CompanyName__DpE>Su Ning</h3><p>Building Apache Pulsar from scratch on top of the Kafka integration platform helps to achieve the goal of multi-site high availability</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=-pQ6zRz6ij8" style=background-image:url(/img/clever-cloud.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Iterable</h3><p>Pulsar provided the right balance of scalability, reliability, and features to replace RabbitMQ at Iterable and, ultimately, to replace other messaging systems like Kafka and Amazon SQS.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://www.proxyclick.com/blog/meet-the-proxyclicker-thomas-mouchart style=background-image:url(/img/proxyclick.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width [...]
+</div></div></a><h3 class=CompanyName__DpE>Clever Cloud</h3><p>We're using Apache Pulsar as the foundation for our cloud backbone and developed KoP (Kafka on Pulsar).</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=ra9o9_vPeUE" style=background-image:url(/img/ovhcloud.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>ProxyClick</h3><p>It gives us consistency with the messages in the queue. It also allows us to replay messages, and it’s a very powerful tool for the distributed systems that like us.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=meDBzeintyE" style=background-image:url(/assets/images/softtech-6cd63b882bf13e54d50959c9030f9a37.png)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=2 [...]
+</div></div></a><h3 class=CompanyName__DpE>OVHCloud</h3><p>We decided to shift and build the foundation of our 'topic-as-a-service' product called ioStream on Apache Pulsar.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=myJ43xfZHsg" style=background-image:url(/assets/images/belvedere-trading-2069cdd5548bedb25c69d6d7dab8bf19.png)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xm [...]
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Softtech</h3><p>Softtech built an event-based consent management system with an average throughput of 500 Million messages per day on Pulsar.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=vS4yk4bbLN0" style=background-image:url(/img/narvar.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
+</div></div></a><h3 class=CompanyName__DpE>Belvedere Trading</h3><p>Leveraging Pulsar to stream exchange market data to the cloud.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://techmonitor.ai/techonology/software/apache-pulsar style=background-image:url(/img/edge-by-ascential.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Narvar</h3><p>Narvar’s platform is built with pub-sub messaging at its core, making reliability, scalability, maintainability, and flexibility business critical.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://turtlequeue.com/blog/Why%20TurtleQueue style="background-image:url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAQ4AAABkCAYAAAB3qd4tAAAABGdBTUEAALGPC/xhBQAAACBjSFJNAAB6JgAAgIQAAPoAAACA6AAAdTAAAOpgAAA6mAAAF3Ccu [...]
+</div></div></a><h3 class=CompanyName__DpE>Edge by Ascential (One Click Retail)</h3><p>Because of Pulsar’s unique combination of messaging and stream processing, we’ve been able to replace multiple systems with one solution that works seamlessly in our Kubernetes environment.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://www.proxyclick.com/blog/meet-the-proxyclicker-thomas-mouchart style=background-image:url(/img/proxyclick.svg)><div class=LinkIcon_RFXx><di [...]
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>TurtleQueue</h3><p>Apache Pulsar (upon which TurtleQueue is built) builds on top of the same foundation and improves on it. It exposes a cursor that advances to consume the next message. The cursor's position can be changed to something else, like the beginning of the queue.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-story/tuya/ style=background-image:url(/img/tuya.svg)><div class=LinkIco [...]
+</div></div></a><h3 class=CompanyName__DpE>ProxyClick</h3><p>It gives us consistency with the messages in the queue. It also allows us to replay messages, and it’s a very powerful tool for the distributed systems that like us.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=ViX1wJTmRmk" style=background-image:url(/assets/images/instructure-3ebb4fe095e46f5230ed2e063d363cbc.webp)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg wid [...]
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Tuya</h3><p>Tuya settled on Apache Pulsar because it proved to be the most adept at handling the accumulation of messages and repeated consumption. The addition of Pulsar has made Tuya’s message system much more efficient, resulting in lower operational and maintenance costs.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=Bx4csRi1b8Y&list=PLA7KYGkuAD071myyg4X5ShsDHsOaIpHOq&index=1" style=bac [...]
+</div></div></a><h3 class=CompanyName__DpE>Instructure</h3><p>We researched, advocated, built, integrated, and established Apache Pulsar at Instructure in less than a year.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=ZZHMg3Yuuas" style=background-image:url(/img/tencent.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Nutanix</h3><p>Apache Pulsar offers server as well as client side support for the structured streaming. We have been using Pulsar for asynchronous communication among microservices in our Nutanix Beam app for over an year in production.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-story/bigo/ style=background-image:url(/assets/images/bigo-7370e58fbaaf15f28062563c89c3ba32.webp)><div class=Li [...]
+</div></div></a><h3 class=CompanyName__DpE>Tencent</h3><p>After nearly 10 years of development of Tencent Game big data, the daily data transmission volume can reach 1.7 trillion. As the key component of the big data platform, the MQ system is critical to provide real-time service operational quality assurance, which requires the support of various applications such as real-time game operational service, real-time index data analysis, and real-time personalized recommendation. </div><div [...]
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>BIGO</h3><p>The messaging team at BIGO found themselves overwhelmed by the massive amounts of data when using Kafka. They then started to learn Apache Pulsar and ran some tests with it, after which they believed Pulsar could be a solution to their challenges. They use Pulsar as a key component in their real-time messaging architecture, which has helped them reduce the hardware cost by 50%.</div><div class=Card_Jpwi><a target=_blank class=CardIma [...]
+</div></div></a><h3 class=CompanyName__DpE>Iterable</h3><p>Pulsar provided the right balance of scalability, reliability, and features to replace RabbitMQ at Iterable and, ultimately, to replace other messaging systems like Kafka and Amazon SQS.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://turtlequeue.com/blog/Why%20TurtleQueue style="background-image:url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAQ4AAABkCAYAAAB3qd4tAAAABGdBTUEAALGPC/xhBQAAACBjSFJNAAB6 [...]
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>China Mobile</h3><p>China Mobile's practice and experience in Pulsar will be shared, such as Pulsar's Kubernetes cluster optimization and tenant function improvement.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=jw5UVhsEIcQ" style=background-image:url(/img/ksyun.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.o [...]
+</div></div></a><h3 class=CompanyName__DpE>TurtleQueue</h3><p>Apache Pulsar (upon which TurtleQueue is built) builds on top of the same foundation and improves on it. It exposes a cursor that advances to consume the next message. The cursor's position can be changed to something else, like the beginning of the queue.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://www.datastax.com/blog/how-apache-pulsar-helps-vivy-connect-healthcare-professionals-and-users st [...]
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Ksyun</h3><p>Currently, our service supports log query and monitoring for many businesses, and processes tens of terabytes of data every day. With Pulsar, we can scale up partitions and merge partitions easily, and process millions of topics.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-stories/discord style=background-image:url(/img/discord.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_ [...]
+</div></div></a><h3 class=CompanyName__DpE>Vivy</h3><p>We found Pulsar, an alternative we really liked from the development point of view—the client is really nice, as well as from the operational point of view; it supports separate bookies and less load on ZooKeeper.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=GKh7a8-ZjD4" style=background-image:url(/img/micro-focus.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width [...]
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Discord</h3><p>Discord encountered the task of enhancing its live streaming machine learning platform to tackle safety and personalization concerns, like restricting spam access or safeguarding Discord users' accounts from potential breaches. The current setup was designed for heuristics, not for machine learning. The necessity for a reliable, scalable, and real-time solution prompted them to consider incorporating Apache Flink, Pulsar, and Iceb [...]
+</div></div></a><h3 class=CompanyName__DpE>Micro Focus</h3><p>Modern IT and application environments are increasingly complex, transitioning to cloud, and large in scale. The managed resources, services and applications in these environments generate tremendous data that needs to be observed, consumed and analyzed in real time (or later) by management tools to create insights and to drive operational actions and decisions.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT h [...]
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Newland</h3><p>Apache Pulsar has multi-layer and segment-centric architecture and supports geo-replication. We can query data with PulsarSQL, and create complex processing logic without deploying other systems with Pulsar Functions. </div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://www.datastax.com/blog/how-apache-pulsar-helps-vivy-connect-healthcare-professionals-and-users style=background-image:url(/img/vivy.svg)><d [...]
+</div></div></a><h3 class=CompanyName__DpE>Cisco</h3><p>Cisco IoT Control Center is among the world's largest IoT platforms, with numerous data centers spread across continents, hosting thousands of applications for the management of hundreds of millions of IoT devices, including connected cars and wireless phones. Cisco underwent a two-year process of transforming their platform into a cloud-native GitOps platform, where Pulsar replaced legacy message queue services and is deployed acro [...]
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Vivy</h3><p>We found Pulsar, an alternative we really liked from the development point of view—the client is really nice, as well as from the operational point of view; it supports separate bookies and less load on ZooKeeper.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-story/getui/ style=background-image:url(/assets/images/getui-ad78ae6b3df2a61c8a068339fc409cb0.png)><div class=LinkIcon_RFX [...]
+</div></div></a><h3 class=CompanyName__DpE>Qraft</h3><p>We choose Pulsar for its ability to manage distributed transactions within a microservice architecture and its feature flexibility. Pulsar now plays an essential part in helping our AI-powered order execution system to find the optimal strategy in real time.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=pmaCG1SHAW8" style=background-image:url(/img/overstock.svg)><div class=Link [...]
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-</div></div></a><h3 class=CompanyName__DpE>GeTui</h3><p>We adopted Pulsar for the new priority-based push notification solution.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-story/keytop/ style=background-image:url(/assets/images/keytop-91b4292af74354c036f3478596fd47b3.png)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
+</div></div></a><h3 class=CompanyName__DpE>Overstock</h3><p>By combining Apache Pulsar Functions with Apache Ignite, we achieve low latency lookup performance for real-time enrichment of data, which is useful for search and other real-time use cases.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://tech.attentive.com/articles/goodbye-distributed-locks style=background-image:url(/img/Attentive_Logo.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg widt [...]
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Keytop</h3><p>Keytop redesigned its messaging system by using Apache Pulsar as the backbone of its architecture. Its geo-replication feature helps Keytop securely store mission-critical data across multiple data centers.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-story/zhaopin/ style=background-image:url(/img/zhaopin.png)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 heig [...]
+</div></div></a><h3 class=CompanyName__DpE>Attentive</h3><p>Attentive, the AI marketing platform for leading brands, relies on Apache Pulsar as the backbone of its messaging system—ensuring the delivery of billions of messages with exceptional reliability and scale. Pulsar's built-in subscription types helped provide mutual exclusivity at scale, while maintaining high throughput and fault tolerance — and enabled us to meet critical business requirements without a massive infrastructure r [...]
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-</div></div></a><h3 class=CompanyName__DpE>Zhaopin</h3><p>We are very happy with our choice of Pulsar and the performance and reliability it provides.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=N195msPyC_A" style=background-image:url(/img/appen.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
+</div></div></a><h3 class=CompanyName__DpE>Zhaopin</h3><p>We are very happy with our choice of Pulsar and the performance and reliability it provides.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-story/sina-weibo/ style=background-image:url(/img/sina-weibo.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
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-</div></div></a><h3 class=CompanyName__DpE>Appen China</h3><p>When serving a large volume of data collection and annotation, we faced some challenges on task distribution, anti-scamming and AI model training. We adopted the Apache Pulsar and NoSQL database solution to resolve those pain points and keep the flexibility. </div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://tech.attentive.com/articles/goodbye-distributed-locks style=background-image:url(/img/Attenti [...]
+</div></div></a><h3 class=CompanyName__DpE>Sina Weibo</h3><p>Sina Weibo selected Apache Pulsar and KoP (Kafka on Pulsar) due to Pulsar’s great scalability and KoP’s native support for Kafka clients. It also achieved better metadata consistency by introducing a new component Metadata Event Handler in KoP.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=vE7aKZT9r7k" style=background-image:url(/assets/images/cogito-corp-5096a3c1423b0bfce [...]
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Attentive</h3><p>Attentive, the AI marketing platform for leading brands, relies on Apache Pulsar as the backbone of its messaging system—ensuring the delivery of billions of messages with exceptional reliability and scale. Pulsar's built-in subscription types helped provide mutual exclusivity at scale, while maintaining high throughput and fault tolerance — and enabled us to meet critical business requirements without a massive infrastructure r [...]
+</div></div></a><h3 class=CompanyName__DpE>Cogito Corp</h3><p>Cogito uses Pulsar for streaming real time audio and analytic results and utilizes the vital deduplication feature</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=RC2zIiShjKE" style=background-image:url(/img/huawei.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Overstock</h3><p>By combining Apache Pulsar Functions with Apache Ignite, we achieve low latency lookup performance for real-time enrichment of data, which is useful for search and other real-time use cases.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-story/sina-weibo/ style=background-image:url(/img/sina-weibo.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 v [...]
+</div></div></a><h3 class=CompanyName__DpE>Huawei Cloud</h3><p>Huawei Cloud IoT requires a reliable messaging platform. After comparing the capabilities and features of multiple messaging systems, the design of Apache Pulsar is what made it our choice. </div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-story/bigo/ style=background-image:url(/assets/images/bigo-7370e58fbaaf15f28062563c89c3ba32.webp)><div class=LinkIcon_RFXx><div class=Svg [...]
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Sina Weibo</h3><p>Sina Weibo selected Apache Pulsar and KoP (Kafka on Pulsar) due to Pulsar’s great scalability and KoP’s native support for Kafka clients. It also achieved better metadata consistency by introducing a new component Metadata Event Handler in KoP.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://databricks.com/session_na20/apache-pulsar-the-next-generation-messaging-and-queuing-system style=background-i [...]
+</div></div></a><h3 class=CompanyName__DpE>BIGO</h3><p>The messaging team at BIGO found themselves overwhelmed by the massive amounts of data when using Kafka. They then started to learn Apache Pulsar and ran some tests with it, after which they believed Pulsar could be a solution to their challenges. They use Pulsar as a key component in their real-time messaging architecture, which has helped them reduce the hardware cost by 50%.</div><div class=Card_Jpwi><a target=_blank class=CardIma [...]
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Splunk</h3><p>Pulsar guarantees data consistency and durability while maintaining strict SLAs for throughput and latency. Furthermore, Apache Pulsar integrates Pulsar Functions, a lambda style framework to write serverless functions to natively process data immediately upon arrival. This serverless stream processing approach is ideal for lightweight processing tasks like filtering, data routing and transformations.</div><div class=Card_Jpwi><a t [...]
+</div></div></a><h3 class=CompanyName__DpE>vivo</h3><p>After comparing different streaming and messaging tools, vivo began to learn Apache Pulsar and explored its features in scalability, fault tolerance, and load balancing. As vivo put Apache Pulsar into use, it summarized some useful practices in bundle and data management. vivo built its monitoring architecture based on Pulsar and created its customized Pulsar metrics for better observability.</div><div class=Card_Jpwi><a target=_blan [...]
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Bestpay (Orange Finance)</h3><p>Together with a unified computing engine like Spark, Apache Pulsar is able to boost the efficiency of our risk-control decision deployment. Thus, we are able to provide merchants and consumers with safe, convenient, and efficient services.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/blog/case/2023-01-10-handling-100k-consumers-with-one-pulsar-topic/ style=background [...]
+</div></div></a><h3 class=CompanyName__DpE>Softtech</h3><p>Softtech built an event-based consent management system with an average throughput of 500 Million messages per day on Pulsar.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://databricks.com/session_na20/apache-pulsar-the-next-generation-messaging-and-queuing-system style=background-image:url(/img/splunk.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fi [...]
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>NTT Software Innovation Center</h3><p>Pulsar has a flexible design and its performance is already good enough for many use cases. The NTT Software Innovation Center ran different performance tests and implemented its own subscription model in Pulsar to further improve its performance. This has allowed them to use one Pulsar topic to support 100K consumers in their IoT scenario.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href [...]
+</div></div></a><h3 class=CompanyName__DpE>Splunk</h3><p>Pulsar guarantees data consistency and durability while maintaining strict SLAs for throughput and latency. Furthermore, Apache Pulsar integrates Pulsar Functions, a lambda style framework to write serverless functions to natively process data immediately upon arrival. This serverless stream processing approach is ideal for lightweight processing tasks like filtering, data routing and transformations.</div><div class=Card_Jpwi><a t [...]
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Edge by Ascential (One Click Retail)</h3><p>Because of Pulsar’s unique combination of messaging and stream processing, we’ve been able to replace multiple systems with one solution that works seamlessly in our Kubernetes environment.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=myJ43xfZHsg" style=background-image:url(/assets/images/belvedere-trading-2069cdd5548bedb25c69d6d7dab8bf19.png)><d [...]
+</div></div></a><h3 class=CompanyName__DpE>Intuit</h3><p>We adopted Pulsar for our next generation platform and adapted it for Intuit specific requirements.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=h2-cjNJjzzE" style=background-image:url(/img/netdata.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Belvedere Trading</h3><p>Leveraging Pulsar to stream exchange market data to the cloud.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=h2-cjNJjzzE" style=background-image:url(/img/netdata.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
+</div></div></a><h3 class=CompanyName__DpE>Netdata</h3><p>The heart of Netdata Cloud is Pulsar. Almost every message coming from and going to the open source agents passes through Pulsar. Pulsar's infinite number of topics has given us the flexibility we needed and in some cases, every single Netdata Agent has its own unique Pulsar topic.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=M11MkYC_K3k" style=background-image:url(/img/yaho [...]
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Netdata</h3><p>The heart of Netdata Cloud is Pulsar. Almost every message coming from and going to the open source agents passes through Pulsar. Pulsar's infinite number of topics has given us the flexibility we needed and in some cases, every single Netdata Agent has its own unique Pulsar topic.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=2nzV27lHsis" style=background-image:url(/assets/i [...]
+</div></div></a><h3 class=CompanyName__DpE>Yahoo! Japan!</h3><p>We adopted Pulsar because of its great performance, scalability and multi-tenancy capability. Indeed, Pulsar has played an important role to provide our 100+ services in various areas such as e-commerce, media, advertising and more. </div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=F402mUTmOIc" style=background-image:url(/assets/images/dada-group-babab4f2c4589b43faaeb050ad [...]
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Flipkart</h3><p>At Flipkart, there are multiple use-cases for high throughput messaging like streaming/batch pipelines, ordered processing, auditing, etc. Pulsar offers different kinds of isolation mechanisms: cluster peering, isolation groups, produce/dispatch quotas, etc. We identified that offering topic-as-a-service can take away operational complexity for these teams and help us enforce stricter SLAs around uptime and geo-replication. There [...]
+</div></div></a><h3 class=CompanyName__DpE>Dada Group</h3><p>Apache Pulsar has attracted our attention with its excellent features and great architecture.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=ZWUASlc1Xss" style=background-image:url(/img/china-mobile.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Yahoo! Japan!</h3><p>We adopted Pulsar because of its great performance, scalability and multi-tenancy capability. Indeed, Pulsar has played an important role to provide our 100+ services in various areas such as e-commerce, media, advertising and more. </div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=RC2zIiShjKE" style=background-image:url(/img/huawei.svg)><div class=LinkIcon_RFXx><div class [...]
+</div></div></a><h3 class=CompanyName__DpE>China Mobile</h3><p>China Mobile's practice and experience in Pulsar will be shared, such as Pulsar's Kubernetes cluster optimization and tenant function improvement.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=Bx4csRi1b8Y&list=PLA7KYGkuAD071myyg4X5ShsDHsOaIpHOq&index=1" style=background-image:url(/img/nutanix.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 v [...]
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Huawei Cloud</h3><p>Huawei Cloud IoT requires a reliable messaging platform. After comparing the capabilities and features of multiple messaging systems, the design of Apache Pulsar is what made it our choice. </div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://yahooeng.tumblr.com/post/150078336821/open-sourcing-pulsar-pub-sub-messaging-at-scale#notes?ref_url=https://yahooeng.tumblr.com/post/150078336821/open-sourcing- [...]
+</div></div></a><h3 class=CompanyName__DpE>Nutanix</h3><p>Apache Pulsar offers server as well as client side support for the structured streaming. We have been using Pulsar for asynchronous communication among microservices in our Nutanix Beam app for over an year in production.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-story/keytop/ style=background-image:url(/assets/images/keytop-91b4292af74354c036f3478596fd47b3.png)><div class [...]
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Yahoo!</h3><p>We deployed our first Pulsar instance in Q2 2015. Pulsar use has rapidly grown since then, and as of today, Yahoo runs Pulsar at scale.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=pDAh-gh-aZ0" style=background-image:url(/img/verizon-media.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
+</div></div></a><h3 class=CompanyName__DpE>Keytop</h3><p>Keytop redesigned its messaging system by using Apache Pulsar as the backbone of its architecture. Its geo-replication feature helps Keytop securely store mission-critical data across multiple data centers.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=2nzV27lHsis" style=background-image:url(/assets/images/flipkart-12ee3c87a2ad33eb63c41591d999ccf3.png)><div class=LinkIcon_RFXx [...]
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>Verizon Media</h3><p>Apache Pulsar provides various solutions for TLS proxy and Pulsar is the only messaging system that supports SNI proxy to leverage various enterprise proxy solutions.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-story/vivo/ style=background-image:url(/img/vivo.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xml [...]
+</div></div></a><h3 class=CompanyName__DpE>Flipkart</h3><p>At Flipkart, there are multiple use-cases for high throughput messaging like streaming/batch pipelines, ordered processing, auditing, etc. Pulsar offers different kinds of isolation mechanisms: cluster peering, isolation groups, produce/dispatch quotas, etc. We identified that offering topic-as-a-service can take away operational complexity for these teams and help us enforce stricter SLAs around uptime and geo-replication. There [...]
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>vivo</h3><p>After comparing different streaming and messaging tools, vivo began to learn Apache Pulsar and explored its features in scalability, fault tolerance, and load balancing. As vivo put Apache Pulsar into use, it summarized some useful practices in bundle and data management. vivo built its monitoring architecture based on Pulsar and created its customized Pulsar metrics for better observability.</div><div class=Card_Jpwi><a target=_blan [...]
+</div></div></a><h3 class=CompanyName__DpE>Bestpay (Orange Finance)</h3><p>Together with a unified computing engine like Spark, Apache Pulsar is able to boost the efficiency of our risk-control decision deployment. Thus, we are able to provide merchants and consumers with safe, convenient, and efficient services.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/blog/wechat-using-apache-pulsar-support-high-throughput-real-time-recommendation-ser [...]
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>THG</h3><p>We quickly tested Pulsar and found it simple enough to validate some example scenarios in a day of effort</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=ra9o9_vPeUE" style=background-image:url(/img/ovhcloud.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
+</div></div></a><h3 class=CompanyName__DpE>WeChat</h3><p>We started our exploration of Apache Pulsar when we decided to build a message queuing system that is capable of handling large-scale traffic and is easy to use and maintain. After evaluating some of the most popular messaging tools, we were confident that Pulsar would be the best choice for our message queuing platform. Pulsar’s most attractive features to us are the following.</div><div class=Card_Jpwi><a target=_blank class=Card [...]
   <path d="M9 2.75H3.75C2.64543 2.75 1.75 3.64543 1.75 4.75V16.25C1.75 17.3546 2.64543 18.25 3.75 18.25H15.25C16.3546 18.25 17.25 17.3546 17.25 16.25V11M18.25 1.75L11 9M18.25 1.75H14.75M18.25 1.75V5.25" stroke=#282826 stroke-width=1.5 stroke-linecap=round stroke-linejoin=round />
 </svg>
-</div></div></a><h3 class=CompanyName__DpE>OVHCloud</h3><p>We decided to shift and build the foundation of our 'topic-as-a-service' product called ioStream on Apache Pulsar.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=F402mUTmOIc" style=background-image:url(/assets/images/dada-group-babab4f2c4589b43faaeb050ad167290.png)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=htt [...]
+</div></div></a><h3 class=CompanyName__DpE>Pandio</h3><p>Pulsar’s flexibility makes it easy to scale and increase your capacity across hundreds of nodes as your needs change Reliable, Low-Latency: Pulsar enables you to scale to more than a million topics with little latency (&lt; 5ms) for publishing.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://medium.com/thg-tech-blog/a-feather-in-their-caps-4c4083cf9f46 style=background-image:url(/img/thg.svg)><div class [...]
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-</div></div></a><h3 class=CompanyName__DpE>Dada Group</h3><p>Apache Pulsar has attracted our attention with its excellent features and great architecture.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=ZZHMg3Yuuas" style=background-image:url(/img/tencent.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
+</div></div></a><h3 class=CompanyName__DpE>THG</h3><p>We quickly tested Pulsar and found it simple enough to validate some example scenarios in a day of effort</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=N195msPyC_A" style=background-image:url(/img/appen.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
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+</div></div></a><h3 class=CompanyName__DpE>Appen China</h3><p>When serving a large volume of data collection and annotation, we faced some challenges on task distribution, anti-scamming and AI model training. We adopted the Apache Pulsar and NoSQL database solution to resolve those pain points and keep the flexibility. </div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=jw5UVhsEIcQ" style=background-image:url(/img/ksyun.svg)><div class=L [...]
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-</div></div></a><h3 class=CompanyName__DpE>Micro Focus</h3><p>Modern IT and application environments are increasingly complex, transitioning to cloud, and large in scale. The managed resources, services and applications in these environments generate tremendous data that needs to be observed, consumed and analyzed in real time (or later) by management tools to create insights and to drive operational actions and decisions.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT h [...]
+</div></div></a><h3 class=CompanyName__DpE>Ksyun</h3><p>Currently, our service supports log query and monitoring for many businesses, and processes tens of terabytes of data every day. With Pulsar, we can scale up partitions and merge partitions easily, and process millions of topics.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=vS4yk4bbLN0" style=background-image:url(/img/narvar.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ube [...]
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-</div></div></a><h3 class=CompanyName__DpE>Cisco</h3><p>Cisco IoT Control Center is among the world's largest IoT platforms, with numerous data centers spread across continents, hosting thousands of applications for the management of hundreds of millions of IoT devices, including connected cars and wireless phones. Cisco underwent a two-year process of transforming their platform into a cloud-native GitOps platform, where Pulsar replaced legacy message queue services and is deployed acro [...]
+</div></div></a><h3 class=CompanyName__DpE>Narvar</h3><p>Narvar’s platform is built with pub-sub messaging at its core, making reliability, scalability, maintainability, and flexibility business critical.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-story/tuya/ style=background-image:url(/img/tuya.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
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-</div></div></a><h3 class=CompanyName__DpE>Pandio</h3><p>Pulsar’s flexibility makes it easy to scale and increase your capacity across hundreds of nodes as your needs change Reliable, Low-Latency: Pulsar enables you to scale to more than a million topics with little latency (&lt; 5ms) for publishing.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=_6ExVHgUg2g" style=background-image:url(/assets/images/su-ning-5868e347e9ce12b9808d37959 [...]
+</div></div></a><h3 class=CompanyName__DpE>Tuya</h3><p>Tuya settled on Apache Pulsar because it proved to be the most adept at handling the accumulation of messages and repeated consumption. The addition of Pulsar has made Tuya’s message system much more efficient, resulting in lower operational and maintenance costs.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-stories/discord style=background-image:url(/img/discord.svg)><div class [...]
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-</div></div></a><h3 class=CompanyName__DpE>Su Ning</h3><p>Building Apache Pulsar from scratch on top of the Kafka integration platform helps to achieve the goal of multi-site high availability</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=vE7aKZT9r7k" style=background-image:url(/assets/images/cogito-corp-5096a3c1423b0bfce15bed701ed4a51a.png)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" [...]
+</div></div></a><h3 class=CompanyName__DpE>Discord</h3><p>Discord encountered the task of enhancing its live streaming machine learning platform to tackle safety and personalization concerns, like restricting spam access or safeguarding Discord users' accounts from potential breaches. The current setup was designed for heuristics, not for machine learning. The necessity for a reliable, scalable, and real-time solution prompted them to consider incorporating Apache Flink, Pulsar, and Iceb [...]
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-</div></div></a><h3 class=CompanyName__DpE>Cogito Corp</h3><p>Cogito uses Pulsar for streaming real time audio and analytic results and utilizes the vital deduplication feature</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=ViX1wJTmRmk" style=background-image:url(/assets/images/instructure-3ebb4fe095e46f5230ed2e063d363cbc.webp)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmln [...]
+</div></div></a><h3 class=CompanyName__DpE>GeTui</h3><p>We adopted Pulsar for the new priority-based push notification solution.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://yahooeng.tumblr.com/post/150078336821/open-sourcing-pulsar-pub-sub-messaging-at-scale#notes?ref_url=https://yahooeng.tumblr.com/post/150078336821/open-sourcing-pulsar-pub-sub-messaging-at-scale/embed#_=_" style=background-image:url(/img/yahoo.svg)><div class=LinkIcon_RFXx><div class=S [...]
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-</div></div></a><h3 class=CompanyName__DpE>Instructure</h3><p>We researched, advocated, built, integrated, and established Apache Pulsar at Instructure in less than a year.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=CmyHUN5MRUU" style=background-image:url(/img/intuit.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
+</div></div></a><h3 class=CompanyName__DpE>Yahoo!</h3><p>We deployed our first Pulsar instance in Q2 2015. Pulsar use has rapidly grown since then, and as of today, Yahoo runs Pulsar at scale.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-story/emq/ style="background-image:url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAgAAAAIACAMAAADDpiTIAAABKVBMVEUAAAA5OUI1PEQ0OEIAsnMAsnMAsXQAsXMAs3cAtHo0N0IAt38As3QAsnUAs3U1OEI4OUUSyYg0N0E2OUM+Q [...]
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-</div></div></a><h3 class=CompanyName__DpE>Intuit</h3><p>We adopted Pulsar for our next generation platform and adapted it for Intuit specific requirements.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-story/qraft/ style=background-image:url(/assets/images/qraft-8d4371f41249076dc23e92b922e3f9e8.png)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 viewBox="0 0 20 20" fill=none xmlns=http://www.w3.org/2000/svg>
+</div></div></a><h3 class=CompanyName__DpE>EMQ</h3><p>ActorCloud uses Apache Pulsar to store and process streaming data, leverages Apache Pulsar Functions to handle data faster and analyzes IoT data through the SQL engine exposed to the upper layer.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=pDAh-gh-aZ0" style=background-image:url(/img/verizon-media.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width=20 height=20 vie [...]
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-</div></div></a><h3 class=CompanyName__DpE>Qraft</h3><p>We choose Pulsar for its ability to manage distributed transactions within a microservice architecture and its feature flexibility. Pulsar now plays an essential part in helping our AI-powered order execution system to find the optimal strategy in real time.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href="https://www.youtube.com/watch?v=-pQ6zRz6ij8" style=background-image:url(/img/clever-cloud.svg)><div class=L [...]
+</div></div></a><h3 class=CompanyName__DpE>Verizon Media</h3><p>Apache Pulsar provides various solutions for TLS proxy and Pulsar is the only messaging system that supports SNI proxy to leverage various enterprise proxy solutions.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/blog/case/2023-01-10-handling-100k-consumers-with-one-pulsar-topic/ style=background-image:url(/img/ntt.svg)><div class=LinkIcon_RFXx><div class=SvgIcon_Ubel><svg width [...]
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-</div></div></a><h3 class=CompanyName__DpE>Clever Cloud</h3><p>We're using Apache Pulsar as the foundation for our cloud backbone and developed KoP (Kafka on Pulsar).</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href=https://streamnative.io/success-story/emq/ style="background-image:url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAgAAAAIACAMAAADDpiTIAAABKVBMVEUAAAA5OUI1PEQ0OEIAsnMAsnMAsXQAsXMAs3cAtHo0N0IAt38As3QAsnUAs3U1OEI4OUUSyYg0N0E2OUM+Q0wAsnM2OUIAsXNKSl80N0EAxIk [...]
+</div></div></a><h3 class=CompanyName__DpE>NTT Software Innovation Center</h3><p>Pulsar has a flexible design and its performance is already good enough for many use cases. The NTT Software Innovation Center ran different performance tests and implemented its own subscription model in Pulsar to further improve its performance. This has allowed them to use one Pulsar topic to support 100K consumers in their IoT scenario.</div><div class=Card_Jpwi><a target=_blank class=CardImage_CIPT href [...]
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 </svg>
-</div></div></a><h3 class=CompanyName__DpE>EMQ</h3><p>ActorCloud uses Apache Pulsar to store and process streaming data, leverages Apache Pulsar Functions to handle data faster and analyzes IoT data through the SQL engine exposed to the upper layer.</div></section></div></form></section></div></section></div><footer class="theme-layout-footer footer"><div class="container container-fluid"><div class="row footer__links"><div class="theme-layout-footer-column col footer__col"><div class=fo [...]
+</div></div></a><h3 class=CompanyName__DpE>Newland</h3><p>Apache Pulsar has multi-layer and segment-centric architecture and supports geo-replication. We can query data with PulsarSQL, and create complex processing logic without deploying other systems with Pulsar Functions. </div></section></div></form></section></div></section></div><footer class="theme-layout-footer footer"><div class="container container-fluid"><div class="row footer__links"><div class="theme-layout-footer-column col [...]
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diff --git a/content/community/index.html b/content/community/index.html
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-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-create-gpg-keys" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Creating GPG keys | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property= [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-create-gpg-keys" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Creating GPG keys | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property= [...]
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 <script>!function(){var t;document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{for(var[t,e]of new URLSearchParams(window.location.search).entries())if(t.startsWith("docusaurus-data-")){var a=t.replace("docusaurus-data-","data-");document.documentElement.setAttribute(a,e)}}catch(t){}}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"tru [...]
@@ -27,7 +27,7 @@
         </svg>
       </div>
     </a>
-  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
+  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
 <p>This is a condensed version of instructions available at <a href=http://apache.org/dev/openpgp.html target=_blank rel="noopener noreferrer" class="">http://apache.org/dev/openpgp.html</a>.</p>
 <p>Create ~/.gnupg directory with proper permissions before adding custom config:</p>
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token function" style="color:rgb(80, 250, 123)">mkdir</span><span class="token plain"> ~/.gnupg</span><br/></div><div [...]
@@ -52,7 +52,7 @@
 <p>The GPG key needs to be appended to <code>KEYS</code> file for the release candidates.</p>
 <div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 14 16"><path fill-rule=evenodd d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2. [...]
 Please provide your GPG key id to the PMC member to verify that it matches the one uploaded to the key servers.</div></div>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># Checkout the SVN folder containing the KEYS file</span><span class=" [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># Checkout the SVN folder containing the KEYS file</span><span class=" [...]
                 <div class=social-icons>
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                     <img alt="Slack logo" src=/img/slack-white.svg width=26>
diff --git a/content/contribute/develop-coding-conventions/index.html b/content/contribute/develop-coding-conventions/index.html
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-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-develop-coding-conventions" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Coding conventions | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=tr [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-develop-coding-conventions" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Coding conventions | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=tr [...]
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 <script>!function(){var t;document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{for(var[t,e]of new URLSearchParams(window.location.search).entries())if(t.startsWith("docusaurus-data-")){var a=t.replace("docusaurus-data-","data-");document.documentElement.setAttribute(a,e)}}catch(t){}}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"tru [...]
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         </svg>
       </div>
     </a>
-  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
+  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
+<p>The <strong>canonical coding reference</strong> for the Pulsar <code>master</code> branch is <a href=https://github.com/apache/pulsar/blob/master/CODING.md target=_blank rel="noopener noreferrer" class=""><code>CODING.md</code></a> in the apache/pulsar repository. It is the always-up-to-date version of these conventions and covers each topic in more depth, with code examples. This page summarizes the key points.</p>
+<div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 14 16"><path fill-rule=evenodd d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2. [...]
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=java-code-style>Java code style<a href=#java-code-style class=hash-link aria-label="Direct link to Java code style" title="Direct link to Java code style" translate=no>​</a></h2>
 <p>Apache Pulsar code follows the <a href=http://www.oracle.com/technetwork/java/javase/documentation/codeconvtoc-136057.html target=_blank rel="noopener noreferrer" class="">Sun Java Coding Convention</a>, with the following additions.</p>
 <ul>
 <li class="">Indentation should be <strong>4 spaces</strong>. Tabs should never be used.</li>
 <li class="">Use curly braces even for single-line ifs and elses.</li>
 <li class="">No @author tags in any javadoc.</li>
-<li class="">Use try-with-resources blocks whenever is possible.</li>
-<li class=""><strong>TODO</strong>s should be associated to at least one issue.</li>
+<li class="">Prefer imports over fully qualified class names in code. Use a fully qualified class name only when needed to disambiguate a name collision that imports cannot resolve.</li>
+<li class="">Every <strong>TODO</strong> must reference a GitHub issue, e.g. <code>// TODO: https://github.com/apache/pulsar/issues/XXXX</code>.</li>
 </ul>
-<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=dependencies>Dependencies<a href=#dependencies class=hash-link aria-label="Direct link to Dependencies" title="Direct link to Dependencies" translate=no>​</a></h2>
-<p>Apache Pulsar uses the following libraries a lot:</p>
+<p>Pulsar uses checkstyle to enforce coding style, refer to the <a href=https://github.com/apache/pulsar/blob/master/buildtools/src/main/resources/pulsar/checkstyle.xml target=_blank rel="noopener noreferrer" class="">checkstyle rules</a> for all enforced checkstyle rules. Lombok is enabled in the codebase.</p>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=logging>Logging<a href=#logging class=hash-link aria-label="Direct link to Logging" title="Direct link to Logging" translate=no>​</a></h2>
+<p>See <a href=https://github.com/apache/pulsar/blob/master/CODING.md#logging target=_blank rel="noopener noreferrer" class=""><code>CODING.md</code> → Logging</a> for the details.</p>
 <ul>
-<li class=""><a href=https://github.com/google/guava target=_blank rel="noopener noreferrer" class="">Guava</a> as a fundamental core library</li>
-<li class=""><a href=http://netty.io/ target=_blank rel="noopener noreferrer" class="">Netty</a> for network communications and memory buffer management.</li>
+<li class="">On <code>master</code>, prefer <strong><a href=https://github.com/merlimat/slog target=_blank rel="noopener noreferrer" class="">slog</a></strong> (<code>io.github.merlimat.slog</code>) via Lombok's <strong><code>@CustomLog</code></strong>. <strong>SLF4J is deprecated</strong> for new code; never use <code>System.out</code> or <code>System.err</code>.</li>
+<li class=""><strong>Default new logs to <code>TRACE</code>/<code>DEBUG</code>, not <code>INFO</code></strong> — Pulsar overuses <code>INFO</code> and floods production logs. Reserve <code>INFO</code> for low-frequency lifecycle and state-change events. Use <code>DEBUG</code> in a way where it could be enabled in production without causing too many log entries; use <code>TRACE</code> for more detailed information.</li>
+<li class="">Attach data as <strong>structured attributes</strong> — <code>log.info().attr("topic", topic).log("Published")</code> — not interpolated into the message string.</li>
+<li class="">For expensive <code>DEBUG</code>/<code>TRACE</code> values, don't guard with <code>isDebugEnabled()</code>/<code>isTraceEnabled()</code>; use slog's lazy form — <code>log.debug().attr("dump", () -> expensiveDump()).log("...")</code>.</li>
+<li class="">Avoid logging on hot paths, and stack traces at <code>INFO</code> or lower.</li>
 </ul>
-<p>Use these libraries whenever possible rather than introducing more dependencies.</p>
-<p>Dependencies are bundled with our binary distributions, so you need to attach the relevant licenses when adding new dependencies.</p>
-<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=future>Future<a href=#future class=hash-link aria-label="Direct link to Future" title="Direct link to Future" translate=no>​</a></h2>
-<p><code>CompletableFuture</code> introduce in Java 8 is preferred over Guava's <code>ListenableFuture</code>. Use <code>CompletableFuture</code> whenever possible.</p>
-<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=memory>Memory<a href=#memory class=hash-link aria-label="Direct link to Memory" title="Direct link to Memory" translate=no>​</a></h2>
-<p>Use netty <code>ByteBuf</code> over <code>java.nio.ByteBuffer</code> for internal usage. As Pulsar uses Netty Buffer for memory management.</p>
-<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=logging>Logging<a href=#logging class=hash-link aria-label="Direct link to Logging" title="Direct link to Logging" translate=no>​</a></h2>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=asynchronous-programming>Asynchronous programming<a href=#asynchronous-programming class=hash-link aria-label="Direct link to Asynchronous programming" title="Direct link to Asynchronous programming" translate=no>​</a></h2>
+<p>See <a href=https://github.com/apache/pulsar/blob/master/CODING.md#asynchronous-programming target=_blank rel="noopener noreferrer" class=""><code>CODING.md</code> → Asynchronous programming</a> for the details and code examples.</p>
 <ul>
-<li class="">Logging should be taken seriously. Please take the time to access the logs when making a change to ensure that the important things are getting logged and there is no junk there.</li>
-<li class="">Logging statements should be complete sentences with proper capitalization that are written to be read by a person not necessarily familiar with the source code.</li>
-<li class="">All logs should be done with <strong>SLF4j</strong>, never <code>System.out</code> or <code>System.err</code>.</li>
+<li class=""><code>CompletableFuture</code> is preferred over Guava's <code>ListenableFuture</code> for new code.</li>
+<li class=""><strong>A method returning <code>CompletableFuture</code> must not throw synchronously.</strong> Propagate failures — including argument-validation failures — through the returned future with <code>CompletableFuture.failedFuture(e)</code>.</li>
+<li class=""><strong>Never block on event-loop / async-execution threads</strong> — no <code>Thread.sleep</code>, <code>Future.get()</code>, <code>CompletableFuture.join()</code>, or blocking IO.</li>
+<li class="">Avoid nested futures (<code>CompletableFuture&lt;CompletableFuture&lt;T>></code>); flatten with <code>thenCompose</code>. Prefer <code>OrderedExecutor</code> for ordered asynchronous work.</li>
+<li class="">Limit concurrency and handle backpressure when firing many async operations.</li>
 </ul>
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=logging-levels>Logging levels<a href=#logging-levels class=hash-link aria-label="Direct link to Logging levels" title="Direct link to Logging levels" translate=no>​</a></h3>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=dependencies>Dependencies<a href=#dependencies class=hash-link aria-label="Direct link to Dependencies" title="Direct link to Dependencies" translate=no>​</a></h2>
+<p>Prefer existing dependencies over new libraries. Pulsar commonly uses Apache Commons / <a href=https://github.com/google/guava target=_blank rel="noopener noreferrer" class="">Guava</a> (utilities), FastUtil (type-specific collections), JCTools (concurrent structures), RoaringBitmap (compressed bitsets), Caffeine (caching), Jackson (JSON), Prometheus / OpenTelemetry (metrics), and <a href=http://netty.io/ target=_blank rel="noopener noreferrer" class="">Netty</a> (networking and buffe [...]
+<p>A new dependency must be justified (why existing ones are insufficient), and dependencies are bundled with the binary distributions, so the bundled-dependency <code>LICENSE</code>/<code>NOTICE</code> files must be updated — verify with <code>./gradlew checkBinaryLicense</code>. See <a class="" href=/contribute/testing-licenses/>License header</a>.</p>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=resource-and-memory-management>Resource and memory management<a href=#resource-and-memory-management class=hash-link aria-label="Direct link to Resource and memory management" title="Direct link to Resource and memory management" translate=no>​</a></h2>
 <ul>
-<li class=""><strong>INFO</strong> is the level you should assume the software will be run in. INFO messages are things which are not bad but which the user will definitely want to know about every time they occur.</li>
-<li class=""><strong>TRACE</strong> and <strong>DEBUG</strong> are both things you turn on when something is wrong, and you want to figure out what is going on. <strong>DEBUG</strong> should not be so fine-grained that it will seriously affect performance of the program. <strong>TRACE</strong> can be anything. You should wrap DEBUG and TRACE statements in the <code>if (logger.isDebugEnabled())</code> or <code>if (logger.isTraceEnabled())</code> check to avoid performance degradation.</li>
-<li class=""><strong>WARN</strong> and <strong>ERROR</strong> indicate something that is <em>BAD</em>. Use WARN if you aren't totally sure it is bad, and ERROR if you are.</li>
+<li class="">Always close resources (streams, connections, executors, buffers) — prefer try-with-resources.</li>
+<li class="">On internal networking/messaging paths, prefer Netty <code>ByteBuf</code> over <code>java.nio.ByteBuffer</code> unless an external API requires it; release ref-counted buffers you allocate.</li>
+<li class="">Don't hand-optimize allocation away — Pulsar runs on ZGC, where short-lived allocations are cheap. Don't add new Netty <code>Recycler</code> usage; see <a href=https://github.com/apache/pulsar/blob/master/CODING.md#resource-and-memory-management target=_blank rel="noopener noreferrer" class=""><code>CODING.md</code> → Resource and memory management</a>.</li>
 </ul>
-<p>Log the stack traces at <strong>ERROR</strong> level, but never at <strong>INFO</strong> level or below. You can log at <strong>WARN</strong> level if you are interested in debugging.</p>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=monitoring>Monitoring<a href=#monitoring class=hash-link aria-label="Direct link to Monitoring" title="Direct link to Monitoring" translate=no>​</a></h2>
 <ul>
 <li class="">Any new features should come with appropriate metrics, so monitoring the feature is working correctly.</li>
 <li class="">Those metrics should be taken seriously and only export useful metrics that would be used on production on monitoring/alerting healthy of the system, or troubleshooting problems.</li>
 </ul>
-<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=unit-tests>Unit tests<a href=#unit-tests class=hash-link aria-label="Direct link to Unit tests" title="Direct link to Unit tests" translate=no>​</a></h2>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=testing-conventions>Testing conventions<a href=#testing-conventions class=hash-link aria-label="Direct link to Testing conventions" title="Direct link to Testing conventions" translate=no>​</a></h2>
+<p>See <a href=https://github.com/apache/pulsar/blob/master/CODING.md#testing-conventions target=_blank rel="noopener noreferrer" class=""><code>CODING.md</code> → Testing conventions</a> for the details.</p>
 <ul>
-<li class="">New changes should come with unit tests that verify the functionality being added.</li>
-<li class="">Unit tests should test the least amount of code possible. Don't start the whole server unless there is no other way to test a single class or small group of classes in isolation.</li>
-<li class="">Tests should not depend on any external resources. They need to set up and teardown their own stuff.</li>
-<li class="">It is okay to use the filesystem and network in tests since that's our business, but you need to clean up them after test.</li>
-<li class="">DO NOT use sleep or other timing assumptions in tests. It is wrong and will fail intermittently on any test server with other things going on that causes delays.</li>
-<li class="">You'd better add a timeout value to all test cases, to prevent a build from completing indefinitely. For example, <code>@Test(timeout=60000)</code>.</li>
+<li class="">Tests use <strong>TestNG + Mockito</strong>. Prefer <strong>AssertJ</strong> assertions (with descriptions) over TestNG asserts; use <strong>Awaitility</strong> for async conditions instead of <code>sleep</code> timing, with timeouts to prevent hangs.</li>
+<li class="">Every feature or bug fix needs <strong>deterministic</strong> tests for edge and failure cases. A bug-fix test must fail on the unpatched code for the real reason.</li>
+<li class=""><strong>No reflection into private state</strong> (<code>WhiteboxImpl</code>, <code>setAccessible(true)</code>). Expose a package-private <code>@VisibleForTesting</code> accessor and put the test in the same package.</li>
+<li class="">New integration-style tests should extend <code>SharedPulsarBaseTest</code>, use <code>getNamespace()</code> and <code>newTopicName()</code>, and never hardcode namespace/topic names.</li>
+<li class="">Close and release what the test allocates; a <code>ByteBuf</code> leak detected by the pooled allocator is a real bug.</li>
+<li class="">Validate performance optimizations with a JMH benchmark under <code>microbench/</code>.</li>
 </ul>
+<p>For how to <em>run</em> tests (scoping with <code>--tests</code>, test groups, integration tests), see <a class="" href=/contribute/setup-building/>Setup and building</a> and <a href=https://github.com/apache/pulsar/blob/master/CONTRIBUTING.md#running-tests target=_blank rel="noopener noreferrer" class=""><code>CONTRIBUTING.md</code> → Running tests</a>.</p>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=configuration>Configuration<a href=#configuration class=hash-link aria-label="Direct link to Configuration" title="Direct link to Configuration" translate=no>​</a></h2>
 <ul>
-<li class="">When you use the config files, think of the names from the very beginning.</li>
+<li class="">When adding configuration options, use clear, descriptive names and provide sensible defaults.</li>
 <li class="">If you run the program without tuning parameters, use the default values.</li>
 <li class="">All configuration settings should be added accordingly in the <a href=https://github.com/apache/pulsar/tree/master/conf target=_blank rel="noopener noreferrer" class="">default configuration file</a> directory and documented accordingly.</li>
 </ul>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=concurrency>Concurrency<a href=#concurrency class=hash-link aria-label="Direct link to Concurrency" title="Direct link to Concurrency" translate=no>​</a></h2>
+<p>See <a href=https://github.com/apache/pulsar/blob/master/CODING.md#concurrency target=_blank rel="noopener noreferrer" class=""><code>CODING.md</code> → Concurrency</a> for the details, including the Java-Memory-Model guidance.</p>
 <p>Apache Pulsar is a low latency system, it is implemented as a purely asynchronous service, which is accomplished as follows:</p>
 <ul>
-<li class="">All public classes should be <strong>thread-safe</strong>.</li>
+<li class="">All public classes should be <strong>thread-safe</strong>. If a class is not thread-safe, it should be annotated <a href=https://github.com/misberner/jsr-305/blob/master/ri/src/main/java/javax/annotation/concurrent/NotThreadSafe.java target=_blank rel="noopener noreferrer" class="">@NotThreadSafe</a>.</li>
+<li class="">Protect shared mutable state; prefer fine-grained synchronization. Prefer the <strong>single-writer principle</strong> (a given piece of state mutated by only one thread) to avoid concurrent mutation entirely.</li>
+<li class=""><strong>Minimize work while holding a lock</strong> — never call out to listener/callback code while holding a lock.</li>
 <li class="">Prefer using <a href=https://github.com/apache/bookkeeper/blob/master/bookkeeper-common/src/main/java/org/apache/bookkeeper/common/util/OrderedExecutor.java target=_blank rel="noopener noreferrer" class="">OrderedExecutor</a> for executing any asynchronous actions. The mutations to the same instance should be submitted to the same thread to execute.</li>
-<li class="">If synchronization and locking are required, they should be in a fine granularity way.</li>
-<li class="">All threads should have proper meaningful name.</li>
-<li class="">If a class is not thread-safe, it should be annotated <a href=https://github.com/misberner/jsr-305/blob/master/ri/src/main/java/javax/annotation/concurrent/NotThreadSafe.java target=_blank rel="noopener noreferrer" class="">@NotThreadSafe</a>. The instances that use this class is responsible for its synchronization.</li>
+<li class="">All threads should have proper meaningful name. When creating thread pools, prefer Netty's <code>io.netty.util.concurrent.DefaultThreadFactory</code>.</li>
+<li class=""><strong>Prefer immutable objects</strong>, and conform to the Java Memory Model — a field accessed by more than one thread needs explicit visibility (<code>volatile</code>, or the same lock guarding every read <em>and</em> write).</li>
 </ul>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=backwards-compatibility>Backwards compatibility<a href=#backwards-compatibility class=hash-link aria-label="Direct link to Backwards compatibility" title="Direct link to Backwards compatibility" translate=no>​</a></h2>
+<p>See <a href=https://github.com/apache/pulsar/blob/master/CODING.md#backward-compatibility target=_blank rel="noopener noreferrer" class=""><code>CODING.md</code> → Backward compatibility</a> for the details.</p>
 <ul>
-<li class="">Wire protocol should support backwards compatibility to enable no-downtime upgrades. This means the servers <strong>MUST</strong> be able to support requests from both old and new clients simultaneously.</li>
-<li class="">Metadata formats and data formats should support backwards compatibility.</li>
-</ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href=https://github.com/apache/pulsar-site/edit/main/contribute/develop-coding-conventions.md target=_blank rel="noopener noreferrer" class=theme-edit-this-page><svg fill=currentColor height=20 width=20 viewBox="0 0 40 40" class=iconEdit_Z9Sw aria-hidden=true><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9 [...]
+<li class="">Changes must not break public APIs, client compatibility, wire-protocol compatibility, or serialized/metadata formats. The servers <strong>MUST</strong> be able to support requests from both old and new clients simultaneously to enable no-downtime upgrades.</li>
+<li class=""><strong>Plugin / SPI extension points are public API</strong> — interfaces selected by a <code>*ClassName</code> configuration setting (e.g. <code>AuthorizationProvider</code>, <code>EntryFilter</code>, <code>BrokerInterceptor</code>) have third-party implementations. Changing such an interface generally needs a PIP and must not land in maintenance-branch backports.</li>
+<li class="">Introduce new or changed behaviour behind a backward-compatible default — opt-in via configuration rather than silently changing existing deployments.</li>
+</ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href=https://github.com/apache/pulsar-site/edit/main/contribute/develop-coding-conventions.md target=_blank rel="noopener noreferrer" class=theme-edit-this-page><svg fill=currentColor height=20 width=20 viewBox="0 0 40 40" class=iconEdit_Z9Sw aria-hidden=true><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9 [...]
                 <div class=social-icons>
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diff --git a/content/contribute/develop-labels/index.html b/content/contribute/develop-labels/index.html
index a9c2188ffd8..67b96c89310 100644
--- a/content/contribute/develop-labels/index.html
+++ b/content/contribute/develop-labels/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-develop-labels" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Label strategy | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:i [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-develop-labels" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Label strategy | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:i [...]
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diff --git a/content/contribute/develop-semantic-title/index.html b/content/contribute/develop-semantic-title/index.html
index 2520bc9b8d0..4359a83cfa7 100644
--- a/content/contribute/develop-semantic-title/index.html
+++ b/content/contribute/develop-semantic-title/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-develop-semantic-title" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Semantic pull request | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=tru [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-develop-semantic-title" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Semantic pull request | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=tru [...]
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diff --git a/content/contribute/develop-triage/index.html b/content/contribute/develop-triage/index.html
index b3192554c84..286aa5130e7 100644
--- a/content/contribute/develop-triage/index.html
+++ b/content/contribute/develop-triage/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-develop-triage" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Triaging an Issue | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=o [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-develop-triage" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Triaging an Issue | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=o [...]
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diff --git a/content/contribute/document-contribution/index.html b/content/contribute/document-contribution/index.html
index 186b51d554a..d4d4f740e47 100644
--- a/content/contribute/document-contribution/index.html
+++ b/content/contribute/document-contribution/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-document-contribution" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Updating document | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true pro [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-document-contribution" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Updating document | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true pro [...]
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diff --git a/content/contribute/document-intro/index.html b/content/contribute/document-intro/index.html
index ba3f07dc83a..8feeab57a29 100644
--- a/content/contribute/document-intro/index.html
+++ b/content/contribute/document-intro/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-document-intro" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Introduction | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:ima [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-document-intro" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Introduction | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:ima [...]
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diff --git a/content/contribute/document-preview/index.html b/content/contribute/document-preview/index.html
index 8dfd5ec7cd6..c1dd385ef27 100644
--- a/content/contribute/document-preview/index.html
+++ b/content/contribute/document-preview/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-document-preview" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Previewing content | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true propert [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-document-preview" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Previewing content | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true propert [...]
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diff --git a/content/contribute/document-syntax/index.html b/content/contribute/document-syntax/index.html
index 3d5a6673df9..632a764e968 100644
--- a/content/contribute/document-syntax/index.html
+++ b/content/contribute/document-syntax/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-document-syntax" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Writing syntax | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og: [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-document-syntax" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Writing syntax | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og: [...]
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diff --git a/content/contribute/index.html b/content/contribute/index.html
index 35229a175aa..7d4ee027c5a 100644
--- a/content/contribute/index.html
+++ b/content/contribute/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-about" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Apache Pulsar Contribution Guide | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true prop [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-about" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Apache Pulsar Contribution Guide | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true prop [...]
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@@ -29,6 +29,9 @@
     </a>
   </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
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+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=developer-guides-in-the-apachepulsar-repository>Developer guides in the apache/pulsar repository<a href=#developer-guides-in-the-apachepulsar-repository class=hash-link aria-label="Direct link to Developer guides in the apache/pulsar repository" title="Direct link to Developer guides in the apache/pulsar repository" translate=no>​</a></h2>
+<p>In addition to this contribution guide, the <a href=https://github.com/apache/pulsar target=_blank rel="noopener noreferrer" class="">apache/pulsar</a> repository contains in-repo developer guides for the <code>master</code> branch:</p>
+<table><thead><tr><th>Doc<th>Use for<tbody><tr><td><a href=https://github.com/apache/pulsar/blob/master/CONTRIBUTING.md target=_blank rel="noopener noreferrer" class=""><code>CONTRIBUTING.md</code></a><td>Local dev workflow: building, running tests and test groups, integration tests, Personal CI, PR conventions, security reporting.<tr><td><a href=https://github.com/apache/pulsar/blob/master/ARCHITECTURE.md target=_blank rel="noopener noreferrer" class=""><code>ARCHITECTURE.md</code></a>< [...]
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=channels>Channels<a href=#channels class=hash-link aria-label="Direct link to Channels" title="Direct link to Channels" translate=no>​</a></h2>
 <p>To engage the Pulsar developers community, you can join the following channels.</p>
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=mailing-lists>Mailing lists<a href=#mailing-lists class=hash-link aria-label="Direct link to Mailing lists" title="Direct link to Mailing lists" translate=no>​</a></h3>
@@ -44,7 +47,7 @@
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=online-discussions>Online discussions<a href=#online-discussions class=hash-link aria-label="Direct link to Online discussions" title="Direct link to Online discussions" translate=no>​</a></h3>
 <p>Pulsar users and developers use the <a href=https://apache-pulsar.slack.com/ target=_blank rel="noopener noreferrer" class="">Apache Pulsar Slack channel</a> for online discussions. You can invite yourself by accessing <a href=https://communityinviter.com/apps/apache-pulsar/apache-pulsar target=_blank rel="noopener noreferrer" class="">this link</a>.
 Please join the #dev channel to interact with other Pulsar committers and contributors.</p>
-<p>Slack channels are great for quick questions or discussions on specialized topics. Remember that it is strongly encouraged to communicate via the mailing lists, and you should prefer to discuss more complex subjects by email.</div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href=https://github.com/apache/pulsar-site/edit/main/contribute/about.md target=_blank rel="noopener noreferrer" [...]
+<p>Slack channels are great for quick questions or discussions on specialized topics. Remember that it is strongly encouraged to communicate via the mailing lists, and you should prefer to discuss more complex subjects by email.</div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href=https://github.com/apache/pulsar-site/edit/main/contribute/about.md target=_blank rel="noopener noreferrer" [...]
                 <div class=social-icons>
                   <a target=_blank href=https://communityinviter.com/apps/apache-pulsar/apache-pulsar aria-label="Join the Apache Pulsar Slack workspace">
                     <img alt="Slack logo" src=/img/slack-white.svg width=26>
diff --git a/content/contribute/maintenance-process/index.html b/content/contribute/maintenance-process/index.html
index 8a5b4c196fd..081216acf28 100644
--- a/content/contribute/maintenance-process/index.html
+++ b/content/contribute/maintenance-process/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-maintenance-process" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Cherry-picking | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-maintenance-process" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Cherry-picking | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property [...]
 <symbol id=theme-svg-external-link viewBox="0 0 24 24"><path fill=currentColor d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
 </defs></svg>
 <script>!function(){var t;document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{for(var[t,e]of new URLSearchParams(window.location.search).entries())if(t.startsWith("docusaurus-data-")){var a=t.replace("docusaurus-data-","data-");document.documentElement.setAttribute(a,e)}}catch(t){}}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"tru [...]
@@ -48,6 +48,12 @@ Cherry-picking should retain a reference to the original commit. This can be ach
 <p>Merge conflicts are common, and it's necessary to understand the tooling and process to handle conflict resolution. Please refer to suggestions in <a class="" href=/contribute/setup-git/>setting up git with proper merge & diff tools for maintaining Pulsar</a>.</p>
 <p>In cases where a PR cannot be applied without substantial backporting effort or risk of breaking changes, a separate PR to the maintenance branch is requested from the original PR author. If the author is not willing to do this work, the release manager attempts to find a volunteer to handle this.</p>
 <p>In some cases, a large number of merge conflicts signal that there's a dependent PR that is also needed in the maintenance branch which hasn't been cherry-picked. It is useful to review the dependency and consider cherry-picking it. Only non-breaking bug fixes or minor improvements (excluding PIP-related changes) can be cherry-picked without discussion on the dev mailing list. Backporting is necessary when a fix depends on newer PIP-related changes.</p>
+<h4 class="anchor anchorTargetStickyNavbar_Vzrq" id=using-an-ai-coding-agent-for-cherry-picking>Using an AI coding agent for cherry-picking<a href=#using-an-ai-coding-agent-for-cherry-picking class=hash-link aria-label="Direct link to Using an AI coding agent for cherry-picking" title="Direct link to Using an AI coding agent for cherry-picking" translate=no>​</a></h4>
+<p>An AI coding agent (such as Claude Code, Copilot, Cursor, Gemini, Codex, …) is a good tool for cherry-picking a commit from the master branch and resolving the merge conflicts. A simple prompt is enough, for example:</p>
+<blockquote>
+<p>Cherry-pick commit <code>&lt;sha></code> from the master branch to this maintenance branch and resolve the conflicts. If there's a large difference, analyze whether dependent commits should be cherry-picked first — in that case, stop and list them so I can decide how to proceed. After a successful cherry-pick, run the unit tests for the changed and related code.</p>
+</blockquote>
+<p>As with any contribution, you remain responsible for the result: review the conflict resolution and verify the cherry-picked change before pushing it.</p>
 <h4 class="anchor anchorTargetStickyNavbar_Vzrq" id=cherry-picking-changes-scheduled-for-the-release>Cherry-picking Changes Scheduled for the Release<a href=#cherry-picking-changes-scheduled-for-the-release class=hash-link aria-label="Direct link to Cherry-picking Changes Scheduled for the Release" title="Direct link to Cherry-picking Changes Scheduled for the Release" translate=no>​</a></h4>
 <p>Before proceeding, ensure that you have <a class="" href=/contribute/setup-git/#mergetool>set up a Git mergetool</a>. This tool is essential for resolving merge conflicts that may arise during the cherry-picking process.</p>
 <p>Use a search such as <code>is:merged is:pr label:release/3.0.8 -label:cherry-picked/branch-3.0</code> to search for merged PRs that are scheduled for the release but haven't yet been cherry-picked.
diff --git a/content/contribute/personal-ci/index.html b/content/contribute/personal-ci/index.html
index f37d53bceab..75f6f2dfff2 100644
--- a/content/contribute/personal-ci/index.html
+++ b/content/contribute/personal-ci/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-personal-ci" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Personal CI | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:image c [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-personal-ci" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Personal CI | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:image c [...]
 <symbol id=theme-svg-external-link viewBox="0 0 24 24"><path fill=currentColor d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
 </defs></svg>
 <script>!function(){var t;document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{for(var[t,e]of new URLSearchParams(window.location.search).entries())if(t.startsWith("docusaurus-data-")){var a=t.replace("docusaurus-data-","data-");document.documentElement.setAttribute(a,e)}}catch(t){}}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"tru [...]
@@ -36,14 +36,17 @@
 </ol>
 <p>The workflow is simple:</p>
 <ol>
-<li class="">Test your changes thoroughly in your fork using Personal CI</li>
-<li class="">Once tests pass consistently, notify maintainers for final PR review</li>
+<li class="">Keep your local <code>master</code> up-to-date with <code>apache/pulsar</code> and rebase your feature branch on it.</li>
+<li class="">Push the feature branch to your fork to trigger CI runs there. CI runs against the PR opened in your own fork (it is normal to have a PR open in the fork <em>and</em> a PR for the same branch open in <code>apache/pulsar</code> at the same time).</li>
+<li class="">Monitor CI status on the fork and fix failures.</li>
+<li class="">Open the PR to <code>apache/pulsar</code> only after the fork's CI is green.</li>
 </ol>
+<p>Once the PR to <code>apache/pulsar</code> has been opened, stop rebasing as part of this loop: bring in upstream changes by merging <code>apache/pulsar</code> <code>master</code> into the PR branch instead. Rebasing a PR branch once the PR is open rewrites history and disrupts reviewers. See <a href=https://github.com/apache/pulsar/blob/master/CONTRIBUTING.md#pull-requests target=_blank rel="noopener noreferrer" class=""><code>CONTRIBUTING.md</code> → Pull requests</a>.</p>
 <p>Some important notes about testing:</p>
 <ul>
 <li class="">Pulsar has known <a href="https://github.com/apache/pulsar/issues?q=is%3Aissue%20state%3Aopen%20flaky-test" target=_blank rel="noopener noreferrer" class="">flaky tests</a> that may require multiple CI runs</li>
-<li class="">Use the "Rerun failed jobs" button in GitHub Actions to retry failed workflows</li>
-<li class="">For test failures related to your changes, debug locally by running specific tests in your IDE</li>
+<li class="">In your own fork, use the "Rerun failed jobs" button in GitHub Actions to retry failed workflows. On a PR in <code>apache/pulsar</code>, comment <code>/pulsarbot rerun</code> to re-run the failed jobs once the workflow run has completed — don't push empty "trigger CI" commits.</li>
+<li class="">For test failures related to your changes, debug locally by running specific tests in your IDE or with a scoped <code>./gradlew :&lt;module>:test --tests "..."</code> run (see <a class="" href=/contribute/setup-building/>Setup and building</a>)</li>
 </ul>
 <p>Critical requirement: Always create pull requests from a unique feature branch, not from your fork's <code>master</code> branch. The Personal CI process only works with feature branches.
 For example:</p>
diff --git a/content/contribute/release-note-guide/index.html b/content/contribute/release-note-guide/index.html
index 923f231f1fd..5ecacd4f82b 100644
--- a/content/contribute/release-note-guide/index.html
+++ b/content/contribute/release-note-guide/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-release-note-guide" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Writing release notes | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true pr [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-release-note-guide" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Writing release notes | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true pr [...]
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@@ -27,7 +27,7 @@
         </svg>
       </div>
     </a>
-  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
+  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
 <ul>
 <li class=""><a href=/release-notes/ target=_blank rel="noopener noreferrer" class="">Core</a></li>
 <li class=""><a href=/release-notes/client-java target=_blank rel="noopener noreferrer" class="">Java client</a></li>
diff --git a/content/contribute/release-policy/index.html b/content/contribute/release-policy/index.html
index cb4274ecd5b..6db10e0ecec 100644
--- a/content/contribute/release-policy/index.html
+++ b/content/contribute/release-policy/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-release-policy" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Release policy | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:i [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-release-policy" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Release policy | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:i [...]
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 </defs></svg>
 <script>!function(){var t;document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{for(var[t,e]of new URLSearchParams(window.location.search).entries())if(t.startsWith("docusaurus-data-")){var a=t.replace("docusaurus-data-","data-");document.documentElement.setAttribute(a,e)}}catch(t){}}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"tru [...]
@@ -31,21 +31,19 @@
 <p>Please plan your Pulsar deployment updates according to the dates provided below. The Apache Pulsar project doesn't make separate announcements for end-of-support or end-of-life. However, note that the Apache Pulsar project may provide ad hoc releases for some older patch versions, depending on resource availability, time constraints, or the severity of an issue, such as a significant CVE. These releases would be provided on a 'best-effort' basis. For supported versions, the Apache Pu [...]
 <p>The Apache Pulsar project accepts <a href=https://github.com/apache/pulsar/issues target=_blank rel="noopener noreferrer" class="">issue reports</a> for supported versions. Issue reporters are requested to upgrade to a supported version for both Pulsar clients and Pulsar clusters before filing issue reports. Commercial vendors around Apache Pulsar may offer paid options for users requiring security and bug fix support for previous release versions.</p>
 <!-- -->
-<style data-emotion="css 11wtp55">.css-11wtp55{border-collapse:collapse;border-spacing:0;width:100%;display:table}.css-11wtp55 caption{letter-spacing:.01071em;color:#0009;text-align:left;caption-side:bottom;padding:16px;font-family:Roboto,Helvetica,Arial,sans-serif;font-size:.875rem;font-weight:400;line-height:1.43}</style><table class="MuiTable-root css-11wtp55"><style data-emotion="css s4zxv0">.css-s4zxv0{display:table-header-group}</style><thead class="MuiTableHead-root css-s4zxv0"><s [...]
+<style data-emotion="css 11wtp55">.css-11wtp55{border-collapse:collapse;border-spacing:0;width:100%;display:table}.css-11wtp55 caption{letter-spacing:.01071em;color:#0009;text-align:left;caption-side:bottom;padding:16px;font-family:Roboto,Helvetica,Arial,sans-serif;font-size:.875rem;font-weight:400;line-height:1.43}</style><table class="MuiTable-root css-11wtp55"><style data-emotion="css s4zxv0">.css-s4zxv0{display:table-header-group}</style><thead class="MuiTableHead-root css-s4zxv0"><s [...]
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=release-semantics>Release semantics<a href=#release-semantics class=hash-link aria-label="Direct link to Release semantics" title="Direct link to Release semantics" translate=no>​</a></h2>
 <p>The Pulsar project follows a variant of Semantic Versioning (semver), replacing <code>major.minor.patch</code> with <code>LTS.feature.patch</code>.</p>
 <p>Concretely, existing releases can expect patches for bugs and security vulnerabilities. New features will target feature releases. A "major" version bump will not carry any special meaning in terms of "big features" included in the release or breaking API changes. Instead, it will simply signal a new long-term support (LTS) release.</p>
 <p>For example,</p>
 <ul>
-<li class="">2.10.0 is a feature release;</li>
-<li class="">2.10.1 is a patch release;</li>
-<li class="">2.11.0 is a feature release;</li>
-<li class="">3.0.0 is the first LTS release;</li>
-<li class="">3.0.1 is a patch release of the LTS release;</li>
-<li class="">3.1.0 is a feature release;</li>
-<li class="">3.2.0 is a feature release;</li>
-<li class="">3.2.1 is a patch release;</li>
-<li class="">4.0.0 is an LTS release.</li>
+<li class="">4.0.0 is an LTS release;</li>
+<li class="">4.0.1 is a patch release of the LTS release;</li>
+<li class="">4.1.0 is a feature release;</li>
+<li class="">4.2.0 is a feature release;</li>
+<li class="">4.2.1 is a patch release;</li>
+<li class="">5.0.0-M1 and 5.0.0-M2 are milestone releases made before the next LTS release;</li>
+<li class="">5.0.0 is the next LTS release.</li>
 </ul>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=compatibility-between-releases>Compatibility between releases<a href=#compatibility-between-releases class=hash-link aria-label="Direct link to Compatibility between releases" title="Direct link to Compatibility between releases" translate=no>​</a></h2>
 <p>When upgrading an existing cluster, it is important to upgrade components linearly. The reason for this is that changes in releases are designed in a way that allows upgrading an existing Pulsar cluster to a newer release and then rolling back to the original release version. This is considered when changes are made in Pulsar and the default BookKeeper configuration for Pulsar. Since Apache Pulsar is an open-source project, there is no guarantee. Each Pulsar user is responsible for op [...]
@@ -71,18 +69,18 @@
 <p>Generally, one committer shall volunteer as the release manager for a specific release. A release is initiated with a discussion thread on the Pulsar mailing list.</p>
 <p>As part of the release discussion thread, a timeline is decided upon for the release. The release manager will drive this discussion, and decisions will be made in the Apache way.</p>
 <p>For feature releases and LTS releases, the last three weeks of the release cycle will be marked as a releasing period to finish the pending changes and decide on what features (PIP implementations) go into the release version.</p>
-<p>As part of this period for an LTS or feature release, there could be multiple preview releases and multiple release candidates. A preview release is one that is not intended to be released. The purpose of the preview release is to allow users to start testing the new release functionality by making the release binaries available. The preview release will contain a suffix <code>-pre.1</code>, <code>-pre.2</code>. Preview releases don't apply to patch releases.</p>
-<p>Here's an example of the 4.0.0 LTS release timeline:</p>
+<p>Before an LTS release, there could be multiple milestone releases, and as part of the releasing period, multiple release candidates. Milestone releases are official ASF releases with a <code>-M1</code>, <code>-M2</code>, … suffix (for example <code>5.0.0-M1</code>), and they go through the normal <a class="" href=/contribute/release-process/>release process</a> including release candidates and voting. Each milestone release is made from its own temporary release branch (for example <c [...]
+<p>Here's an example of a 5.0.0 LTS release timeline:</p>
 <ul>
-<li class="">2024-09-26 - Target publishing date for 4.0 preview 1 (4.0.0-pre.1)</li>
-<li class="">2024-10-03 - Target publishing date for 4.0 preview 2 (4.0.0-pre.2)</li>
-<li class="">2024-10-07 - Code freeze for 4.0 by branching branch-4.0 from the master branch</li>
-<li class="">2024-10-10 - Target publishing date for 4.0 release candidate 1</li>
-<li class="">2024-10-15 - Reserved for 4.0 release candidate 2 if needed</li>
-<li class="">2024-10-17 - Announcement date for 4.0.0</li>
+<li class="">Target publishing date for the 5.0.0-M1 milestone release</li>
+<li class="">Target publishing date for the 5.0.0-M2 milestone release</li>
+<li class="">Code freeze for 5.0 by branching branch-5.0 from the master branch</li>
+<li class="">Target publishing date for 5.0 release candidate 1</li>
+<li class="">Reserved for 5.0 release candidate 2 if needed</li>
+<li class="">Announcement date for 5.0.0</li>
 </ul>
 <p>The LTS or feature release timeline will also note the target date for branching the release branch off the master branch. After that point in time, the release manager will coordinate the changes that will be included in the release branch. The intention is to minimize the risk of delaying the release and only include bug fixes involving a regression of behavior compared to a previous release or critical improvements to the new features (PIP implementations) that are part of the rele [...]
-<p>For patch releases, the process is similar, but there is no branching off the master branch since the release branch already exists. The patch release doesn't contain preview releases.</p>
+<p>For patch releases, the process is similar, but there is no branching off the master branch since the release branch already exists. The patch release doesn't contain milestone releases.</p>
 <p>The preparation of releases is handled according to the <a class="" href=/contribute/release-process/>release process</a>. The release manager is responsible for updating the process documentation when there's a need to adapt the process. There's also a guide for <a class="" href=/contribute/validate-release-candidate/>release validation</a> which is used by Pulsar contributors before voting on releases. Before releases are announced, the release will be voted upon on the <a href=http [...]
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=related-pips>Related PIPs<a href=#related-pips class=hash-link aria-label="Direct link to Related PIPs" title="Direct link to Related PIPs" translate=no>​</a></h2>
 <ul>
diff --git a/content/contribute/release-process-maven/index.html b/content/contribute/release-process-maven/index.html
new file mode 100644
index 00000000000..73a8a1b72f6
--- /dev/null
+++ b/content/contribute/release-process-maven/index.html
@@ -0,0 +1,130 @@
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-release-process-maven" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Maven build steps for releases | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta dat [...]
+<symbol id=theme-svg-external-link viewBox="0 0 24 24"><path fill=currentColor d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
+</defs></svg>
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+    <a class=announcement-bar href=/download/>
+      <div class=announcement-bar__content>
+        <!-- <svg class="announcement-bar__icon">
+          
+<svg viewBox="0 0 33 32" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M6.5 19.6001H16.1L15.3 29.2001L26.5 12.4H17.06L18.1 2.80005L6.5 19.6001Z" stroke="#F7F7F7" stroke-width="1.5" stroke-linejoin="round"/>
+</svg>
+
+        </svg> -->
+
+        <span>
+          ✨ Apache Pulsar 4.2 is here! ✨
+        </span>
+
+        <svg class=announcement-bar__icon>
+          
+<svg viewBox="0 0 32 32" fill=none xmlns=http://www.w3.org/2000/svg>
+<rect width=20 height=20 transform="translate(6 6)" fill=white fill-opacity=0.01 />
+<path d="M17.6667 10.1667L23.5 16.0001M23.5 16.0001L17.6667 21.8334M23.5 16.0001L8.5 16.0001" stroke=white stroke-linecap=round stroke-linejoin=round />
+<rect x=0.5 y=0.5 width=31 height=31 rx=15.5 stroke=white />
+</svg>
+
+        </svg>
+      </div>
+    </a>
+  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
+<p>Only the build related steps differ between the Maven and Gradle based processes. All other steps — preparation, creating the release branch and tags, signing and staging to SVN, voting, promoting the release, updating the documentation, and announcing the release — are shared and described in the <a class="" href=/contribute/release-process/>release process</a> document. Follow the main document, and when releasing from a Maven-based maintenance branch, substitute the build related s [...]
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=prerequisites>Prerequisites<a href=#prerequisites class=hash-link aria-label="Direct link to Prerequisites" title="Direct link to Prerequisites" translate=no>​</a></h2>
+<p>In addition to the prerequisites in the <a class="" href=/contribute/release-process/>release process</a>, make sure you have installed this software:</p>
+<ul>
+<li class="">Amazon Corretto OpenJDK<!-- -->
+<ul>
+<li class="">JDK 21 for Pulsar version >= 3.3<!-- -->
+<ul>
+<li class="">code will be compiled for Java 17 with Java 21</li>
+<li class="">Pulsar docker images are running Java 21 since 3.3.0</li>
+</ul>
+</li>
+<li class="">JDK 17 for Pulsar version >= 2.11</li>
+<li class="">JDK 11 for earlier versions</li>
+</ul>
+</li>
+<li class="">Maven 3.9.12 (most recent stable Maven 3.9.x version)<!-- -->
+<ul>
+<li class="">Install using <code>sdk i maven 3.9.12</code></li>
+</ul>
+</li>
+</ul>
+<p>Please refer to <a class="" href=/contribute/setup-buildtools/>"Setting up JDKs using SDKMAN"</a> for details on how to install JDKs and Maven using SDKMAN.</p>
+<p>In addition to the <a class="" href=/contribute/release-process/#env-vars>environment variables set in the release process</a>, for 3.x releases use Java 17:</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># for 3.x releases, use Java 17 instead of Java 21</span><span class=" [...]
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=specify-maven_opts>Specify MAVEN_OPTS<a href=#specify-maven_opts class=hash-link aria-label="Direct link to Specify MAVEN_OPTS" title="Direct link to Specify MAVEN_OPTS" translate=no>​</a></h2>
+<p>Set <code>MAVEN_OPTS</code> to avoid issues in the build process.</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">export</span><span class="token plain"> </span><span class [...]
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=cleaning-up-locally-compiled-bookkeeper-artifacts>Cleaning up locally compiled BookKeeper artifacts<a href=#cleaning-up-locally-compiled-bookkeeper-artifacts class=hash-link aria-label="Direct link to Cleaning up locally compiled BookKeeper artifacts" title="Direct link to Cleaning up locally compiled BookKeeper artifacts" translate=no>​</a></h2>
+<p>It is necessary to make sure that BookKeeper artifacts are fetched from the Maven repository instead of using locally compiled BookKeeper artifacts (<a href=https://lists.apache.org/thread/gsbh95b2d9xtcg5fmtxpm9k9q6w68gd2 target=_blank rel="noopener noreferrer" class="">reference</a>).</p>
+<p>Cleaning up the local Maven repository Bookkeeper artifacts for the version used by Pulsar:</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="to [...]
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=build-release-artifacts>Build release artifacts<a href=#build-release-artifacts class=hash-link aria-label="Direct link to Build release artifacts" title="Direct link to Build release artifacts" translate=no>​</a></h2>
+<p>Run the following command to build the artifacts:</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="to [...]
+<p>After the build, you should find the following tarballs, zip files, and the connectors directory with all the Pulsar IO nar files:</p>
+<ul>
+<li class=""><code>distribution/server/target/apache-pulsar-3.X.Y-bin.tar.gz</code></li>
+<li class=""><code>distribution/offloaders/target/apache-pulsar-offloaders-3.X.Y-bin.tar.gz</code></li>
+<li class=""><code>distribution/shell/target/apache-pulsar-shell-3.X.Y-bin.tar.gz</code></li>
+<li class=""><code>distribution/shell/target/apache-pulsar-shell-3.X.Y-bin.zip</code></li>
+<li class="">directory <code>distribution/io/target/apache-pulsar-io-connectors-3.X.Y-bin</code></li>
+</ul>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=check-licenses>Check licenses<a href=#check-licenses class=hash-link aria-label="Direct link to Check licenses" title="Direct link to Check licenses" translate=no>​</a></h2>
+<p>First, check that the <code>LICENSE</code> and <code>NOTICE</code> files cover all included jars for the bin package. You can use script to cross-validate <code>LICENSE</code> file with included jars:</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="to [...]
+<p>In some older branches, the script is called <code>src/check-binary-license</code> instead of <code>src/check-binary-license.sh</code>.</p>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=run-apache-rat-for-the-src-package>Run Apache RAT for the src package<a href=#run-apache-rat-for-the-src-package class=hash-link aria-label="Direct link to Run Apache RAT for the src package" title="Direct link to Run Apache RAT for the src package" translate=no>​</a></h2>
+<p>When <a class="" href=/contribute/release-process/#validate-the-release-files>validating the release files</a>, run Apache RAT with Maven to verify the license headers in the src package:</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> /tmp</span><br/></div> [...]
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=stage-maven-modules>Stage Maven modules<a href=#stage-maven-modules class=hash-link aria-label="Direct link to Stage Maven modules" title="Direct link to Stage Maven modules" translate=no>​</a></h2>
+<div class="theme-admonition theme-admonition-caution admonition_xJq3 alert alert--warning"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 16 16"><path fill-rule=evenodd d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"/></svg></span>caution</div><div cla [...]
+<p>Set your ASF password in the following line. Add a space as the first character on the command line so that your password doesn't get recorded in shell history.</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain"> </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">export</span><span class [...]
+<p>Upload the artifacts to <a href=https://repository.apache.org target=_blank rel="noopener noreferrer" class="">ASF Nexus</a></p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="to [...]
+<div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 14 16"><path fill-rule=evenodd d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2. [...]
+<p>This will ask for the GPG key passphrase and then upload it to the staging repository.</p>
+<p>After the upload, continue with closing the staging repository as described in the <a class="" href=/contribute/release-process/#stage-artifacts-in-the-asf-nexus-repository>release process</a>.</p>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=stage-docker-images>Stage Docker images<a href=#stage-docker-images class=hash-link aria-label="Direct link to Stage Docker images" title="Direct link to Stage Docker images" translate=no>​</a></h2>
+<p>After that, the following images will be built and pushed to your own DockerHub account:</p>
+<ul>
+<li class="">pulsar</li>
+<li class="">pulsar-all</li>
+</ul>
+<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=release-before-pulsar-30>Release before Pulsar 3.0<a href=#release-before-pulsar-30 class=hash-link aria-label="Direct link to Release before Pulsar 3.0" title="Direct link to Release before Pulsar 3.0" translate=no>​</a></h3>
+<p>This is supported only on Intel platforms. On Mac Apple Silicon, you can run Linux amd64 in a virtual machine or a physical machine outside the Apple laptop and use <code>export DOCKER_HOST=tcp://x.x.x.x:port</code> to use use the remote docker engine for building the docker image. Don't forward the TCP/IP connection over an unencrypted channel.
+You can start a socket proxy with <code>socat TCP-LISTEN:2375,bind=0.0.0.0,reuseaddr,fork UNIX-CLIENT:/var/run/docker.sock</code> inside the Linux Intel machine.
+For running the Linux Intel VM on Mac Apple Silicon, you could use <code>limactl create --name=linux_amd64 --rosetta --arch x86_64</code> to create a VM using <a href=https://lima-vm.io/ target=_blank rel="noopener noreferrer" class="">https://lima-vm.io/</a>.
+However, it is simpler to do the release on a Linux arm64 / x86_64 VM directly.</p>
+<p>Run the following commands on a Linux machine (or with Mac where DOCKER_HOST points to a Linux amd64/Intel machine):</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="to [...]
+<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=release-pulsar-30-and-later>Release Pulsar 3.0 and later<a href=#release-pulsar-30-and-later class=hash-link aria-label="Direct link to Release Pulsar 3.0 and later" title="Direct link to Release Pulsar 3.0 and later" translate=no>​</a></h3>
+<p>Before building docker images, clean up build history so that you don't run out of diskspace in the middle of the build.
+Docker buildx in Docker Desktop limits the build history size to 20GB by default.</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># check total docker disk usage</span><span class="token plain"></span [...]
+<p>For creating and publishing the docker images, run the following commands:</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># set your dockerhub username</span><span class="token plain"></span>< [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># login to dockerhub</span><span class="token plain"></span><br/></div [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># ensure that you have the most recent base image locally</span><span  [...]
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=build-swagger-files>Build swagger files<a href=#build-swagger-files class=hash-link aria-label="Direct link to Build swagger files" title="Direct link to Build swagger files" translate=no>​</a></h2>
+<p>When <a class="" href=/contribute/release-process/#swagger-files>updating the documentation</a> for a release from a Maven-based maintenance branch, build the swagger files from the apache/pulsar repo at the released tag with:</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># ensure the correct JDK version is used for building</span><span clas [...]
+<p>Then continue with the rest-apidoc generation steps in the <a class="" href=/contribute/release-process/#swagger-files>release process</a>.</div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href=https://github.com/apache/pulsar-site/edit/main/contribute/release-process-maven.md target=_blank rel="noopener noreferrer" class=theme-edit-this-page><svg fill=currentColor height=20 width=20  [...]
+                <div class=social-icons>
+                  <a target=_blank href=https://communityinviter.com/apps/apache-pulsar/apache-pulsar aria-label="Join the Apache Pulsar Slack workspace">
+                    <img alt="Slack logo" src=/img/slack-white.svg width=26>
+                  </a>
+                  <a target=_blank href=https://github.com/apache/pulsar/ aria-label="View the Apache Pulsar project on GitHub">
+                    <img alt="GitHub logo" src=/img/github-white.svg width=26>
+                  </a>
+                </div>
+              </ul></div></div><div class="footer__bottom text--center"><div class=margin-bottom--sm><a class=footerLogoLink_BH7S href=/><img src=/img/pulsar-white.svg alt="Pulsar Logo" class="footer__logo themedComponent_mlkZ themedComponent--light_NVdE"/><img src=/img/pulsar-white.svg alt="Pulsar Logo" class="footer__logo themedComponent_mlkZ themedComponent--dark_xIcU"/></a></div><div class=footer__copyright>
+        <div>
+          <img class=footer-apache-logo src=/img/feather-logo-white.svg alt="" width=20>
+          The Apache Software Foundation
+        </div>
+        <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
+        <p>Copyright © 2026 The Apache Software Foundation. All Rights Reserved. Apache, Pulsar, Apache Pulsar, and the Apache feather logo are trademarks or registered trademarks of The Apache Software Foundation.</p>
+      </div></div></div></footer></div></body>
\ No newline at end of file
diff --git a/content/contribute/release-process/index.html b/content/contribute/release-process/index.html
index 93c179a45f3..0c8bb98bb7f 100644
--- a/content/contribute/release-process/index.html
+++ b/content/contribute/release-process/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-release-process" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Release process | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-release-process" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Release process | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og [...]
 <symbol id=theme-svg-external-link viewBox="0 0 24 24"><path fill=currentColor d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
 </defs></svg>
 <script>!function(){var t;document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{for(var[t,e]of new URLSearchParams(window.location.search).entries())if(t.startsWith("docusaurus-data-")){var a=t.replace("docusaurus-data-","data-");document.documentElement.setAttribute(a,e)}}catch(t){}}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"tru [...]
@@ -27,17 +27,20 @@
         </svg>
       </div>
     </a>
-  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
+  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
 <p>The term feature/patch releases used throughout this document is defined as follows:</p>
 <ul>
-<li class="">Feature releases contain 2.10.0, 2.11.0, 3.0.0, and so on.</li>
-<li class="">Patch releases refer to bug-fix releases, such as 2.10.1, 2.10.2, and so on.</li>
-<li class="">Preview release refer to LTS release preview releases that happen in the releasing of a LTS version.</li>
+<li class="">Feature releases contain 4.1.0, 4.2.0, 5.0.0, and so on.</li>
+<li class="">Patch releases refer to bug-fix releases, such as 4.2.1, 4.2.2, and so on.</li>
+<li class="">Milestone releases, such as 5.0.0-M1, 5.0.0-M2, and so on, are made before an upcoming LTS release from a temporary release branch (such as <code>branch-5.0-M1</code>) that is cut from the master branch.</li>
 </ul>
+<div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 14 16"><path fill-rule=evenodd d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2. [...]
+<div class="theme-admonition theme-admonition-caution admonition_xJq3 alert alert--warning"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 16 16"><path fill-rule=evenodd d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"/></svg></span>Draft</div><div class [...]
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=preparation>Preparation<a href=#preparation class=hash-link aria-label="Direct link to Preparation" title="Direct link to Preparation" translate=no>​</a></h2>
 <p>Open a discussion on <a href=mailto:dev@pulsar.apache.org target=_blank rel="noopener noreferrer" class="">dev@pulsar.apache.org</a> to notify others that you volunteer to be the release manager of a specific release. If there are no disagreements, you can start the release process.</p>
 <p>For LTS and feature releases, you should create a new branch named <code>branch-X.Y</code> once all PRs with the X.Y.0 milestone are merged. If some PRs with the X.Y.0 milestone are still working in progress and might take much time to complete, you can move them to the next milestone if they are not important. In this case, you'd better notify the author in the PR.</p>
-<p>For preview releases of a LTS release, a branch <code>branch-X.0-preview</code> is created. This branch will is used to hold the commit to change the version to the preview version. Preview releases will be tagged in this branch.</p>
+<p>For milestone releases of an upcoming LTS release, each milestone release uses its own release branch <code>branch-X.Y-MN</code> (for example <code>branch-5.0-M1</code>, <code>branch-5.0-M2</code>, …) cut from the master branch. The branch holds the commit that changes the version to the milestone version, and the milestone release is tagged in this branch. Using a release branch allows fixing possible release related issues in the branch without a PR going into the master branch dire [...]
+<p>The milestone release branches should be considered temporary: since milestone releases aren't maintained, the branch is dropped after the next milestone release or the final LTS release has been published.</p>
 <p>For patch releases, if there are no disagreements, you should cherry-pick all merged PRs labeled with <code>release/X.Y.Z</code> into <code>branch-X.Y</code>. After these PRs are cherry-picked, you should add the <code>cherry-picked/branch-X.Y</code> labels.</p>
 <p>Sometimes some PRs cannot be cherry-picked cleanly, you might need to create a separate PR and move the <code>release/X.Y.Z</code> label from the original PR to it. In this case, you can ask the author to help create the new PR.</p>
 <p>For PRs that are still open, you can choose to delay them to the next release or ping others to review so that they can be merged.</p>
@@ -46,34 +49,20 @@
 <ul>
 <li class="">Amazon Corretto OpenJDK<!-- -->
 <ul>
-<li class="">JDK 21 for Pulsar version >= 3.3<!-- -->
-<ul>
-<li class="">code will be compiled for Java 17 with Java 21</li>
-<li class="">Pulsar docker images are running Java 21 since 3.3.0</li>
-</ul>
-</li>
-<li class="">JDK 17 for Pulsar version >= 2.11</li>
-<li class="">JDK 11 for earlier versions</li>
-</ul>
-</li>
-<li class="">Maven 3.9.12 (most recent stable Maven 3.9.x version)<!-- -->
-<ul>
-<li class="">Install using <code>sdkman i maven 3.9.12</code></li>
+<li class="">JDK 21 or 25 for building releases with the Gradle build (<code>master</code> branch and release branches created from it)</li>
+<li class="">for Maven-based maintenance branches, see the <a class="" href=/contribute/release-process-maven/#prerequisites>Maven build steps prerequisites</a></li>
 </ul>
 </li>
 <li class="">Zip</li>
 </ul>
-<p>Please refer to <a class="" href=/contribute/setup-buildtools/>"Setting up JDKs and Maven using SDKMAN"</a> for details on how to install JDKs and Maven using SDKMAN.</p>
+<p>There is no separate build tool to install for the Gradle build: the repository includes the Gradle Wrapper (<code>./gradlew</code>). Please refer to <a class="" href=/contribute/setup-buildtools/>"Setting up JDKs using SDKMAN"</a> for details on how to install JDKs using SDKMAN.</p>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=prepare-the-release-branch>Prepare the release branch<a href=#prepare-the-release-branch class=hash-link aria-label="Direct link to Prepare the release branch" title="Direct link to Prepare the release branch" translate=no>​</a></h2>
 <p>Before starting a release, besides handling the PRs, it's necessary to check that there aren't open critical security vulnerabilities in the dependencies. This can be checked from GitHub Security Alerts and the <a href=https://github.com/apache/pulsar/actions/workflows/ci-owasp-dependency-check.yaml target=_blank rel="noopener noreferrer" class="">OWASP Dependency Check workflow run logs</a>.</p>
 <p>In addition, it's useful to check whether there's <a href=https://netty.io/news/index.html target=_blank rel="noopener noreferrer" class="">a new release of Netty available</a> with important fixes.</p>
 <p>To verify the release branch is not broken, you should trigger a Pulsar CI builds for the <a href=https://github.com/apache/pulsar/actions/workflows/pulsar-ci.yaml target=_blank rel="noopener noreferrer" class="">pulsar-ci.yaml</a> and <a href=https://github.com/apache/pulsar/actions/workflows/pulsar-ci-flaky.yaml target=_blank rel="noopener noreferrer" class="">pulsar-ci-flaky.yaml</a> workflows. The builds must pass before a release is performed.</p>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=env-vars>Set environment variables to be used across the commands<a href=#env-vars class=hash-link aria-label="Direct link to Set environment variables to be used across the commands" title="Direct link to Set environment variables to be used across the commands" translate=no>​</a></h2>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">export</span><span class="token plain"> </span><span class [...]
-<p>for 3.x releases, use Java 17:</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># for 3.x releases, use Java 17 instead of Java 21</span><span class=" [...]
-<p>Example for preview releases:</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">export</span><span class="token plain"> </span><span class [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">export</span><span class="token plain"> </span><span class [...]
+<p>Release builds must include the real git commit / build metadata in the binaries, which is enabled with the <code>pulsar.includeBuildInfo=true</code> project property (the default is <code>false</code> so that local development and CI builds don't regenerate the metadata on every change). The <code>GRADLE_OPTS</code> export above sets the property for every Gradle invocation in the shell session. The property must be set consistently for every Gradle invocation of the release process  [...]
 <p>Set your ASF user id</p>
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">export</span><span class="token plain"> </span><span class [...]
 <p>In addition, you will need to set <code>PULSAR_PATH</code> to point to the cleanly checked out working directory for the release branch.</p>
@@ -85,8 +74,8 @@ This is already available on MacOS. For Linux, create a shell alias:</p>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=create-a-release-candidate>Create a release candidate<a href=#create-a-release-candidate class=hash-link aria-label="Direct link to Create a release candidate" title="Direct link to Create a release candidate" translate=no>​</a></h2>
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=create-the-release-branch>Create the release branch<a href=#create-the-release-branch class=hash-link aria-label="Direct link to Create the release branch" title="Direct link to Create the release branch" translate=no>​</a></h3>
 <p>We are going to create a release branch where the tag will be generated and where new fixes will be applied as part of the maintenance for the release.</p>
-<p>The branch needs only to be created for feature releases, and not for patch releases like <code>3.3.2</code>. For patch releases, go to the next step.</p>
-<p>For example, when working on <code>3.3.0</code> release, the branch <code>branch-3.3</code> will be created; but for <code>3.3.1</code>, the existing <code>branch-3.3</code> will be used.</p>
+<p>The branch needs only to be created for feature releases, and not for patch releases like <code>4.2.2</code>. For patch releases, go to the next step.</p>
+<p>For example, when working on <code>4.2.0</code> release, the branch <code>branch-4.2</code> will be created; but for <code>4.2.1</code>, the existing <code>branch-4.2</code> will be used.</p>
 <p>It is recommended to create a fresh clone of the repository to avoid any local files interfering in the process:</p>
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> clone https://github.com/apache/ [...]
 <p>Alternatively, you can use a git workspace to create a new, clean directory on your machine without needing to re-download the project.</p>
@@ -105,33 +94,24 @@ This is already available on MacOS. For Linux, create a shell alias:</p>
 <p>If there are any PRs that are still labeled with the current release label, you need to move them to the new release label. Please check the <a class="" href=/contribute/maintenance-process/>cherry-picking guide</a> to find out how to search for them.</p>
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=update-project-version-and-tag>Update project version and tag<a href=#update-project-version-and-tag class=hash-link aria-label="Direct link to Update project version and tag" title="Direct link to Update project version and tag" translate=no>​</a></h3>
 <p>During the release process, you are going to initially create "candidate" tags, that after verification and approval will get promoted to the "real" final tag.</p>
-<p>In this process, the maven version of the project will always be the final one.</p>
+<p>In this process, the project version will always be the final one.</p>
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># Bump to the release version</span><span class="token plain"></span>< [...]
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># Create a "candidate" tag</span><span class="token plain"></span><br/ [...]
 <p>If there's a need to restart the release with more commits, you can delete the tag.</p>
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># only if you restart the release before it has been published for vot [...]
-<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=specify-maven_opts>Specify MAVEN_OPTS<a href=#specify-maven_opts class=hash-link aria-label="Direct link to Specify MAVEN_OPTS" title="Direct link to Specify MAVEN_OPTS" translate=no>​</a></h2>
-<p>Set <code>MAVEN_OPTS</code> to avoid issues in the build process.</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">export</span><span class="token plain"> </span><span class [...]
-<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=cleaning-up-locally-compiled-bookkeeper-artifacts>Cleaning up locally compiled BookKeeper artifacts<a href=#cleaning-up-locally-compiled-bookkeeper-artifacts class=hash-link aria-label="Direct link to Cleaning up locally compiled BookKeeper artifacts" title="Direct link to Cleaning up locally compiled BookKeeper artifacts" translate=no>​</a></h2>
-<p>It is necessary to make sure that BookKeeper artifacts are fetched from the Maven repository instead of using locally compiled BookKeeper artifacts (<a href=https://lists.apache.org/thread/gsbh95b2d9xtcg5fmtxpm9k9q6w68gd2 target=_blank rel="noopener noreferrer" class="">reference</a>).</p>
-<p>Cleaning up the local Maven repository Bookkeeper artifacts for the version used by Pulsar:</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="to [...]
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=build-release-artifacts>Build release artifacts<a href=#build-release-artifacts class=hash-link aria-label="Direct link to Build release artifacts" title="Direct link to Build release artifacts" translate=no>​</a></h3>
-<p>Run the following command to build the artifacts:</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="to [...]
-<p>After the build, you should find the following tarballs, zip files, and the connectors directory with all the Pulsar IO nar files:</p>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=build-the-release-artifacts-and-run-checks>Build the release artifacts and run checks<a href=#build-the-release-artifacts-and-run-checks class=hash-link aria-label="Direct link to Build the release artifacts and run checks" title="Direct link to Build the release artifacts and run checks" translate=no>​</a></h2>
+<p>With the Gradle build, building the binary distributions, checking that the <code>LICENSE</code> and <code>NOTICE</code> files cover all bundled jars, and running the Apache RAT license header check can be performed in one shot:</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="to [...]
+<p>Make sure the <code>GRADLE_OPTS</code> environment variable is set as described in the <a href=#env-vars class="">environment variables step</a>, so that the release binaries include the real git commit / build metadata.</p>
+<p>Since Gradle builds are incremental and don't rebuild up-to-date artifacts, the later steps — staging the artifacts to SVN, publishing to the ASF Nexus repository, and building the docker images — reuse the artifacts produced by this build, whether they are run as separate Gradle invocations or combined into a single one.</p>
+<p>After the build, you should find the following tarballs and zip files:</p>
 <ul>
-<li class=""><code>distribution/server/target/apache-pulsar-3.X.Y-bin.tar.gz</code></li>
-<li class=""><code>distribution/offloaders/target/apache-pulsar-offloaders-3.X.Y-bin.tar.gz</code></li>
-<li class=""><code>distribution/shell/target/apache-pulsar-shell-3.X.Y-bin.tar.gz</code></li>
-<li class=""><code>distribution/shell/target/apache-pulsar-shell-3.X.Y-bin.zip</code></li>
-<li class="">directory <code>distribution/io/target/apache-pulsar-io-connectors-3.X.Y-bin</code></li>
+<li class=""><code>distribution/server/build/distributions/apache-pulsar-X.Y.Z-bin.tar.gz</code></li>
+<li class=""><code>distribution/offloaders/build/distributions/apache-pulsar-offloaders-X.Y.Z-bin.tar.gz</code></li>
+<li class=""><code>distribution/shell/build/distributions/apache-pulsar-shell-X.Y.Z-bin.tar.gz</code></li>
+<li class=""><code>distribution/shell/build/distributions/apache-pulsar-shell-X.Y.Z-bin.zip</code></li>
 </ul>
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=check-licenses>Check licenses<a href=#check-licenses class=hash-link aria-label="Direct link to Check licenses" title="Direct link to Check licenses" translate=no>​</a></h3>
-<p>First, check that the <code>LICENSE</code> and <code>NOTICE</code> files cover all included jars for the bin package. You can use script to cross-validate <code>LICENSE</code> file with included jars:</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="to [...]
-<p>In some older branches, the script is called <code>src/check-binary-license</code> instead of <code>src/check-binary-license.sh</code>.</p>
+<p>The Pulsar IO connectors are no longer part of the main Pulsar release: most built-in connectors were moved to a separate <code>pulsar-connectors</code> repository (<a href=https://github.com/apache/pulsar/blob/master/pip/pip-465.md target=_blank rel="noopener noreferrer" class="">PIP-465</a>) with its own release process.</p>
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=create-and-publish-the-gpg-key-if-you-havent-already-done-this>Create and publish the GPG key if you haven't already done this<a href=#create-and-publish-the-gpg-key-if-you-havent-already-done-this class=hash-link aria-label="Direct link to Create and publish the GPG key if you haven't already done this" title="Direct link to Create and publish the GPG key if you haven't already done this" translate=no>​</a></h3>
 <p>If you haven't already done it, <a class="" href=/contribute/create-gpg-keys/>create and publish the GPG key</a>. You will use the key to sign the release artifacts.</p>
 <p>Before running the script below, make sure that the <code>&lt;yourname>@apache.org</code> code signing key is the default gpg signing key.</p>
@@ -142,54 +122,50 @@ This is already available on MacOS. For Linux, create a shell alias:</p>
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># KEY_ID is in short format, subset key id visible in gpg -K</span><sp [...]
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=sign-and-stage-the-artifacts-to-local-svn-directory>Sign and stage the artifacts to local SVN directory<a href=#sign-and-stage-the-artifacts-to-local-svn-directory class=hash-link aria-label="Direct link to Sign and stage the artifacts to local SVN directory" title="Direct link to Sign and stage the artifacts to local SVN directory" translate=no>​</a></h3>
 <p>The src and bin artifacts need to be signed and finally uploaded to the dist SVN repository for staging. This step should not run inside the $PULSAR_PATH.</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># make sure to run svn mkdir commmand in a different dir(NOT IN $PULSA [...]
+<div class="theme-admonition theme-admonition-caution admonition_xJq3 alert alert--warning"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 16 16"><path fill-rule=evenodd d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"/></svg></span>Draft</div><div class [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># make sure to run svn mkdir commmand in a different dir(NOT IN $PULSA [...]
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=validate-the-release-files>Validate the release files<a href=#validate-the-release-files class=hash-link aria-label="Direct link to Validate the release files" title="Direct link to Validate the release files" translate=no>​</a></h3>
 <p>Then use instructions in <a class="" href=/contribute/validate-release-candidate/>verifying release candidates</a> page to do some sanity checks on the produced binary distributions.</p>
 <p>Make sure to run Apache RAT to verify the license headers in the src package:</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> /tmp</span><br/></div> [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> /tmp</span><br/></div> [...]
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=commit-and-upload-the-staged-files-in-the-local-svn-directory-to-asf-svn-server>Commit and upload the staged files in the local SVN directory to ASF SVN server<a href=#commit-and-upload-the-staged-files-in-the-local-svn-directory-to-asf-svn-server class=hash-link aria-label="Direct link to Commit and upload the staged files in the local SVN directory to ASF SVN server" title="Direct link to Commit and upload the staged files in the loca [...]
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain">  ~/pulsar-svn-release- [...]
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=stage-maven-modules>Stage Maven modules<a href=#stage-maven-modules class=hash-link aria-label="Direct link to Stage Maven modules" title="Direct link to Stage Maven modules" translate=no>​</a></h3>
+<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=stage-artifacts-in-the-asf-nexus-repository>Stage artifacts in the ASF Nexus repository<a href=#stage-artifacts-in-the-asf-nexus-repository class=hash-link aria-label="Direct link to Stage artifacts in the ASF Nexus repository" title="Direct link to Stage artifacts in the ASF Nexus repository" translate=no>​</a></h3>
 <div class="theme-admonition theme-admonition-caution admonition_xJq3 alert alert--warning"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 16 16"><path fill-rule=evenodd d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"/></svg></span>caution</div><div cla [...]
-<p>Set your ASF password in the following line. Add a space as the first character on the command line so that your password doesn't get recorded in shell history.</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain"> </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">export</span><span class [...]
-<p>Upload the artifacts to <a href=https://repository.apache.org target=_blank rel="noopener noreferrer" class="">ASF Nexus</a></p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="to [...]
+<p>Publish the artifacts to the <a href=https://repository.apache.org target=_blank rel="noopener noreferrer" class="">ASF Nexus</a> staging repository:</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="to [...]
+<p><code>--no-parallel</code> disables Gradle's parallel task execution for this invocation so that the per-module publish tasks don't upload to the ASF Nexus repository concurrently (concurrent uploads can end up in multiple implicitly-created staging repositories). It serves the same purpose as <code>-Daether.connector.basic.parallelPut=false</code> in the Maven-based process.</p>
+<div class="theme-admonition theme-admonition-caution admonition_xJq3 alert alert--warning"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 16 16"><path fill-rule=evenodd d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"/></svg></span>Draft</div><div class [...]
 <div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 14 16"><path fill-rule=evenodd d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2. [...]
 <p>This will ask for the GPG key passphrase and then upload it to the staging repository.</p>
 <p>Log in to the ASF Nexus repository at <a href=https://repository.apache.org target=_blank rel="noopener noreferrer" class="">https://repository.apache.org</a></p>
 <p>Click on "Staging Repositories" on the left sidebar and then select the current Pulsar staging repo. This should be called something like <code>orgapachepulsar-XYZ</code>.</p>
-<p>Add a version string such as "Apache Pulsar 3.0.4-candidate-1" to the clipboard with this command:</p>
+<p>Add a version string such as "Apache Pulsar 5.0.0-M1-candidate-1" to the clipboard with this command:</p>
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">printf</span><span class="token plain"> </span><span class [...]
 <p>Use the "Close" button to close the repository.</p>
 <p>Enter the version string in the description field before clicking "Confirm".</p>
 <p>This operation will take few minutes. Once complete click "Refresh" and now a link to the staging repository should be available, something like <a href=https://repository.apache.org/content/repositories/orgapachepulsar-XYZ target=_blank rel="noopener noreferrer" class="">https://repository.apache.org/content/repositories/orgapachepulsar-XYZ</a></p>
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=stage-docker-images>Stage Docker images<a href=#stage-docker-images class=hash-link aria-label="Direct link to Stage Docker images" title="Direct link to Stage Docker images" translate=no>​</a></h3>
-<p>After that, the following images will be built and pushed to your own DockerHub account:</p>
-<ul>
-<li class="">pulsar</li>
-<li class="">pulsar-all</li>
-</ul>
-<h4 class="anchor anchorTargetStickyNavbar_Vzrq" id=release-before-pulsar-30>Release before Pulsar 3.0<a href=#release-before-pulsar-30 class=hash-link aria-label="Direct link to Release before Pulsar 3.0" title="Direct link to Release before Pulsar 3.0" translate=no>​</a></h4>
-<p>This is supported only on Intel platforms. On Mac Apple Silicon, you can run Linux amd64 in a virtual machine or a physical machine outside the Apple laptop and use <code>export DOCKER_HOST=tcp://x.x.x.x:port</code> to use use the remote docker engine for building the docker image. Don't forward the TCP/IP connection over an unencrypted channel.
-You can start a socket proxy with <code>socat TCP-LISTEN:2375,bind=0.0.0.0,reuseaddr,fork UNIX-CLIENT:/var/run/docker.sock</code> inside the Linux Intel machine.
-For running the Linux Intel VM on Mac Apple Silicon, you could use <code>limactl create --name=linux_amd64 --rosetta --arch x86_64</code> to create a VM using <a href=https://lima-vm.io/ target=_blank rel="noopener noreferrer" class="">https://lima-vm.io/</a>.
-However, it is simpler to do the release on a Linux arm64 / x86_64 VM directly.</p>
-<p>Run the following commands on a Linux machine (or with Mac where DOCKER_HOST points to a Linux amd64/Intel machine):</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="to [...]
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=release-pulsar-30-and-later>Release Pulsar 3.0 and later<a href=#release-pulsar-30-and-later class=hash-link aria-label="Direct link to Release Pulsar 3.0 and later" title="Direct link to Release Pulsar 3.0 and later" translate=no>​</a></h3>
+<p>In this step, the <code>pulsar</code> docker image is built and pushed to your own DockerHub account. With the Gradle build, the <code>pulsar-all</code> image is no longer built: most Pulsar IO connectors were moved to a separate <code>pulsar-connectors</code> repository (<a href=https://github.com/apache/pulsar/blob/master/pip/pip-465.md target=_blank rel="noopener noreferrer" class="">PIP-465</a>). Skip the <code>pulsar-all</code> related parts of the following steps when releasing  [...]
 <p>Before building docker images, clean up build history so that you don't run out of diskspace in the middle of the build.
 Docker buildx in Docker Desktop limits the build history size to 20GB by default.</p>
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># check total docker disk usage</span><span class="token plain"></span [...]
-<p>For creating and publishing the docker images, run the following commands:</p>
+<p>For creating and publishing the docker image, run the following commands:</p>
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># set your dockerhub username</span><span class="token plain"></span>< [...]
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># login to dockerhub</span><span class="token plain"></span><br/></div [...]
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># ensure that you have the most recent base image locally</span><span  [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="to [...]
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=call-for-the-vote-to-release-a-version-based-on-the-release-candidate>Call for the vote to release a version based on the release candidate<a href=#call-for-the-vote-to-release-a-version-based-on-the-release-candidate class=hash-link aria-label="Direct link to Call for the vote to release a version based on the release candidate" title="Direct link to Call for the vote to release a version based on the release candidate" translate=no>​< [...]
 <p>Start a voting thread on the dev mailing list.</p>
 <p>Here is a way to render the template for the voting email.</p>
 <p>Set these shell variables</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">DOCKER_USER</span><span class="token o [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">DOCKER_USER</span><span class="token o [...]
+<p>Set the <code>INCLUDED_CHANGES</code> variable that lists the included changes in the voting email.</p>
+<p>For a regular release, link the changes since the previous release:</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PREVIOUS_VERSION_WITHOUT_RC</span><spa [...]
+<p>For a milestone release, there is no previous release that would make sense for the comparison. Instead, link the merged PRs of the release's GitHub milestone:</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">INCLUDED_CHANGES</span><span class="to [...]
+<p>For the second and later milestone releases (<code>-M2</code> onwards), additionally link the changes since the previous milestone release:</p>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PREVIOUS_MILESTONE</span><span class=" [...]
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">echo</span><span class="token plain"> </span><span class=" [...]
 <p>Set these additional shell variable after looking up the URLs</p>
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PULSAR_IMAGE_URL</span><span class="to [...]
@@ -197,19 +173,12 @@ Docker buildx in Docker Desktop limits the build history size to 20GB by default
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PULSAR_IMAGE_NAME</span><span class="t [...]
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># check that Pulsar standalone starts (use CTRL-C to terminate) for bo [...]
 <p>Now you can render the template to the clipboard</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">VOTE_DURATION</span><span class="token [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">VOTE_DURATION</span><span class="token [...]
 <p>The vote should be open for at least 72 hours (3 days). Votes from Pulsar PMC members will be considered binding, while anyone else is encouraged to verify the release and vote as well.</p>
 <p>If the release is approved here with 3 +1 binding votes, you can then proceed to the next step. Otherwise, you should repeat the previous steps and prepare another release candidate to vote.</p>
-<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=lts-preview-release-steps-this-only-applies-to-preview-releases-such-as-400-preview1>LTS Preview release steps (this only applies to preview releases such as 4.0.0-preview.1)<a href=#lts-preview-release-steps-this-only-applies-to-preview-releases-such-as-400-preview1 class=hash-link aria-label="Direct link to LTS Preview release steps (this only applies to preview releases such as 4.0.0-preview.1)" title="Direct link to LTS Preview rele [...]
-<p>For preview releases there is no release voting. The preview release is directly announced on Pulsar user and dev mailing lists to get release feedback before the official LTS release.</p>
-<p>A preview release is not an official Apache release and it's comparable to a nightly build of a project.
-The preview release artifacts will be made available on Maven central and Docker Hub so that users can practically use the artifacts in their existing build pipelines and provide feedback to the project. Binaries are complementary in Apache projects and don't state an official ASF release.</p>
-<p>Before continuing, perform a local <a class="" href=/contribute/validate-release-candidate/>release validation</a> for the artifacts.
-After this, follow the steps "Release Maven modules" and "Release Docker images" to publish the preview release in Maven central and DockerHub. The preview release isn't an official release and therefore the sources should NOT be released on SVN.</p>
-<p>Set the environment variables:</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PULSAR_IMAGE_NAME</span><span class="t [...]
-<p>To announce a LTS preview release, you can use this template:</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token function" style="color:rgb(80, 250, 123)">tee</span><span class="token plain"> </span><span class="token operat [...]
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=milestone-release-steps-this-only-applies-to-milestone-releases-such-as-500-m1>Milestone release steps (this only applies to milestone releases such as 5.0.0-M1)<a href=#milestone-release-steps-this-only-applies-to-milestone-releases-such-as-500-m1 class=hash-link aria-label="Direct link to Milestone release steps (this only applies to milestone releases such as 5.0.0-M1)" title="Direct link to Milestone release steps (this only applies [...]
+<p>Milestone releases (5.0.0-M1, 5.0.0-M2, …) are official Apache releases made before an upcoming LTS release to gather user feedback early. They follow the same release process as other releases, including the release candidates, voting, and promoting the release. Each milestone release is made from its own temporary release branch (<code>branch-5.0-M1</code>, <code>branch-5.0-M2</code>, …) cut from the master branch, which is dropped after the next milestone release or the final LTS r [...]
+<p>Milestone releases are not meant for production use cases, since breaking changes can be introduced between the milestone releases and the final LTS release. The main difference in the process is the <a href=#announce-the-release class="">release announcement</a>, which includes a disclaimer about this. Make sure the <code>LTS_RELEASE</code> environment variable is set as described in the <a href=#env-vars class="">environment variables step</a> so that the announcement template rende [...]
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=summarize-the-voting-for-the-release>Summarize the voting for the release<a href=#summarize-the-voting-for-the-release class=hash-link aria-label="Direct link to Summarize the voting for the release" title="Direct link to Summarize the voting for the release" translate=no>​</a></h2>
 <p>Once the vote has been passed, you will need to send a result vote to <a href=mailto:dev@pulsar.apache.org target=_blank rel="noopener noreferrer" class="">dev@pulsar.apache.org</a> on the voting thread.</p>
 <p>Message:</p>
@@ -228,7 +197,7 @@ Please check the <a href=#env-vars class="">environment variables step</a> for d
 <li class="">Find "Previous tag: auto" in the UI above the text box and choose the previous release there.</li>
 <li class="">Click "Generate release notes".</li>
 <li class="">Review the generated release notes.</li>
-<li class="">Since changes are cherry-picked, you will have to include a link such as <a href="https://github.com/apache/pulsar/pulls?q=is%3Apr+is%3Amerged+label%3Arelease%2F2.11.4+label%3Acherry-picked%2Fbranch-2.11+sort%3Acreated-asc" target=_blank rel="noopener noreferrer" class="">Cherry-picked changes</a>. There's a <a class="" href=/contribute/release-note-guide/>separate guide for generating automated release notes</a>.</li>
+<li class="">Since changes are cherry-picked, you will have to include a link such as <a href="https://github.com/apache/pulsar/pulls?q=is%3Apr+is%3Amerged+label%3Arelease%2F4.2.2+label%3Acherry-picked%2Fbranch-4.2+sort%3Acreated-asc" target=_blank rel="noopener noreferrer" class="">Cherry-picked changes</a>. There's a <a class="" href=/contribute/release-note-guide/>separate guide for generating automated release notes</a>.</li>
 <li class="">Unselect "Set as the latest release" (that should be only selected for the actual latest release of Pulsar)</li>
 <li class="">Click "Publish release".</li>
 </ol>
@@ -290,7 +259,8 @@ Select the repository and click on "Release". Artifacts will now be made availab
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=swagger-files>Swagger files<a href=#swagger-files class=hash-link aria-label="Direct link to Swagger files" title="Direct link to Swagger files" translate=no>​</a></h3>
 <p>This step is for every release.</p>
 <p>First, build swagger files from apache/pulsar repo at the released tag:</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># ensure the correct JDK version is used for building</span><span clas [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># ensure the correct JDK version is used for building</span><span clas [...]
+<div class="theme-admonition theme-admonition-caution admonition_xJq3 alert alert--warning"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 16 16"><path fill-rule=evenodd d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"/></svg></span>Draft</div><div class [...]
 <p>Now, run the following script from the main branch of apache/pulsar-site repo:</p>
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> tools/pytools</span><b [...]
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># commit files</span><span class="token plain"></span><br/></div><div  [...]
@@ -310,7 +280,7 @@ Select the repository and click on "Release". Artifacts will now be made availab
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=reference>Reference<a href=#reference class=hash-link aria-label="Direct link to Reference" title="Direct link to Reference" translate=no>​</a></h3>
 <div class="theme-admonition theme-admonition-caution admonition_xJq3 alert alert--warning"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 16 16"><path fill-rule=evenodd d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"/></svg></span>caution</div><div cla [...]
 <p>You can generate references of config and command-line tool by running the following script from the main branch of apache/pulsar-site repo:</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># build Pulsar distributions under /path/to/pulsar-3.X.Y</span><span c [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># build Pulsar distributions under /path/to/pulsar-X.Y.Z</span><span c [...]
 <p>For new feature releases, you will need to manually edit <code>src/static/reference/index.html</code> and add a new entry for the feature release (for example <code>4.1.x</code>) in 2 locations:</p>
 <div class="language-patch codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-patch codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">+          '&lt;option value="4.1.x">4.1.x&lt;/value>' +</span><br/></div><div class=token-line style=co [...]
 <p>Commit the changes:</p>
@@ -334,7 +304,7 @@ Select the repository and click on "Release". Artifacts will now be made availab
 <p>Otherwise, you should update the dropdown version list in this file: <code>src/theme/DocsVersionDropdownNavbarItem.js</code></p>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=announce-the-release>Announce the release<a href=#announce-the-release class=hash-link aria-label="Direct link to Announce the release" title="Direct link to Announce the release" translate=no>​</a></h2>
 <p>Once the release artifacts are available in the Apache Mirrors and the website is updated, you need to announce the release. You should email to <a href=mailto:dev@pulsar.apache.org target=_blank rel="noopener noreferrer" class="">dev@pulsar.apache.org</a>, <a href=mailto:users@pulsar.apache.org target=_blank rel="noopener noreferrer" class="">users@pulsar.apache.org</a>, and <a href=mailto:announce@apache.org target=_blank rel="noopener noreferrer" class="">announce@apache.org</a>. H [...]
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token function" style="color:rgb(80, 250, 123)">tee</span><span class="token plain"> </span><span class="token operat [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># for milestone releases (version contains -M), a disclaimer is includ [...]
 <p>Send the email in plain text mode since the <a href=mailto:announce@apache.org target=_blank rel="noopener noreferrer" class="">announce@apache.org</a> mailing list will reject messages with text/html content.</p>
 <p>In Gmail, there's an option to set "Plain text mode" in the "⋮" menu.</p>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=write-a-blog-post-optional>Write a blog post (optional)<a href=#write-a-blog-post-optional class=hash-link aria-label="Direct link to Write a blog post (optional)" title="Direct link to Write a blog post (optional)" translate=no>​</a></h2>
@@ -342,18 +312,19 @@ Select the repository and click on "Release". Artifacts will now be made availab
 <p>You can follow the example <a href=https://github.com/apache/pulsar/pull/2308 target=_blank rel="noopener noreferrer" class="">here</a>. Be aware that the source of blog is moved to <a href=https://github.com/apache/pulsar-site/tree/main/blog target=_blank rel="noopener noreferrer" class="">here</a>.</p>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=remove-old-releases>Remove old releases<a href=#remove-old-releases class=hash-link aria-label="Direct link to Remove old releases" title="Direct link to Remove old releases" translate=no>​</a></h2>
 <p>Remove the old releases (if any). You only need the latest release there, and older releases are available through the Apache archive:</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># Get the list of releases</span><span class="token plain"></span><br/ [...]
-<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=move-to-next-version-in-pomxml>Move to next version in pom.xml<a href=#move-to-next-version-in-pomxml class=hash-link aria-label="Direct link to Move to next version in pom.xml" title="Direct link to Move to next version in pom.xml" translate=no>​</a></h2>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># Get the list of releases</span><span class="token plain"></span><br/ [...]
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=move-to-the-next-snapshot-version>Move to the next snapshot version<a href=#move-to-the-next-snapshot-version class=hash-link aria-label="Direct link to Move to the next snapshot version" title="Direct link to Move to the next snapshot version" translate=no>​</a></h2>
+<p>The <code>./src/set-project-version.sh</code> script updates the project version on both Gradle- and Maven-based branches.</p>
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=feature-releases-master-branch>Feature releases (master branch)<a href=#feature-releases-master-branch class=hash-link aria-label="Direct link to Feature releases (master branch)" title="Direct link to Feature releases (master branch)" translate=no>​</a></h3>
 <p>You need to move the master version to the next iteration <code>Y</code> (<code>X + 1</code>).</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> checkout master</span><br/></div [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> checkout master</span><br/></div [...]
 <p>Since this needs to be merged into <code>master</code>, you need to follow the regular process and create a Pull Request on GitHub.</p>
 <p>For feature releases, since a new branch is created for the release, the new branch needs to be protected against force pushes to prevent corrupting the commit history. This is done by adding a rule to the branch protection settings for the new branch in <code>.asf.yaml</code>.</p>
 <div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-yaml codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">export RELEASE_BRANCH="branch</span><span class="token punctuation" style="color:rgb(248, 248, 242)">-</sp [...]
 <p>This will prevent force pushing to the release branch, which is important to maintain the integrity of the commit history.</p>
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=for-maintenance-branches>For maintenance branches<a href=#for-maintenance-branches class=hash-link aria-label="Direct link to For maintenance branches" title="Direct link to For maintenance branches" translate=no>​</a></h3>
 <p>After the release process, you should bump the project version and append it with <code>-SNAPSHOT</code>.</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">./src/set-project-version.sh x.x.x-SNAPSHOT</span><br/></div><div class=token-line style=color:#F8F8F2>< [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">./src/set-project-version.sh x.x.x-SNAPSHOT</span><br/></div><div class=token-line style=color:#F8F8F2>< [...]
                 <div class=social-icons>
                   <a target=_blank href=https://communityinviter.com/apps/apache-pulsar/apache-pulsar aria-label="Join the Apache Pulsar Slack workspace">
                     <img alt="Slack logo" src=/img/slack-white.svg width=26>
diff --git a/content/contribute/setup-building/index.html b/content/contribute/setup-building/index.html
index 4100c62d785..d916d465a94 100644
--- a/content/contribute/setup-building/index.html
+++ b/content/contribute/setup-building/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-setup-building" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Setup and building | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property= [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-setup-building" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Setup and building | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property= [...]
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@@ -27,23 +27,36 @@
         </svg>
       </div>
     </a>
-  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
-<table><thead><tr><th>Dependency<th>Description<tbody><tr><td>Git<td>The source code of Pulsar is hosted on GitHub as a git repository. To work with the git repository, please <a href=https://git-scm.com/downloads target=_blank rel="noopener noreferrer" class="">install git</a>. We highly recommend that you also <a class="" href=/contribute/setup-git/#mergetool>set up a Git mergetool</a> for resolving merge conflicts.<tr><td>JDK<td>The source code of Pulsar is primarily written in Java.  [...]
-<div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 14 16"><path fill-rule=evenodd d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2. [...]
-<div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 14 16"><path fill-rule=evenodd d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2. [...]
-Please consider checking <a href=https://pulsar.apache.org/docs/3.1.x/getting-started-docker/ target=_blank rel="noopener noreferrer" class="">Run Pulsar In Docker</a></div></div>
+  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
+<div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 14 16"><path fill-rule=evenodd d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2. [...]
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=prerequisites>Prerequisites<a href=#prerequisites class=hash-link aria-label="Direct link to Prerequisites" title="Direct link to Prerequisites" translate=no>​</a></h2>
+<table><thead><tr><th>Dependency<th>Description<tbody><tr><td>Git<td>The source code of Pulsar is hosted on GitHub as a git repository. To work with the git repository, please <a href=https://git-scm.com/downloads target=_blank rel="noopener noreferrer" class="">install git</a>. We highly recommend that you also <a class="" href=/contribute/setup-git/#mergetool>set up a Git mergetool</a> for resolving merge conflicts.<tr><td>JDK<td>The source code of Pulsar is primarily written in Java.  [...]
+<p>There is no separate build tool to install: the repository includes the <a href=https://docs.gradle.org/current/userguide/gradle_wrapper.html target=_blank rel="noopener noreferrer" class="">Gradle Wrapper</a>, so a Gradle installation is not needed.</p>
+<div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 14 16"><path fill-rule=evenodd d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2. [...]
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=clone>Clone<a href=#clone class=hash-link aria-label="Direct link to Clone" title="Direct link to Clone" translate=no>​</a></h2>
 <p>Clone the source code to your development machine:</p>
 <div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> clone https://github.com/apache/pu [...]
 <p>The following commands are assumed to be executed from the project root directory:</p>
 <div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> pulsar</span><br/></div> [...]
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=build>Build<a href=#build class=hash-link aria-label="Direct link to Build" title="Direct link to Build" translate=no>​</a></h2>
-<p>Compile and install to local Maven repository:</p>
-<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">./mvnw clean </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class [...]
+<p>Compile and assemble everything, or a single module:</p>
+<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">./gradlew assemble</span><br/></div><div class=token-line style=color:#F8F8F2><span class="token plain">./ [...]
+<p>Lint / verify (license headers, formatting, checkstyle) — run before pushing:</p>
+<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">./gradlew rat spotlessCheck checkstyleMain checkstyleTest</span><br/></div><div class=token-line style=col [...]
+<p>For the Gradle build infrastructure and how to change build files (convention plugins, version catalog, configuration-cache rules), see <a href=https://github.com/apache/pulsar/blob/master/ARCHITECTURE.md#build-infrastructure target=_blank rel="noopener noreferrer" class=""><code>ARCHITECTURE.md</code> → Build infrastructure</a> in the apache/pulsar repository.</p>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=run-tests>Run tests<a href=#run-tests class=hash-link aria-label="Direct link to Run tests" title="Direct link to Run tests" translate=no>​</a></h2>
+<p>Always scope test runs with <code>--tests</code> — running a whole module's test task is slow:</p>
+<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># Run a single test class</span><span class="token plain"></span><br/></ [...]
+<div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 14 16"><path fill-rule=evenodd d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2. [...]
+<p>For test groups, test-related build properties, container-based integration tests, and running the full CI pipeline, see <a href=https://github.com/apache/pulsar/blob/master/CONTRIBUTING.md#running-tests target=_blank rel="noopener noreferrer" class=""><code>CONTRIBUTING.md</code> → Running tests</a> in the apache/pulsar repository and the <a class="" href=/contribute/personal-ci/>Personal CI guide</a>.</p>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=run>Run<a href=#run class=hash-link aria-label="Direct link to Run" title="Direct link to Run" translate=no>​</a></h2>
+<p>Start a standalone Pulsar service (broker + bookie + metadata in one JVM):</p>
 <div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">bin/pulsar standalone</span><br/></div></code></pre></div></div>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=connect>Connect<a href=#connect class=hash-link aria-label="Direct link to Connect" title="Direct link to Connect" translate=no>​</a></h2>
-<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">bin/pulsar-shell</span><br/></div></code></pre></div></div></div><footer class="theme-doc-footer docusauru [...]
+<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">bin/pulsar-shell</span><br/></div></code></pre></div></div>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=build-docker-images>Build docker images<a href=#build-docker-images class=hash-link aria-label="Direct link to Build docker images" title="Direct link to Build docker images" translate=no>​</a></h2>
+<p>Build the <code>apachepulsar/pulsar:latest</code> and <code>apachepulsar/pulsar-all:latest</code> docker images:</p>
+<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">./gradlew </span><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="to [...]
                 <div class=social-icons>
                   <a target=_blank href=https://communityinviter.com/apps/apache-pulsar/apache-pulsar aria-label="Join the Apache Pulsar Slack workspace">
                     <img alt="Slack logo" src=/img/slack-white.svg width=26>
diff --git a/content/contribute/setup-buildtools/index.html b/content/contribute/setup-buildtools/index.html
index bfc7df99e4f..3f3d0dbf6b5 100644
--- a/content/contribute/setup-buildtools/index.html
+++ b/content/contribute/setup-buildtools/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-setup-buildtools" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Setting up JDKs and Maven using SDKMAN | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta  [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-setup-buildtools" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Setting up JDKs using SDKMAN | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=tr [...]
 <symbol id=theme-svg-external-link viewBox="0 0 24 24"><path fill=currentColor d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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 <script>!function(){var t;document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{for(var[t,e]of new URLSearchParams(window.location.search).entries())if(t.startsWith("docusaurus-data-")){var a=t.replace("docusaurus-data-","data-");document.documentElement.setAttribute(a,e)}}catch(t){}}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"tru [...]
@@ -27,29 +27,31 @@
         </svg>
       </div>
     </a>
-  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
+  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
+<p>Building the Pulsar <code>master</code> branch requires <strong>JDK 21 or JDK 25</strong> (the bytecode targets Java 17). There is no separate build tool to install: Pulsar uses a <a href=https://gradle.org/ target=_blank rel="noopener noreferrer" class="">Gradle</a> build (migrated from Maven via <a href=https://github.com/apache/pulsar/blob/master/pip/pip-463.md target=_blank rel="noopener noreferrer" class="">PIP-463</a>), and the repository includes the <a href=https://docs.gradle [...]
+<p>The instructions below cover installing and managing JDK versions with <a href=https://sdkman.io/ target=_blank rel="noopener noreferrer" class="">SDKMAN</a>.</p>
+<div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 14 16"><path fill-rule=evenodd d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2. [...]
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=setting-up-jdks-using-sdkman>Setting up JDKs using SDKMAN<a href=#setting-up-jdks-using-sdkman class=hash-link aria-label="Direct link to Setting up JDKs using SDKMAN" title="Direct link to Setting up JDKs using SDKMAN" translate=no>​</a></h2>
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=install-sdkman>Install SDKMAN<a href=#install-sdkman class=hash-link aria-label="Direct link to Install SDKMAN" title="Direct link to Install SDKMAN" translate=no>​</a></h3>
 <p>See <a href=https://sdkman.io/install target=_blank rel="noopener noreferrer" class="">https://sdkman.io/install</a> for detailed instructions.</p>
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=install-jdk-versions-21-and-17>Install JDK versions 21 and 17<a href=#install-jdk-versions-21-and-17 class=hash-link aria-label="Direct link to Install JDK versions 21 and 17" title="Direct link to Install JDK versions 21 and 17" translate=no>​</a></h3>
+<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=install-a-jdk>Install a JDK<a href=#install-a-jdk class=hash-link aria-label="Direct link to Install a JDK" title="Direct link to Install a JDK" translate=no>​</a></h3>
 <p>In Pulsar development, we use <a href=https://docs.aws.amazon.com/corretto/ target=_blank rel="noopener noreferrer" class="">Amazon Corretto OpenJDK</a> to build Pulsar.</p>
 <ul>
-<li class="">JDK 21 for Pulsar version >= 3.3<!-- -->
+<li class="">JDK 21 or 25 is required for building the Pulsar <code>master</code> branch<!-- -->
 <ul>
-<li class="">code will be compiled for Java 17 with Java 21</li>
-<li class="">Pulsar docker images are running Java 21 since 3.3.0</li>
+<li class="">code is compiled for Java 17 bytecode</li>
+<li class="">Pulsar docker images run Java 21</li>
 </ul>
 </li>
-<li class="">JDK 17 for Pulsar version >= 2.11</li>
-<li class="">JDK 8 or 11 for Pulsar version &lt; 2.11</li>
 </ul>
-<h4 class="anchor anchorTargetStickyNavbar_Vzrq" id=installing-amazon-corretto-openjdk-versions-21-and-17-using-sdkman>Installing Amazon Corretto OpenJDK versions 21 and 17 using SDKMAN.<a href=#installing-amazon-corretto-openjdk-versions-21-and-17-using-sdkman class=hash-link aria-label="Direct link to Installing Amazon Corretto OpenJDK versions 21 and 17 using SDKMAN." title="Direct link to Installing Amazon Corretto OpenJDK versions 21 and 17 using SDKMAN." translate=no>​</a></h4>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># find out most recent Amazon Corretto release</span><span class="toke [...]
+<h4 class="anchor anchorTargetStickyNavbar_Vzrq" id=installing-amazon-corretto-openjdk-using-sdkman>Installing Amazon Corretto OpenJDK using SDKMAN<a href=#installing-amazon-corretto-openjdk-using-sdkman class=hash-link aria-label="Direct link to Installing Amazon Corretto OpenJDK using SDKMAN" title="Direct link to Installing Amazon Corretto OpenJDK using SDKMAN" translate=no>​</a></h4>
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># find out most recent Amazon Corretto release</span><span class="toke [...]
 <h4 class="anchor anchorTargetStickyNavbar_Vzrq" id=setting-up-java-version-auto-switching-with-sdkman-optional>Setting up Java version auto-switching with SDKMAN (optional)<a href=#setting-up-java-version-auto-switching-with-sdkman-optional class=hash-link aria-label="Direct link to Setting up Java version auto-switching with SDKMAN (optional)" title="Direct link to Setting up Java version auto-switching with SDKMAN (optional)" translate=no>​</a></h4>
 <p>With auto-switching, when there's a <code>.sdkmanrc</code> file in a directory, SDKMAN will switch to the defined Java version.
 This is convenient for developers to switch between different versions of Java.</p>
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># enable sdkman_auto_env</span><span class="token plain"></span><br/>< [...]
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=install-maven>Install Maven<a href=#install-maven class=hash-link aria-label="Direct link to Install Maven" title="Direct link to Install Maven" translate=no>​</a></h3>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">sdk i maven </span><span class="token number">3.9</span><span class="token plain">.9</span><br/></div></ [...]
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=gradle-command-line-completion-optional>Gradle command-line completion (optional)<a href=#gradle-command-line-completion-optional class=hash-link aria-label="Direct link to Gradle command-line completion (optional)" title="Direct link to Gradle command-line completion (optional)" translate=no>​</a></h2>
+<p>For a better developer experience, install <a href=https://docs.gradle.org/current/userguide/command_line_interface.html#sec:command_line_completion target=_blank rel="noopener noreferrer" class="">Gradle command-line completion</a> (<a href="https://github.com/gradle/gradle-completion?tab=readme-ov-file#gradle-completion" target=_blank rel="noopener noreferrer" class="">gradle-completion installation instructions</a>) for bash and zsh shells.</div><footer class="theme-doc-footer docu [...]
                 <div class=social-icons>
                   <a target=_blank href=https://communityinviter.com/apps/apache-pulsar/apache-pulsar aria-label="Join the Apache Pulsar Slack workspace">
                     <img alt="Slack logo" src=/img/slack-white.svg width=26>
diff --git a/content/contribute/setup-debugging/index.html b/content/contribute/setup-debugging/index.html
index 3503bf9b1bc..02fdd73f0ff 100644
--- a/content/contribute/setup-debugging/index.html
+++ b/content/contribute/setup-debugging/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-setup-debugging" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Debugging Pulsar source code in IDE | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-setup-debugging" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Debugging Pulsar source code in IDE | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data [...]
 <symbol id=theme-svg-external-link viewBox="0 0 24 24"><path fill=currentColor d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
 </defs></svg>
 <script>!function(){var t;document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{for(var[t,e]of new URLSearchParams(window.location.search).entries())if(t.startsWith("docusaurus-data-")){var a=t.replace("docusaurus-data-","data-");document.documentElement.setAttribute(a,e)}}catch(t){}}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"tru [...]
@@ -27,7 +27,7 @@
         </svg>
       </div>
     </a>
-  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
+  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=debugging-pulsar-in-standalone-mode>Debugging Pulsar in Standalone Mode<a href=#debugging-pulsar-in-standalone-mode class=hash-link aria-label="Direct link to Debugging Pulsar in Standalone Mode" title="Direct link to Debugging Pulsar in Standalone Mode" translate=no>​</a></h2>
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=download-and-extract-pulsar-binary-distribution>Download and Extract Pulsar Binary Distribution<a href=#download-and-extract-pulsar-binary-distribution class=hash-link aria-label="Direct link to Download and Extract Pulsar Binary Distribution" title="Direct link to Download and Extract Pulsar Binary Distribution" translate=no>​</a></h3>
 <p>Download the binary distribution of the desired Pulsar release and extract it to a directory of your choice.</p>
@@ -55,7 +55,7 @@
 <div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 14 16"><path fill-rule=evenodd d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2. [...]
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=debugging-the-source-version-of-pulsar>Debugging the source version of Pulsar<a href=#debugging-the-source-version-of-pulsar class=hash-link aria-label="Direct link to Debugging the source version of Pulsar" title="Direct link to Debugging the source version of Pulsar" translate=no>​</a></h2>
 <p>Clone and compile Pulsar from source code and run Pulsar in standalone mode with debugger options:</p>
-<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> clone https://github.com/apache/pu [...]
+<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> clone https://github.com/apache/pu [...]
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=debugging-pulsar-shell-and-pulsar-client>Debugging pulsar-shell and pulsar-client<a href=#debugging-pulsar-shell-and-pulsar-client class=hash-link aria-label="Direct link to Debugging pulsar-shell and pulsar-client" title="Direct link to Debugging pulsar-shell and pulsar-client" translate=no>​</a></h2>
 <div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># For Pulsar-Shell</span><span class="token plain"></span><br/></div><di [...]
 <p>Ensure that the debugger is configured in your IDE to connect to the specified port.</p>
diff --git a/content/contribute/setup-git/index.html b/content/contribute/setup-git/index.html
index d3215cf18a8..d73ee953df4 100644
--- a/content/contribute/setup-git/index.html
+++ b/content/contribute/setup-git/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-setup-git" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Setting up Git for maintenance of Pulsar | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data- [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-setup-git" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Setting up Git for maintenance of Pulsar | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data- [...]
 <symbol id=theme-svg-external-link viewBox="0 0 24 24"><path fill=currentColor d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
 </defs></svg>
 <script>!function(){var t;document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{for(var[t,e]of new URLSearchParams(window.location.search).entries())if(t.startsWith("docusaurus-data-")){var a=t.replace("docusaurus-data-","data-");document.documentElement.setAttribute(a,e)}}catch(t){}}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"tru [...]
@@ -27,7 +27,7 @@
         </svg>
       </div>
     </a>
-  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
+  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=tooling>Tooling<a href=#tooling class=hash-link aria-label="Direct link to Tooling" title="Direct link to Tooling" translate=no>​</a></h3>
 <h4 class="anchor anchorTargetStickyNavbar_Vzrq" id=install-gh-command-line-tool-for-github>Install <code>gh</code> command line tool for GitHub<a href=#install-gh-command-line-tool-for-github class=hash-link aria-label="Direct link to install-gh-command-line-tool-for-github" title="Direct link to install-gh-command-line-tool-for-github" translate=no>​</a></h4>
 <p>Installing with <code>brew</code>, for other package managers, follow instructions at <a href=https://cli.github.com/ target=_blank rel="noopener noreferrer" class="">https://cli.github.com/</a>.</p>
@@ -52,13 +52,14 @@
 <p>Check out Pulsar repository</p>
 <div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token comment" style="color:rgb(98, 114, 164)"># assuming that GitHub autentication has been configured with "gh auth [...]
 <p>Add separate working directories that share the local git repository</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">for</span><span class="token plain"> </span><span c [...]
+<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">for</span><span class="token plain"> </span><span c [...]
 <p>After this you would have these directories in the same level as the original checked out <code>pulsar</code> directory:</p>
-<div class="language-text codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-text codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">pulsar-branch-3.3</span><br/></div><div class=token-line style=color:#F8F8F2><span class="token plain">pul [...]
+<div class="language-text codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-text codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">pulsar-branch-4.2</span><br/></div><div class=token-line style=color:#F8F8F2><span class="token plain">pul [...]
 <p>There a limitation that each branch can only be checked out in one working directory at a time. If that becomes a problem you could temporarily detach the current branch in the working directory with <code>git commit --detach HEAD</code> command.</p>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=mergetool>Merge conflict resolution tooling<a href=#mergetool class=hash-link aria-label="Direct link to Merge conflict resolution tooling" title="Direct link to Merge conflict resolution tooling" translate=no>​</a></h2>
 <p>For Apache Pulsar core developers, handling git merge conflict resolution is necessary.
 To efficiently resolve merge conflicts, setting up tools that assist in visualizing these conflicts and resolving them is essential.</p>
+<p>An AI coding agent is also a good tool for cherry-picking a commit and resolving the merge conflicts — see <a class="" href=/contribute/maintenance-process/#using-an-ai-coding-agent-for-cherry-picking>Using an AI coding agent for cherry-picking</a>.</p>
 <p>For developers starting to use automated tools to resolve merge conflicts during cherry-picking, IntelliJ is a recommended option. It offers excellent tooling, but its integration with a command-line workflow is not seamless. It performs well when you initiate the cherry-picking process in IntelliJ and handle the merge conflict resolution within the same environment. However, resolving a merge conflict often involves multiple steps, including reverting and amending changes until a sat [...]
 <p>For more advanced users who use <code>git</code> on the command line, setting up the <code>git mergetool</code> is recommended.
 Here's an example of how to set up <code>kdiff3</code> as a mergetool.</p>
diff --git a/content/contribute/setup-ide/index.html b/content/contribute/setup-ide/index.html
index 618cfc63530..cbec63fcad9 100644
--- a/content/contribute/setup-ide/index.html
+++ b/content/contribute/setup-ide/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-setup-ide" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Setting up an IDE | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:ima [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-setup-ide" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Setting up an IDE | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:ima [...]
 <symbol id=theme-svg-external-link viewBox="0 0 24 24"><path fill=currentColor d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
 </defs></svg>
 <script>!function(){var t;document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{for(var[t,e]of new URLSearchParams(window.location.search).entries())if(t.startsWith("docusaurus-data-")){var a=t.replace("docusaurus-data-","data-");document.documentElement.setAttribute(a,e)}}catch(t){}}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"tru [...]
@@ -27,46 +27,20 @@
         </svg>
       </div>
     </a>
-  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
+  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
+<div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 14 16"><path fill-rule=evenodd d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2. [...]
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=intellij-idea>IntelliJ IDEA<a href=#intellij-idea class=hash-link aria-label="Direct link to IntelliJ IDEA" title="Direct link to IntelliJ IDEA" translate=no>​</a></h2>
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=configure-project-jdk-to-jdk-21>Configure Project JDK to JDK 21<a href=#configure-project-jdk-to-jdk-21 class=hash-link aria-label="Direct link to Configure Project JDK to JDK 21" title="Direct link to Configure Project JDK to JDK 21" translate=no>​</a></h3>
+<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=open-the-project>Open the project<a href=#open-the-project class=hash-link aria-label="Direct link to Open the project" title="Direct link to Open the project" translate=no>​</a></h3>
+<p>Open the Pulsar source directory in IntelliJ IDEA (<strong>File</strong> → <strong>Open</strong> and select the cloned <code>pulsar</code> directory). IntelliJ detects the Gradle build from <code>settings.gradle.kts</code> and imports the project automatically.</p>
+<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=configure-the-jdk>Configure the JDK<a href=#configure-the-jdk class=hash-link aria-label="Direct link to Configure the JDK" title="Direct link to Configure the JDK" translate=no>​</a></h3>
+<p>Building the <code>master</code> branch requires JDK 21 or 25 (see <a class="" href=/contribute/setup-buildtools/>"Setting up JDKs using SDKMAN"</a>).</p>
 <ol>
-<li class="">Open <strong>Project Settings</strong>. Click <strong>File</strong> → <strong>Project Structure</strong> → <strong>Project Settings</strong> → <strong>Project</strong>.</li>
-<li class="">Select the JDK version. From the JDK version drop-down list, select <strong>Download JDK...</strong> or choose an existing recent Java 21 JDK version <a class="" href=/contribute/setup-buildtools/>installed by SDKMAN</a>.</li>
-<li class="">In the download dialog, select version <strong>17</strong> and vendor <strong>Amazon Corretto</strong>.</li>
-</ol>
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=configure-java-version-for-maven>Configure Java version for Maven<a href=#configure-java-version-for-maven class=hash-link aria-label="Direct link to Configure Java version for Maven" title="Direct link to Configure Java version for Maven" translate=no>​</a></h3>
-<ol>
-<li class="">Open Maven Importing Settings. Click <strong>Settings</strong> → <strong>Build, Execution, Deployment</strong> → <strong>Build Tools</strong> → <strong>Maven</strong> → <strong>Importing</strong>.</li>
-<li class="">For <strong>JDK for Importer</strong> setting, select <strong>Use Project JDK</strong>. This uses the Java 21 JDK for running Maven when importing the project.</li>
-<li class="">Ensure that the JRE setting in <strong>Maven</strong> → <strong>Runner</strong> dialog is set to <strong>Use Project JDK</strong>.</li>
-</ol>
-<div class="theme-admonition theme-admonition-caution admonition_xJq3 alert alert--warning"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 16 16"><path fill-rule=evenodd d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"/></svg></span>caution</div><div cla [...]
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=configure-annotation-processing>Configure annotation processing<a href=#configure-annotation-processing class=hash-link aria-label="Direct link to Configure annotation processing" title="Direct link to Configure annotation processing" translate=no>​</a></h3>
-<ol>
-<li class="">Open Annotation Processors Settings. Click <strong>Settings</strong> → <strong>Build, Execution, Deployment</strong> → <strong>Compiler</strong> → <strong>Annotation Processors</strong>.</li>
-<li class="">Select the following buttons:<!-- -->
-<ol>
-<li class=""><strong>Enable annotation processing</strong></li>
-<li class=""><strong>Obtain processors from project classpath</strong></li>
-<li class="">Store generated sources relative to: <strong>Module output directory</strong></li>
-</ol>
-</li>
-<li class="">Set the generated source directories to be equal to the Maven directories:<!-- -->
-<ol>
-<li class="">Set "Production sources directory:" to "generated-sources".</li>
-<li class="">Set "Test sources directory:" to "generated-test-sources".</li>
-</ol>
-</li>
-<li class="">Click <strong>OK</strong>.</li>
-<li class="">Enable the lombok plugin in intelliJ.</li>
-</ol>
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=configure-vm-options-for-compiler-process-to-avoid-stackoverflowerror-with-lombok>Configure VM options for compiler process to avoid StackOverflowError with Lombok<a href=#configure-vm-options-for-compiler-process-to-avoid-stackoverflowerror-with-lombok class=hash-link aria-label="Direct link to Configure VM options for compiler process to avoid StackOverflowError with Lombok" title="Direct link to Configure VM options for compiler proc [...]
-<ol>
-<li class="">Open Compiler Settings. Click <strong>Settings</strong> → <strong>Build, Execution, Deployment</strong> → <strong>Compiler</strong></li>
-<li class="">Under <strong>Build Process</strong>, set <strong>Shared VM options</strong> to <code>-Xss1500k</code></li>
-<li class="">Click <strong>OK</strong>.</li>
+<li class="">Set the project JDK: Click <strong>File</strong> → <strong>Project Structure</strong> → <strong>Project Settings</strong> → <strong>Project</strong> and select a Java 21 JDK. From the JDK version drop-down list you can also choose <strong>Download JDK...</strong> and select version <strong>21</strong> and vendor <strong>Amazon Corretto</strong>.</li>
+<li class="">Set the Gradle JVM: Click <strong>Settings</strong> → <strong>Build, Execution, Deployment</strong> → <strong>Build Tools</strong> → <strong>Gradle</strong> and set <strong>Gradle JVM</strong> to <strong>Project SDK</strong>.</li>
 </ol>
+<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=build-and-run-delegation-to-gradle>Build and run delegation to Gradle<a href=#build-and-run-delegation-to-gradle class=hash-link aria-label="Direct link to Build and run delegation to Gradle" title="Direct link to Build and run delegation to Gradle" translate=no>​</a></h3>
+<p>Keep the default setting <strong>Build and run using: Gradle</strong> and <strong>Run tests using: Gradle</strong> (<strong>Settings</strong> → <strong>Build, Execution, Deployment</strong> → <strong>Build Tools</strong> → <strong>Gradle</strong>). With Gradle delegation, annotation processing (Lombok) and code generation (protobuf / lightproto) are handled by the Gradle build, so no separate annotation-processing configuration is needed.</p>
+<p>Ensure the Lombok plugin is enabled in IntelliJ (it is bundled with recent IntelliJ IDEA versions).</p>
 <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=configure-code-style>Configure code style<a href=#configure-code-style class=hash-link aria-label="Direct link to Configure code style" title="Direct link to Configure code style" translate=no>​</a></h3>
 <ol>
 <li class="">Open Code Style Settings dialog box by going to <strong>Settings</strong> → <strong>Editor</strong> → <strong>Code Style</strong>.</li>
@@ -79,7 +53,7 @@
 <ol>
 <li class="">Install the Checkstyle-IDEA plugin.</li>
 <li class="">Open Checkstyle Settings. Click <strong>Settings</strong> → <strong>Tools</strong> → <strong>Checkstyle</strong>.</li>
-<li class="">Set <strong>Checkstyle version</strong> to <strong>10.14.2</strong>.</li>
+<li class="">Set <strong>Checkstyle version</strong> to the version used by the build (defined as <code>checkstyle</code> in <a href=https://github.com/apache/pulsar/blob/master/gradle/libs.versions.toml target=_blank rel="noopener noreferrer" class=""><code>gradle/libs.versions.toml</code></a>), or the nearest version available in the plugin.</li>
 <li class="">Set <strong>Scan scope</strong> to <strong>Only Java sources (including tests)</strong>.</li>
 <li class="">Click <strong>+</strong> button in the <strong>Configuration</strong> section to open a dialog to choose the checkstyle config file.<!-- -->
 <ol>
@@ -97,63 +71,17 @@
 </ol>
 <p>You can scan individual files by activating CheckStyle UI in the left side bar. The icon is a pencil.</p>
 <p><img decoding=async loading=lazy alt="Checkstyle UI in IntelliJ" src=/assets/images/intellij-checkstyle-1ee9911fe146710b823820a073f69b76.png width=1332 height=1220 class=img_ev3q /></p>
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=further-configuration>Further configuration<a href=#further-configuration class=hash-link aria-label="Direct link to Further configuration" title="Direct link to Further configuration" translate=no>​</a></h3>
-<ul>
-<li class="">When working on the Pulsar core modules in IntelliJ, reduce the number of active projects in IntelliJ to speed up IDE actions and reduce unrelated IDE warnings.<!-- -->
-<ul>
-<li class="">In IntelliJ's Maven UI's tree view under "Profiles"<!-- -->
-<ul>
-<li class="">Activate "core-modules" Maven profile</li>
-<li class="">De-activate "main" Maven profile</li>
-<li class="">Run the "Reload All Maven Projects" action from the Maven UI toolbar. You can also find the action by the name in the IntelliJ "Search Everywhere" window that gets activated by pressing the <strong>Shift</strong> key twice.</li>
-</ul>
-</li>
-</ul>
-</li>
-<li class="">Run the "Generate Sources and Update Folders For All Projects" action from the Maven UI toolbar. You can also find the action by the name in the IntelliJ "Search Everywhere" window that gets activated by pressing the <strong>Shift</strong> key twice. Running the action takes about 10 minutes for all projects. This is faster when the "core-modules" profile is the only active profile.</li>
-</ul>
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=troubleshooting>Troubleshooting<a href=#troubleshooting class=hash-link aria-label="Direct link to Troubleshooting" title="Direct link to Troubleshooting" translate=no>​</a></h3>
-<ul>
-<li class="">In the case of compilation errors with missing Protobuf classes, ensure to run the "Generate Sources and Update Folders For All Projects" action.</li>
-<li class="">When all the Pulsar source code doesn't compile properly in IntelliJ and there are compilation errors:<!-- -->
-<ul>
-<li class="">Use the "core-modules" profile if working on the Pulsar core modules since the source code for those modules can be compiled in IntelliJ.</li>
-<li class="">Sometimes it might help to mark a specific project ignored in IntelliJ Maven UI by right-clicking the project name and select <strong>Ignore Projects</strong> from the menu.</li>
-<li class="">Currently, it is not always possible to run unit tests directly from the IDE because of the compilation issues. As a workaround, individual test classes can be run by using the <code>mvn test -Dtest=TestClassName</code> command.</li>
-</ul>
-</li>
-<li class="">The above steps have all been performed, but a test still won't run.<!-- -->
-<ul>
-<li class="">In this case, try the following steps:<!-- -->
-<ol>
-<li class="">Close IntelliJ.</li>
-<li class="">Run <code>mvn clean install -DskipTests</code> on the command line.</li>
-<li class="">Reopen IntelliJ.</li>
-</ol>
-</li>
-<li class="">If that still doesn't work:<!-- -->
-<ol>
-<li class="">Verify Maven is using a supported version. Currently, the supported version of Maven is specified in the <code>&lt;requireMavenVersion></code> section of the root <code>pom.xml</code> file.</li>
-<li class="">Try "restart and clear caches" in IntelliJ and repeat the above steps to reload projects and generate sources.</li>
-</ol>
-</li>
-</ul>
-</li>
-</ul>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=visual-studio-code-vs-code>Visual Studio Code (VS Code)<a href=#visual-studio-code-vs-code class=hash-link aria-label="Direct link to Visual Studio Code (VS Code)" title="Direct link to Visual Studio Code (VS Code)" translate=no>​</a></h2>
 <p>Before starting, make sure you have installed the <a href="https://marketplace.visualstudio.com/items?itemName=vscjava.vscode-java-pack" target=_blank rel="noopener noreferrer" class="">Java Extension Pack</a> in VS Code.</p>
-<p>Since multiple versions of Java are used for Pulsar development, it is recommended to use <a href=https://sdkman.io/installation target=_blank rel="noopener noreferrer" class="">SDKMAN</a> to manage different versions of Java. The separate guide <a class="" href=/contribute/setup-buildtools/>how to setup build tools</a> explains how to install Java 17 and 21 using SDKMAN.</p>
+<p>On Windows, use WSL2 with VS Code's <a href=https://code.visualstudio.com/docs/remote/wsl target=_blank rel="noopener noreferrer" class="">WSL extension</a>, which runs the development environment inside WSL2 while the VS Code UI runs on Windows.</p>
+<p>It is recommended to use <a href=https://sdkman.io/installation target=_blank rel="noopener noreferrer" class="">SDKMAN</a> to manage Java versions. The separate guide <a class="" href=/contribute/setup-buildtools/>how to setup build tools</a> explains how to install Java 21 using SDKMAN.</p>
 <p>Once you have installed the Java versions using SDKMAN, you can add (or modify) the following settings to your VS Code User level <code>settings.json</code> file. Please check <a href=https://code.visualstudio.com/docs/getstarted/settings target=_blank rel="noopener noreferrer" class="">VS Code documentation</a> for more details. The simplest way to open the settings file is to run the <code>Preferences: Open Settings (JSON)</code> command from the Command Palette (<code>Ctrl+Shift+P< [...]
-<div class="language-json codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-json codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br/></div><div class=toke [...]
-<p>If the <code>java.jdt.ls.java.home</code> setting doesn't point to a Java 21 JDK, you must remove <code>-XX:+ZGenerational</code> from <code>java.jdt.ls.vmargs</code> setting since Java 21 is the first version that supports generational ZGC.</p>
+<div class="language-json codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-json codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br/></div><div class=toke [...]
 <p>The <code>java.autobuild.enabled</code> setting is set to <code>false</code> since building the Pulsar project in VS Code takes very long time.</p>
 <p>The <code>java.debug.settings.onBuildFailureProceed</code> is set to <code>true</code> so that tests can be run even when there are individual build failures.</p>
-<p>Before running tests, you need to build the project manually at least once using the following command:</p>
-<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">mvn -Pcore-modules,-main </span><span class="token parameter variable" style="color:rgb(189, 147, 249);f [...]
-<p>This will make the protobuf / lightproto generated classes available to the tests run in the IDE. Without this there will be errors at runtime about missing classes or Mockito related errors.</p>
 <p>For troubleshooting, please check <a href=https://github.com/redhat-developer/vscode-java/wiki/Troubleshooting target=_blank rel="noopener noreferrer" class="">Language support for Java extension documentation</a>. Adding <code>"java.transport": "stdio"</code> to the settings can help display errors in the error log if the problem is related to the language server.</p>
 <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=eclipse>Eclipse<a href=#eclipse class=hash-link aria-label="Direct link to Eclipse" title="Direct link to Eclipse" translate=no>​</a></h2>
-<p>Follow <a href=https://howtodoinjava.com/automation/lombok-eclipse-installation-examples/ target=_blank rel="noopener noreferrer" class="">these instructions</a> to configure your Eclipse setup.</div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href=https://github.com/apache/pulsar-site/edit/main/contribute/setup-ide.md target=_blank rel="noopener noreferrer" class=theme-edit-this-page [...]
+<p>Follow <a href=https://howtodoinjava.com/automation/lombok-eclipse-installation-examples/ target=_blank rel="noopener noreferrer" class="">these instructions</a> to configure your Eclipse setup.</div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href=https://github.com/apache/pulsar-site/edit/main/contribute/setup-ide.md target=_blank rel="noopener noreferrer" class=theme-edit-this-page [...]
                 <div class=social-icons>
                   <a target=_blank href=https://communityinviter.com/apps/apache-pulsar/apache-pulsar aria-label="Join the Apache Pulsar Slack workspace">
                     <img alt="Slack logo" src=/img/slack-white.svg width=26>
diff --git a/content/contribute/site-intro/index.html b/content/contribute/site-intro/index.html
index 111894e3a80..5c534018eed 100644
--- a/content/contribute/site-intro/index.html
+++ b/content/contribute/site-intro/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-site-intro" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Introduction | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:image c [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-site-intro" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Introduction | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:image c [...]
 <symbol id=theme-svg-external-link viewBox="0 0 24 24"><path fill=currentColor d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
 </defs></svg>
 <script>!function(){var t;document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{for(var[t,e]of new URLSearchParams(window.location.search).entries())if(t.startsWith("docusaurus-data-")){var a=t.replace("docusaurus-data-","data-");document.documentElement.setAttribute(a,e)}}catch(t){}}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"tru [...]
diff --git a/content/contribute/testing-licenses/index.html b/content/contribute/testing-licenses/index.html
index 63bdde0928e..cb7b1987f88 100644
--- a/content/contribute/testing-licenses/index.html
+++ b/content/contribute/testing-licenses/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-testing-licenses" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>License header | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-testing-licenses" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>License header | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og [...]
 <symbol id=theme-svg-external-link viewBox="0 0 24 24"><path fill=currentColor d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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 <script>!function(){var t;document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{for(var[t,e]of new URLSearchParams(window.location.search).entries())if(t.startsWith("docusaurus-data-")){var a=t.replace("docusaurus-data-","data-");document.documentElement.setAttribute(a,e)}}catch(t){}}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"tru [...]
@@ -27,8 +27,12 @@
         </svg>
       </div>
     </a>
-  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
-<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">mvn initialize license:format</span><br/></div></code></pre></div></div></div><footer class="theme-doc-foo [...]
+  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
+<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">./gradlew spotlessApply</span><br/></div></code></pre></div></div>
+<p>Verify license headers (and formatting / checkstyle) before pushing:</p>
+<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">./gradlew rat spotlessCheck checkstyleMain checkstyleTest</span><br/></div></code></pre></div></div>
+<p>When you add or change a runtime dependency, the bundled-dependency <code>LICENSE</code>/<code>NOTICE</code> files of the binary distributions must be updated as well. Verify the coverage with:</p>
+<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#F8F8F2;--prism-background-color:#282A36><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#F8F8F2;background-color:#282A36><code class=codeBlockLines_e6Vv><div class=token-line style=color:#F8F8F2><span class="token plain">./gradlew checkBinaryLicense</span><br/></div></code></pre></div></div></div><footer class="theme-doc-foot [...]
                 <div class=social-icons>
                   <a target=_blank href=https://communityinviter.com/apps/apache-pulsar/apache-pulsar aria-label="Join the Apache Pulsar Slack workspace">
                     <img alt="Slack logo" src=/img/slack-white.svg width=26>
diff --git a/content/contribute/validate-release-candidate/index.html b/content/contribute/validate-release-candidate/index.html
index 9e2320a6bda..36f25dc8661 100644
--- a/content/contribute/validate-release-candidate/index.html
+++ b/content/contribute/validate-release-candidate/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-validate-release-candidate" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Validating release candidates | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-contribute docs-version-current docs-doc-page docs-doc-id-validate-release-candidate" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Validating release candidates | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta [...]
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diff --git a/content/docs/4.2.x/adaptors-kafka/index.html b/content/docs/4.2.x/adaptors-kafka/index.html
index 7f4bbaa9121..9796fe4b5bc 100644
--- a/content/docs/4.2.x/adaptors-kafka/index.html
+++ b/content/docs/4.2.x/adaptors-kafka/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-default docs-version-4.2.x docs-doc-page docs-doc-id-adaptors-kafka" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Pulsar adaptor for Apache Kafka | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true p [...]
+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-default docs-version-4.2.x docs-doc-page docs-doc-id-adaptors-kafka" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Pulsar adaptor for Apache Kafka | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true p [...]
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diff --git a/content/docs/next/txn-why/index.html b/content/docs/next/txn-why/index.html
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diff --git a/content/download/index.html b/content/download/index.html
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+  </div></div><nav aria-label=Main class="theme-layout-navbar navbar navbar--fixed-top"><div class=navbar__inner><div class="theme-layout-navbar-left navbar__items"><button aria-label="Toggle navigation bar" aria-expanded=false class="navbar__toggle clean-btn" type=button><svg width=30 height=30 viewBox="0 0 30 30" aria-hidden=true><path stroke=currentColor stroke-linecap=round stroke-miterlimit=10 stroke-width=2 d="M4 7h22M4 15h22M4 23h22"/></svg></button><a class=navbar__brand href=/>< [...]
 <li class=""><a href=/blog/2024/10/24/announcing-apache-pulsar-4-0 target=_blank rel="noopener noreferrer" class="">What's New in Apache Pulsar 4.0</a></li>
 <li class=""><a href=/contribute/release-policy target=_blank rel="noopener noreferrer" class="">All Versions Schedule</a></li>
 <li class=""><a href=/release-notes target=_blank rel="noopener noreferrer" class="">Release notes</a></li>
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+<!doctype html><html lang=en dir=ltr class="plugin-pages plugin-id-default" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Apache Pulsar</title><meta data-rh=true property=og:title content="Apache Pulsar"/><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:image content=https://pulsar.apac [...]
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diff --git a/content/powered-by/index.html b/content/powered-by/index.html
index 2dc46584720..e15527ef348 100644
--- a/content/powered-by/index.html
+++ b/content/powered-by/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="plugin-pages plugin-id-default" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Apache Pulsar</title><meta data-rh=true property=og:title content="Apache Pulsar"/><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:image content=https://pulsar.apac [...]
+<!doctype html><html lang=en dir=ltr class="plugin-pages plugin-id-default" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Apache Pulsar</title><meta data-rh=true property=og:title content="Apache Pulsar"/><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:image content=https://pulsar.apac [...]
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diff --git a/content/presentations/index.html b/content/presentations/index.html
index 02ad3b5e1e4..bf900dc4a9a 100644
--- a/content/presentations/index.html
+++ b/content/presentations/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html lang=en dir=ltr class="plugin-pages plugin-id-default" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Presentations | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:image content=https://pulsar.apache.org/img/pulsar-social-media-card.png /><met [...]
+<!doctype html><html lang=en dir=ltr class="plugin-pages plugin-id-default" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>Presentations | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true property=og:image content=https://pulsar.apache.org/img/pulsar-social-media-card.png /><met [...]
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diff --git a/content/reference/next/client/client-configuration-client.md b/content/reference/next/client/client-configuration-client.md
index 3940423e3d2..12d00b8c014 100644
--- a/content/reference/next/client/client-configuration-client.md
+++ b/content/reference/next/client/client-configuration-client.md
@@ -52,14 +52,14 @@ The number of concurrent lookup requests that can be sent on each broker connect
 **Default**: `5000`
 
 ### connectionMaxIdleSeconds
-Release the connection if it is not used for more than [connectionMaxIdleSeconds] seconds. If  [connectionMaxIdleSeconds] < 0, disabled the feature that auto release the idle connections
+Release the connection if it is not used for more than [connectionMaxIdleSeconds] seconds. If [connectionMaxIdleSeconds] < 0, disables the feature that auto-releases the idle connections
 
 **Type**: `int`
 
 **Default**: `60`
 
 ### connectionTimeoutMs
-Duration of waiting for a connection to a broker to be established.If the duration passes without a response from a broker, the connection attempt is dropped.
+Duration of waiting for a connection to a broker to be established. If the duration passes without a response from a broker, the connection attempt is dropped.
 
 **Type**: `int`
 
@@ -129,7 +129,7 @@ Seconds of keeping alive interval for each client broker connection.
 **Default**: `30`
 
 ### listenerName
-Listener name for lookup. Clients can use listenerName to choose one of the listeners as the service URL to create a connection to the broker as long as the network is accessible."advertisedListeners" must enabled in broker side.
+Listener name for lookup. Clients can use listenerName to choose one of the listeners as the service URL to create a connection to the broker as long as the network is accessible. "advertisedListeners" must be enabled on the broker side.
 
 **Type**: `java.lang.String`
 
@@ -241,14 +241,14 @@ The implementation class of ServiceUrlProvider used to generate ServiceUrl.
 **Default**: `null`
 
 ### serviceUrlQuarantineInitDurationMs
-The initial duration (in milliseconds) to quarantine endpoints that fail to connect.A value of 0 means don't quarantine any endpoints even if they fail.
+The initial duration (in milliseconds) to quarantine endpoints that fail to connect. A value of 0 means don't quarantine any endpoints even if they fail.
 
 **Type**: `long`
 
 **Default**: `60000`
 
 ### serviceUrlQuarantineMaxDurationMs
-The max duration (in milliseconds) to quarantine endpoints that fail to connect.A value of 0 means don't quarantine any endpoints even if they fail.
+The max duration (in milliseconds) to quarantine endpoints that fail to connect. A value of 0 means don't quarantine any endpoints even if they fail.
 
 **Type**: `long`
 
@@ -268,6 +268,13 @@ Password of SOCKS5 proxy.
 
 **Default**: `null`
 
+### socks5ProxyScope
+Selector that controls which connections go through the SOCKS5 proxy. BINARY_ONLY (default for PulsarClient) only routes Pulsar binary protocol connections; HTTP_ONLY only routes HTTP/HTTPS traffic (HTTP lookups, failover HTTP clients, admin REST); BOTH routes both. This preserves backward compatibility with the pre-existing behavior where the SOCKS5 proxy on PulsarClient only applied to the binary protocol.
+
+**Type**: `org.apache.pulsar.client.api.Socks5ProxyScope`
+
+**Default**: `BINARY_ONLY`
+
 ### socks5ProxyUsername
 User name of SOCKS5 proxy.
 
@@ -276,7 +283,7 @@ User name of SOCKS5 proxy.
 **Default**: `null`
 
 ### sslFactoryPlugin
-SSL Factory Plugin class to provide SSLEngine and SSLContext objects. The default  class used is DefaultPulsarSslFactory.
+SSL Factory Plugin class to provide SSLEngine and SSLContext objects. The default class used is DefaultPulsarSslFactory.
 
 **Type**: `java.lang.String`
 
diff --git a/content/reference/next/client/client-configuration-consumer.md b/content/reference/next/client/client-configuration-consumer.md
index 794341c5bd4..d8153acf06d 100644
--- a/content/reference/next/client/client-configuration-consumer.md
+++ b/content/reference/next/client/client-configuration-consumer.md
@@ -17,7 +17,7 @@ Timeout of unacked messages
 **Default**: `0`
 
 ### ackTimeoutRedeliveryBackoff
-Interface for custom message is ackTimeout policy. You can specify `RedeliveryBackoff` for a consumer.
+Interface for the custom message ack-timeout policy. You can specify `RedeliveryBackoff` for a consumer.
 
 **Type**: `org.apache.pulsar.client.api.RedeliveryBackoff`
 
@@ -62,12 +62,12 @@ Consumer name
 ### cryptoFailureAction
 Consumer should take action when it receives a message that can not be decrypted.
 * **FAIL**: this is the default option to fail messages until crypto succeeds.
-* **DISCARD**:silently acknowledge and not deliver message to an application.
+* **DISCARD**: silently acknowledge and not deliver message to an application.
 * **CONSUME**: deliver encrypted messages to applications. It is the application's responsibility to decrypt the message.
 
 The decompression of message fails.
 
-If messages contain batch messages, a client is not be able to retrieve individual messages in batch.
+If messages contain batch messages, a client is not able to retrieve individual messages in batch.
 
 Delivered encrypted message contains {@link EncryptionContext} which contains encryption and compression information in it using which application can decrypt consumed message payload.
 
@@ -136,9 +136,9 @@ This setting reduces the receiver queue size for individual partitions if the to
 **Default**: `50000`
 
 ### negativeAckPrecisionBitCnt
-The redelivery time precision bit count. The lower bits of the redelivery time will betrimmed to reduce the memory occupation.
-The default value is 8, which means theredelivery time will be bucketed by 256ms, the redelivery time could be earlier(no later)than the expected time, but no more than 256ms. 
-If set to k, the redelivery time will bebucketed by 2^k ms.
+The redelivery time precision bit count. The lower bits of the redelivery time will be trimmed to reduce the memory occupation.
+The default value is 8, which means the redelivery time will be bucketed by 256ms, the redelivery time could be earlier (no later) than the expected time, but no more than 256ms. 
+If set to k, the redelivery time will be bucketed by 2^k ms.
 If the value is 0, the redelivery time will be accurate to ms.
 
 **Type**: `int`
@@ -146,7 +146,7 @@ If the value is 0, the redelivery time will be accurate to ms.
 **Default**: `8`
 
 ### negativeAckRedeliveryBackoff
-Interface for custom message is negativeAcked policy. You can specify `RedeliveryBackoff` for a consumer.
+Interface for the custom message negative-acknowledgment policy. You can specify `RedeliveryBackoff` for a consumer.
 
 **Type**: `org.apache.pulsar.client.api.RedeliveryBackoff`
 
diff --git a/content/reference/next/client/client-configuration-producer.md b/content/reference/next/client/client-configuration-producer.md
index d8cbfd5c8c3..f302dd80902 100644
--- a/content/reference/next/client/client-configuration-producer.md
+++ b/content/reference/next/client/client-configuration-producer.md
@@ -73,7 +73,7 @@ Hashing function determining the partition where you publish a particular messag
 Available options are as follows:
 * `pulsar.JavastringHash`: the equivalent of `string.hashCode()` in Java
 * `pulsar.Murmur3_32Hash`: applies the [Murmur3](https://en.wikipedia.org/wiki/MurmurHash) hashing function
-* `pulsar.BoostHash`: applies the hashing function from C++'s[Boost](https://www.boost.org/doc/libs/1_62_0/doc/html/hash.html) library
+* `pulsar.BoostHash`: applies the hashing function from C++'s [Boost](https://www.boost.org/doc/libs/1_62_0/doc/html/hash.html) library
 
 **Type**: `org.apache.pulsar.client.api.HashingScheme`
 
diff --git a/content/reference/next/client/client-configuration-reader.md b/content/reference/next/client/client-configuration-reader.md
index b37e9edc73b..422a3374ac3 100644
--- a/content/reference/next/client/client-configuration-reader.md
+++ b/content/reference/next/client/client-configuration-reader.md
@@ -17,10 +17,10 @@ Consumer should take action when it receives a message that can not be decrypted
 
 The message decompression fails.
 
-If messages contain batch messages, a client is not be able to retrieve individual messages in batch.
+If messages contain batch messages, a client is not able to retrieve individual messages in batch.
 
-Delivered encrypted message contains {@link EncryptionContext} which contains encryption and compression information in it using which application can decrypt consumed message payload.cannot set with {@link ReaderDecryptFailListener}, and if ReaderDecryptFailListener are set,
-application should responsible for handling decryption failure.
+Delivered encrypted message contains {@link EncryptionContext} which contains encryption and compression information in it using which application can decrypt consumed message payload. It cannot be set together with a {@link ReaderDecryptFailListener}, and if a ReaderDecryptFailListener is set,
+the application is responsible for handling decryption failures.
 
 **Type**: `org.apache.pulsar.client.api.ConsumerCryptoFailureAction`
 
diff --git a/content/reference/next/config/reference-configuration-broker.md b/content/reference/next/config/reference-configuration-broker.md
index 0effe14dda8..49a6a77f6aa 100644
--- a/content/reference/next/config/reference-configuration-broker.md
+++ b/content/reference/next/config/reference-configuration-broker.md
@@ -1238,6 +1238,17 @@ Name of load manager to use
 
 **Category**: Load Balancer
 
+### loadManagerMigrationEnabled
+When load manager migration is enabled, the broker will redirect requests to another broker if the load manager on the current broker is not using the load manager of the latest service lookup data available in the metadata store.
+
+**Type**: `boolean`
+
+**Default**: `false`
+
+**Dynamic**: `true`
+
+**Category**: Load Balancer
+
 ### loadManagerServiceUnitStateTableViewClassName
 Name of ServiceUnitStateTableView implementation class to use
 
@@ -1578,6 +1589,28 @@ Enable the packages management service or not
 
 **Category**: Packages Management
 
+### packagesManagementAllowLegacyJavaSerialization
+Whether to accept reading legacy Java-serialized package metadata written by older brokers. A strict ObjectInputFilter allowlist is applied unconditionally whenever the legacy path runs. Defaults to true for upgrade compatibility; disable once all existing packages have been re-uploaded or rewritten via updateMeta. This default is scheduled to flip to false in a future release.
+
+**Type**: `boolean`
+
+**Default**: `true`
+
+**Dynamic**: `false`
+
+**Category**: Packages Management
+
+### packagesManagementJsonSerializationEnabled
+Whether new package metadata writes use JSON (safe) or the legacy Java serialization format. Defaults to true. Set to false only as a temporary rollback path; the legacy format will be removed in a future release.
+
+**Type**: `boolean`
+
+**Default**: `true`
+
+**Dynamic**: `false`
+
+**Category**: Packages Management
+
 ### packagesManagementLedgerRootPath
 The bookkeeper ledger root path
 
@@ -2099,7 +2132,7 @@ Setting this value to 0 will disable the limit calculated per consumer.
 
 **Type**: `int`
 
-**Default**: `2000`
+**Default**: `4000`
 
 **Dynamic**: `true`
 
@@ -2108,13 +2141,14 @@ Setting this value to 0 will disable the limit calculated per consumer.
 ### keySharedLookAheadMsgInReplayThresholdPerSubscription
 For Key_Shared subscriptions, if messages cannot be dispatched to consumers due to a slow consumer or a blocked key hash (because of ordering constraints), the broker will continue reading more messages from the backlog and attempt to dispatch them to consumers until the number of replay messages reaches the calculated threshold.
 Formula: threshold = min(keySharedLookAheadMsgInReplayThresholdPerConsumer * connected consumer count, keySharedLookAheadMsgInReplayThresholdPerSubscription).
-This value should be set to a value less than 2 * managedLedgerMaxUnackedRangesToPersist.
-Setting this value to 0 will disable the limit calculated per subscription.
+Keep this value relatively low to increase the cache hit ratio for Key_Shared replay queue reads; it should also be less than 2 * managedLedgerMaxUnackedRangesToPersist.
+However, with workloads that have low key cardinality (few distinct keys), a low value can leave some consumers idle, since the dispatcher pauses once this threshold is reached and stops reading new messages for the other consumers; increasing the value allows more messages to be in flight in such cases. Since the effective threshold is the minimum of the per-consumer and per-subscription limits, keySharedLookAheadMsgInReplayThresholdPerConsumer should also be increased, or set to 0 (dis [...]
+Setting this value to 0 will disable the limit calculated per subscription. Disabling it might result in the number of unacked ranges to persist exceeding managedLedgerMaxUnackedRangesToPersist, therefore disabling is not recommended.
 
 
 **Type**: `int`
 
-**Default**: `20000`
+**Default**: `40000`
 
 **Dynamic**: `true`
 
@@ -2346,6 +2380,28 @@ Interval (in seconds) for ResourceGroupService periodic tasks while resource gro
 
 **Category**: Policies
 
+### scalableTopicConsumerSessionGracePeriodSeconds
+Grace period (seconds) the controller leader waits for a disconnected scalable-topic consumer to reconnect with the same consumer name before evicting its session and reassigning its segments to remaining consumers.
+
+**Type**: `int`
+
+**Default**: `60`
+
+**Dynamic**: `false`
+
+**Category**: Policies
+
+### scalableTopicsEnabled
+Enables the scalable-topics V5 API on this broker. When disabled, the broker advertises supports_scalable_topics=false in CommandConnected feature flags and rejects scalable-topic commands from clients.
+
+**Type**: `boolean`
+
+**Default**: `true`
+
+**Dynamic**: `false`
+
+**Category**: Policies
+
 ### subscribeRatePeriodPerConsumerInSecond
 Rate period for {subscribeThrottlingRatePerConsumer}. Default is 30s.
 
@@ -2808,7 +2864,7 @@ Whether to enable the acknowledge of batch local index
 **Category**: Server
 
 ### advertisedAddress
-Hostname or IP address the service advertises to the outside world. If not set, the value of `InetAddress.getLocalHost().getCanonicalHostName()` is used.
+Hostname or IP advertised to clients for the internal listener. Combined with the *Port properties it forms the internal listener's advertised URLs (e.g. `pulsar://<advertisedAddress\>:<brokerServicePort\>`). If not set, defaults to `InetAddress.getLocalHost().getCanonicalHostName()`.
 
 **Type**: `java.lang.String`
 
@@ -2819,7 +2875,10 @@ Hostname or IP address the service advertises to the outside world. If not set,
 **Category**: Server
 
 ### advertisedListeners
-Used to specify multiple advertised listeners for the broker. The value must format as <listener_name\>:pulsar://<host\>:<port\>,multiple listeners should separate with commas.Do not use this configuration with advertisedAddress and brokerServicePort.The Default value is absent means use advertisedAddress and brokerServicePort.
+Declares additional advertised listeners — typically external listeners that complement the internal one.
+ Format: comma-separated `<listener_name\>:<scheme\>://<host\>:<port\>` entries. Supported schemes: `pulsar`, `pulsar+ssl`, `http`, `https`. A listener name may be repeated to declare multiple schemes for the same listener.
+ The internal listener is auto-configured from `advertisedAddress` plus the *Port properties (`brokerServicePort` / `brokerServicePortTls` / `webServicePort` / `webServicePortTls`) so it does not need an entry here. URLs declared here under `internalListenerName` do override that auto-configured listener, but this is not recommended because it can route cluster-internal traffic through an external endpoint (for example, an external load balancer).
+ Legacy fallback: when `internalListenerName` is left blank, the first listener parsed from this property is used as the internal listener (so in that case its entry here is required).
 
 **Type**: `java.lang.String`
 
@@ -2863,7 +2922,7 @@ Defines how the broker will anonymize the role and originalAuthRole before loggi
 **Category**: Server
 
 ### bindAddress
-Hostname or IP address the service binds on
+Local network interface IP for the internal listener's port bindings. Use a specific local IP to bind to a single interface, or `0.0.0.0` to bind on all interfaces. Default is `0.0.0.0`.
 
 **Type**: `java.lang.String`
 
@@ -2874,7 +2933,12 @@ Hostname or IP address the service binds on
 **Category**: Server
 
 ### bindAddresses
-Used to specify additional bind addresses for the broker. The value must format as <listener_name\>:<scheme\>://<host\>:<port\>, multiple bind addresses should be separated with commas. Associates each bind address with an advertised listener and protocol handler. Note that the brokerServicePort, brokerServicePortTls, webServicePort, and webServicePortTls properties define additional bindings.
+Per-listener socket bindings.
+ The internal listener's bindings are derived automatically from `bindAddress` plus the port properties (`brokerServicePort` / `brokerServicePortTls` / `webServicePort` / `webServicePortTls`) and do not need to be repeated here.
+ PIP-95 smart listener selection routes a connection to the listener whose port it arrived on. For the Pulsar binary protocol (`pulsar` / `pulsar+ssl`) this is optional — clients can also pass an explicit `listenerName`. For the HTTP/HTTPS Admin API (`http` / `https`) it is the only routing mechanism, so every HTTP/HTTPS advertised listener reachable from outside the cluster needs a dedicated entry here on a unique port. This lets a layer-4 TCP load balancer serve the Admin API directly  [...]
+ Format: comma-separated `<listener_name\>:<scheme\>://<ip\>:<port\>` entries. Supported schemes: `pulsar`, `pulsar+ssl`, `http`, `https`. The `<ip\>` part selects which local network interface the port binds to: use a specific local IP, or `0.0.0.0` to bind on all interfaces. A local hostname is also accepted but not recommended.
+ Each `ip:port` may be bound by exactly one (listener, scheme) pair. An entry that exactly matches the auto-derived internal-listener binding is tolerated; assigning the same `ip:port` to a different listener or scheme fails validation.
+ Port `0` (OS-assigned ephemeral port) is supported only for the internal listener.
 
 **Type**: `java.lang.String`
 
@@ -3007,7 +3071,7 @@ Using a value of 0, is disabling compression check.
 **Category**: Server
 
 ### brokerServicePort
-The port for serving binary protobuf requests. If set, defines a server binding for bindAddress:brokerServicePort. The Default value is 6650.
+Port for the Pulsar binary protocol of the internal listener. The same port number is used both for the local socket binding (with `bindAddress`) and for the advertised URL (with `advertisedAddress`), so no entry in `advertisedListeners` or `bindAddresses` is required for the internal listener. Default is 6650.
 
 **Type**: `java.util.Optional`
 
@@ -3018,7 +3082,7 @@ The port for serving binary protobuf requests. If set, defines a server binding
 **Category**: Server
 
 ### brokerServicePortTls
-The port for serving TLS-secured binary protobuf requests. If set, defines a server binding for bindAddress:brokerServicePortTls.
+Port for the Pulsar binary protocol TLS endpoint of the internal listener. Used both for the local socket binding and the advertised URL. By default TLS is disabled.
 
 **Type**: `java.util.Optional`
 
@@ -3554,11 +3618,13 @@ Capacity for thread pool queue in the HTTP server Default is set to 8192.
 **Category**: Server
 
 ### internalListenerName
-Used to specify the internal listener name for the broker.The listener name must contain in the advertisedListeners.The Default value is absent, the broker uses the first listener as the internal listener.
+Name of the listener used for cluster-internal broker-to-broker communication (lookup redirects, admin forwarding to owner or leader broker). Defaults to `internal`.
+ When set (the default), the internal listener is auto-configured from `advertisedAddress` plus the *Port properties. The internal listener must advertise addresses reachable from other brokers in the same cluster; avoid overriding its URLs in `advertisedListeners` to point at an external load balancer because that would route cluster-internal traffic outside the cluster. For external clients, declare a separate non-internal listener in `advertisedListeners` instead. The default name `in [...]
+ Setting this to an empty string restores the legacy fallback: the first listener parsed from `advertisedListeners` is used as the internal listener.
 
 **Type**: `java.lang.String`
 
-**Default**: `null`
+**Default**: `internal`
 
 **Dynamic**: `false`
 
@@ -3703,7 +3769,7 @@ Max memory size for broker handling messages sending from producers.
 
 **Type**: `int`
 
-**Default**: `2000`
+**Default**: `1999`
 
 **Dynamic**: `true`
 
@@ -4323,7 +4389,15 @@ Number of worker threads to serve topic ordered executor
 **Category**: Server
 
 ### topicPoliciesServiceClassName
-The class name of the topic policies service. The default config only takes affect when the systemTopicEnable config is true
+The class name of the topic policies service. There are 2 built-in implementations:
+1. "org.apache.pulsar.broker.service.SystemTopicBasedTopicPoliciesService" (default)
+  It stores a topic's policies in the `__change_events` topic. If `systemTopicEnabled` is false,
+  the topic policies will just be disabled
+2. "org.apache.pulsar.broker.service.MetadataStoreTopicPoliciesService"
+  It stores a topic's policies in the metadata store. If `systemTopicEnabled` is true and the
+  topic's namespace has a `__change_events` topic, the policies will still be stored in the
+  `__change_events` topic for backward compatibility.
+
 
 **Type**: `java.lang.String`
 
@@ -4460,7 +4534,7 @@ Defaults to true when either webServiceHaProxyProtocolEnabled or webServiceTrust
 **Category**: Server
 
 ### webServicePort
-The port for serving http requests
+Port for the HTTP admin/REST endpoint of the internal listener. Used both for the local socket binding and the advertised URL.
 
 **Type**: `java.util.Optional`
 
@@ -4471,7 +4545,7 @@ The port for serving http requests
 **Category**: Server
 
 ### webServicePortTls
-The port for serving https requests
+Port for the HTTPS admin/REST endpoint of the internal listener. Used both for the local socket binding and the advertised URL. By default TLS is disabled.
 
 **Type**: `java.util.Optional`
 
@@ -5200,7 +5274,7 @@ If value is NONE, then save the ManagedCursorInfo bytes data directly.
 
 **Type**: `java.lang.String`
 
-**Default**: `NONE`
+**Default**: `LZ4`
 
 **Dynamic**: `false`
 
@@ -5327,7 +5401,7 @@ This memory is allocated from JVM direct memory and it's shared across all the t
 
 **Type**: `int`
 
-**Default**: `800`
+**Default**: `799`
 
 **Dynamic**: `true`
 
@@ -5533,7 +5607,7 @@ If value is invalid or NONE, then save the ManagedLedgerInfo bytes data directly
 
 **Type**: `java.lang.String`
 
-**Default**: `NONE`
+**Default**: `LZ4`
 
 **Dynamic**: `false`
 
@@ -5569,7 +5643,7 @@ When this limit is exceeded, remaining batch message containing the batch delete
 
 **Type**: `int`
 
-**Default**: `10000`
+**Default**: `200000`
 
 **Dynamic**: `false`
 
@@ -5633,11 +5707,14 @@ Maximum time to wait for acquiring permits for max reads in flight when managedL
 **Category**: Storage (Managed Ledger)
 
 ### managedLedgerMaxReadsInFlightSizeInMB
-Maximum buffer size for bytes read from storage. This is the memory retained by data read from storage (or cache) until it has been delivered to the Consumer Netty channel. Use O to disable
+Maximum buffer size in MB for bytes read from storage (or from the cache). This is the memory retained by data read from storage (or cache) until it has been delivered to the Consumer Netty channel. This provides backpressure for BookKeeper and tiered storage reads, preventing the broker from having too many concurrent reads and running into Out of Memory errors when there are multiple concurrent reads to multiple concurrent consumers.
+When left unset (empty), it defaults to the greater of dispatcherMaxReadSizeBytes and 15% of available JVM direct memory; dispatcherMaxReadSizeBytes is the minimum value so the limiter can never block the completion of a single read.
+Set to 0 to disable the feature.
+Set to a value greater than 0 to use that many MB.
 
-**Type**: `long`
+**Type**: `java.lang.Long`
 
-**Default**: `0`
+**Default**: `null`
 
 **Dynamic**: `false`
 
@@ -5658,10 +5735,11 @@ Maximum ledger size before triggering a rollover for a topic (MB)
 Max number of `acknowledgment holes` that are going to be persistently stored.
 
 When acknowledging out of order, a consumer will leave holes that are supposed to be quickly filled by acking all the messages. The information of which messages are acknowledged is persisted by compressing in `ranges` of messages that were acknowledged. After the max number of ranges is reached, the information will only be tracked in memory and messages will be redelivered in case of crashes.
+Note: when managedLedgerPersistIndividualAckAsLongArray is enabled (the default), the persisted size is bounded by the backlog size (the range of entries the cursor spans), not by this max number of unacked ranges. For BookKeeper ledger storage, with the default broker maxMessageSize and BookKeeper nettyMaxFrameSizeBytes, the state fits a backlog of about 30M entries (excluding the managedLedgerMaxBatchDeletedIndexToPersist storage, whose size is instead relative to the number of acknowl [...]
 
 **Type**: `int`
 
-**Default**: `10000`
+**Default**: `200000`
 
 **Dynamic**: `false`
 
@@ -5674,7 +5752,7 @@ If number of unack message range is higher than this limit then broker will pers
 
 **Type**: `int`
 
-**Default**: `1000`
+**Default**: `200000`
 
 **Dynamic**: `false`
 
@@ -6095,11 +6173,11 @@ The transaction buffer client's operation timeout in milliseconds.
 **Category**: Transaction
 
 ### transactionBufferProviderClassName
-Class name for transaction buffer provider
+Class name for transaction buffer provider. The default DispatchingTransactionBufferProvider routes segment:// topics to the metadata-driven MetadataTransactionBuffer (PIP-473) and persistent:// / topic:// topics to the legacy TopicTransactionBuffer. Set this to org.apache.pulsar.broker.transaction.buffer.impl.TopicTransactionBufferProvider to force the legacy buffer for all topics.
 
 **Type**: `java.lang.String`
 
-**Default**: `org.apache.pulsar.broker.transaction.buffer.impl.TopicTransactionBufferProvider`
+**Default**: `org.apache.pulsar.broker.transaction.buffer.impl.DispatchingTransactionBufferProvider`
 
 **Dynamic**: `false`
 
@@ -6160,6 +6238,61 @@ Enable transaction coordinator in broker
 
 **Category**: Transaction
 
+### transactionCoordinatorScalableTopicsEnabled
+Enable the metadata-driven transaction coordinator used by scalable topics. When true, transaction wire commands flagged as scalable (sent by v5 SDK clients) are served by the metadata-store-backed coordinator, while legacy (v4) clients continue to be served by TransactionMetadataStoreService — the two coexist on the same cluster. Requires transactionCoordinatorEnabled = true. Enabled by default together with the dispatching transaction buffer and pending-ack store providers.
+
+**Type**: `boolean`
+
+**Default**: `true`
+
+**Dynamic**: `false`
+
+**Category**: Transaction
+
+### transactionCoordinatorScalableTopicsGcIntervalSeconds
+Interval, in seconds, at which the scalable-topics transaction coordinator sweeps for finalized transactions whose retention has elapsed and garbage-collects their metadata. Only relevant when transactionCoordinatorScalableTopicsEnabled = true.
+
+**Type**: `int`
+
+**Default**: `300`
+
+**Dynamic**: `false`
+
+**Category**: Transaction
+
+### transactionCoordinatorScalableTopicsGcRetentionSeconds
+How long, in seconds, a finalized (committed/aborted) transaction's metadata is retained before the scalable-topics transaction coordinator's GC sweep is allowed to delete it. Gives participants time to observe the outcome via the durable per-segment visibility state. Only relevant when transactionCoordinatorScalableTopicsEnabled = true.
+
+**Type**: `int`
+
+**Default**: `900`
+
+**Dynamic**: `false`
+
+**Category**: Transaction
+
+### transactionCoordinatorScalableTopicsParallelism
+Degree of parallelism for the scalable-topics transaction coordinator: how many independent coordinator instances run across the cluster. Each is leader-elected independently in the metadata store and coordinates the transactions whose id maps to it. Fixed at cluster bring-up — changing it later would strand the coordinator id encoded in existing transaction ids (and, because an aborted transaction's records are retained as long as its messages are, the value can only be reduced once all [...]
+
+**Type**: `int`
+
+**Default**: `16`
+
+**Dynamic**: `false`
+
+**Category**: Transaction
+
+### transactionCoordinatorScalableTopicsTimeoutSweepIntervalSeconds
+Interval, in seconds, at which the scalable-topics transaction coordinator sweeps for timed-out open transactions and aborts them. Only the broker that owns partition 0 of the transaction-coordinator-assign topic runs the sweep. Only relevant when transactionCoordinatorScalableTopicsEnabled = true.
+
+**Type**: `int`
+
+**Default**: `60`
+
+**Dynamic**: `false`
+
+**Category**: Transaction
+
 ### transactionMetadataStoreProviderClassName
 Class name for transaction metadata store provider
 
@@ -6183,11 +6316,11 @@ MLPendingAckStore maintain a ConcurrentSkipListMap pendingAckLogIndex`,it store
 **Category**: Transaction
 
 ### transactionPendingAckStoreProviderClassName
-Class name for transaction pending ack store provider
+Class name for transaction pending ack store provider. The default DispatchingTransactionPendingAckStoreProvider routes subscriptions on segment:// topics to the metadata-driven MetadataPendingAckStore (PIP-473) and others to the legacy MLPendingAckStore. Set this to org.apache.pulsar.broker.transaction.pendingack.impl.MLPendingAckStoreProvider to force the legacy store for all subscriptions.
 
 **Type**: `java.lang.String`
 
-**Default**: `org.apache.pulsar.broker.transaction.pendingack.impl.MLPendingAckStoreProvider`
+**Default**: `org.apache.pulsar.broker.transaction.pendingack.impl.DispatchingTransactionPendingAckStoreProvider`
 
 **Dynamic**: `false`
 
diff --git a/content/reference/next/config/reference-configuration-client.md b/content/reference/next/config/reference-configuration-client.md
index 3940423e3d2..12d00b8c014 100644
--- a/content/reference/next/config/reference-configuration-client.md
+++ b/content/reference/next/config/reference-configuration-client.md
@@ -52,14 +52,14 @@ The number of concurrent lookup requests that can be sent on each broker connect
 **Default**: `5000`
 
 ### connectionMaxIdleSeconds
-Release the connection if it is not used for more than [connectionMaxIdleSeconds] seconds. If  [connectionMaxIdleSeconds] < 0, disabled the feature that auto release the idle connections
+Release the connection if it is not used for more than [connectionMaxIdleSeconds] seconds. If [connectionMaxIdleSeconds] < 0, disables the feature that auto-releases the idle connections
 
 **Type**: `int`
 
 **Default**: `60`
 
 ### connectionTimeoutMs
-Duration of waiting for a connection to a broker to be established.If the duration passes without a response from a broker, the connection attempt is dropped.
+Duration of waiting for a connection to a broker to be established. If the duration passes without a response from a broker, the connection attempt is dropped.
 
 **Type**: `int`
 
@@ -129,7 +129,7 @@ Seconds of keeping alive interval for each client broker connection.
 **Default**: `30`
 
 ### listenerName
-Listener name for lookup. Clients can use listenerName to choose one of the listeners as the service URL to create a connection to the broker as long as the network is accessible."advertisedListeners" must enabled in broker side.
+Listener name for lookup. Clients can use listenerName to choose one of the listeners as the service URL to create a connection to the broker as long as the network is accessible. "advertisedListeners" must be enabled on the broker side.
 
 **Type**: `java.lang.String`
 
@@ -241,14 +241,14 @@ The implementation class of ServiceUrlProvider used to generate ServiceUrl.
 **Default**: `null`
 
 ### serviceUrlQuarantineInitDurationMs
-The initial duration (in milliseconds) to quarantine endpoints that fail to connect.A value of 0 means don't quarantine any endpoints even if they fail.
+The initial duration (in milliseconds) to quarantine endpoints that fail to connect. A value of 0 means don't quarantine any endpoints even if they fail.
 
 **Type**: `long`
 
 **Default**: `60000`
 
 ### serviceUrlQuarantineMaxDurationMs
-The max duration (in milliseconds) to quarantine endpoints that fail to connect.A value of 0 means don't quarantine any endpoints even if they fail.
+The max duration (in milliseconds) to quarantine endpoints that fail to connect. A value of 0 means don't quarantine any endpoints even if they fail.
 
 **Type**: `long`
 
@@ -268,6 +268,13 @@ Password of SOCKS5 proxy.
 
 **Default**: `null`
 
+### socks5ProxyScope
+Selector that controls which connections go through the SOCKS5 proxy. BINARY_ONLY (default for PulsarClient) only routes Pulsar binary protocol connections; HTTP_ONLY only routes HTTP/HTTPS traffic (HTTP lookups, failover HTTP clients, admin REST); BOTH routes both. This preserves backward compatibility with the pre-existing behavior where the SOCKS5 proxy on PulsarClient only applied to the binary protocol.
+
+**Type**: `org.apache.pulsar.client.api.Socks5ProxyScope`
+
+**Default**: `BINARY_ONLY`
+
 ### socks5ProxyUsername
 User name of SOCKS5 proxy.
 
@@ -276,7 +283,7 @@ User name of SOCKS5 proxy.
 **Default**: `null`
 
 ### sslFactoryPlugin
-SSL Factory Plugin class to provide SSLEngine and SSLContext objects. The default  class used is DefaultPulsarSslFactory.
+SSL Factory Plugin class to provide SSLEngine and SSLContext objects. The default class used is DefaultPulsarSslFactory.
 
 **Type**: `java.lang.String`
 
diff --git a/content/reference/next/config/reference-configuration-standalone.md b/content/reference/next/config/reference-configuration-standalone.md
index 0effe14dda8..49a6a77f6aa 100644
--- a/content/reference/next/config/reference-configuration-standalone.md
+++ b/content/reference/next/config/reference-configuration-standalone.md
@@ -1238,6 +1238,17 @@ Name of load manager to use
 
 **Category**: Load Balancer
 
+### loadManagerMigrationEnabled
+When load manager migration is enabled, the broker will redirect requests to another broker if the load manager on the current broker is not using the load manager of the latest service lookup data available in the metadata store.
+
+**Type**: `boolean`
+
+**Default**: `false`
+
+**Dynamic**: `true`
+
+**Category**: Load Balancer
+
 ### loadManagerServiceUnitStateTableViewClassName
 Name of ServiceUnitStateTableView implementation class to use
 
@@ -1578,6 +1589,28 @@ Enable the packages management service or not
 
 **Category**: Packages Management
 
+### packagesManagementAllowLegacyJavaSerialization
+Whether to accept reading legacy Java-serialized package metadata written by older brokers. A strict ObjectInputFilter allowlist is applied unconditionally whenever the legacy path runs. Defaults to true for upgrade compatibility; disable once all existing packages have been re-uploaded or rewritten via updateMeta. This default is scheduled to flip to false in a future release.
+
+**Type**: `boolean`
+
+**Default**: `true`
+
+**Dynamic**: `false`
+
+**Category**: Packages Management
+
+### packagesManagementJsonSerializationEnabled
+Whether new package metadata writes use JSON (safe) or the legacy Java serialization format. Defaults to true. Set to false only as a temporary rollback path; the legacy format will be removed in a future release.
+
+**Type**: `boolean`
+
+**Default**: `true`
+
+**Dynamic**: `false`
+
+**Category**: Packages Management
+
 ### packagesManagementLedgerRootPath
 The bookkeeper ledger root path
 
@@ -2099,7 +2132,7 @@ Setting this value to 0 will disable the limit calculated per consumer.
 
 **Type**: `int`
 
-**Default**: `2000`
+**Default**: `4000`
 
 **Dynamic**: `true`
 
@@ -2108,13 +2141,14 @@ Setting this value to 0 will disable the limit calculated per consumer.
 ### keySharedLookAheadMsgInReplayThresholdPerSubscription
 For Key_Shared subscriptions, if messages cannot be dispatched to consumers due to a slow consumer or a blocked key hash (because of ordering constraints), the broker will continue reading more messages from the backlog and attempt to dispatch them to consumers until the number of replay messages reaches the calculated threshold.
 Formula: threshold = min(keySharedLookAheadMsgInReplayThresholdPerConsumer * connected consumer count, keySharedLookAheadMsgInReplayThresholdPerSubscription).
-This value should be set to a value less than 2 * managedLedgerMaxUnackedRangesToPersist.
-Setting this value to 0 will disable the limit calculated per subscription.
+Keep this value relatively low to increase the cache hit ratio for Key_Shared replay queue reads; it should also be less than 2 * managedLedgerMaxUnackedRangesToPersist.
+However, with workloads that have low key cardinality (few distinct keys), a low value can leave some consumers idle, since the dispatcher pauses once this threshold is reached and stops reading new messages for the other consumers; increasing the value allows more messages to be in flight in such cases. Since the effective threshold is the minimum of the per-consumer and per-subscription limits, keySharedLookAheadMsgInReplayThresholdPerConsumer should also be increased, or set to 0 (dis [...]
+Setting this value to 0 will disable the limit calculated per subscription. Disabling it might result in the number of unacked ranges to persist exceeding managedLedgerMaxUnackedRangesToPersist, therefore disabling is not recommended.
 
 
 **Type**: `int`
 
-**Default**: `20000`
+**Default**: `40000`
 
 **Dynamic**: `true`
 
@@ -2346,6 +2380,28 @@ Interval (in seconds) for ResourceGroupService periodic tasks while resource gro
 
 **Category**: Policies
 
+### scalableTopicConsumerSessionGracePeriodSeconds
+Grace period (seconds) the controller leader waits for a disconnected scalable-topic consumer to reconnect with the same consumer name before evicting its session and reassigning its segments to remaining consumers.
+
+**Type**: `int`
+
+**Default**: `60`
+
+**Dynamic**: `false`
+
+**Category**: Policies
+
+### scalableTopicsEnabled
+Enables the scalable-topics V5 API on this broker. When disabled, the broker advertises supports_scalable_topics=false in CommandConnected feature flags and rejects scalable-topic commands from clients.
+
+**Type**: `boolean`
+
+**Default**: `true`
+
+**Dynamic**: `false`
+
+**Category**: Policies
+
 ### subscribeRatePeriodPerConsumerInSecond
 Rate period for {subscribeThrottlingRatePerConsumer}. Default is 30s.
 
@@ -2808,7 +2864,7 @@ Whether to enable the acknowledge of batch local index
 **Category**: Server
 
 ### advertisedAddress
-Hostname or IP address the service advertises to the outside world. If not set, the value of `InetAddress.getLocalHost().getCanonicalHostName()` is used.
+Hostname or IP advertised to clients for the internal listener. Combined with the *Port properties it forms the internal listener's advertised URLs (e.g. `pulsar://<advertisedAddress\>:<brokerServicePort\>`). If not set, defaults to `InetAddress.getLocalHost().getCanonicalHostName()`.
 
 **Type**: `java.lang.String`
 
@@ -2819,7 +2875,10 @@ Hostname or IP address the service advertises to the outside world. If not set,
 **Category**: Server
 
 ### advertisedListeners
-Used to specify multiple advertised listeners for the broker. The value must format as <listener_name\>:pulsar://<host\>:<port\>,multiple listeners should separate with commas.Do not use this configuration with advertisedAddress and brokerServicePort.The Default value is absent means use advertisedAddress and brokerServicePort.
+Declares additional advertised listeners — typically external listeners that complement the internal one.
+ Format: comma-separated `<listener_name\>:<scheme\>://<host\>:<port\>` entries. Supported schemes: `pulsar`, `pulsar+ssl`, `http`, `https`. A listener name may be repeated to declare multiple schemes for the same listener.
+ The internal listener is auto-configured from `advertisedAddress` plus the *Port properties (`brokerServicePort` / `brokerServicePortTls` / `webServicePort` / `webServicePortTls`) so it does not need an entry here. URLs declared here under `internalListenerName` do override that auto-configured listener, but this is not recommended because it can route cluster-internal traffic through an external endpoint (for example, an external load balancer).
+ Legacy fallback: when `internalListenerName` is left blank, the first listener parsed from this property is used as the internal listener (so in that case its entry here is required).
 
 **Type**: `java.lang.String`
 
@@ -2863,7 +2922,7 @@ Defines how the broker will anonymize the role and originalAuthRole before loggi
 **Category**: Server
 
 ### bindAddress
-Hostname or IP address the service binds on
+Local network interface IP for the internal listener's port bindings. Use a specific local IP to bind to a single interface, or `0.0.0.0` to bind on all interfaces. Default is `0.0.0.0`.
 
 **Type**: `java.lang.String`
 
@@ -2874,7 +2933,12 @@ Hostname or IP address the service binds on
 **Category**: Server
 
 ### bindAddresses
-Used to specify additional bind addresses for the broker. The value must format as <listener_name\>:<scheme\>://<host\>:<port\>, multiple bind addresses should be separated with commas. Associates each bind address with an advertised listener and protocol handler. Note that the brokerServicePort, brokerServicePortTls, webServicePort, and webServicePortTls properties define additional bindings.
+Per-listener socket bindings.
+ The internal listener's bindings are derived automatically from `bindAddress` plus the port properties (`brokerServicePort` / `brokerServicePortTls` / `webServicePort` / `webServicePortTls`) and do not need to be repeated here.
+ PIP-95 smart listener selection routes a connection to the listener whose port it arrived on. For the Pulsar binary protocol (`pulsar` / `pulsar+ssl`) this is optional — clients can also pass an explicit `listenerName`. For the HTTP/HTTPS Admin API (`http` / `https`) it is the only routing mechanism, so every HTTP/HTTPS advertised listener reachable from outside the cluster needs a dedicated entry here on a unique port. This lets a layer-4 TCP load balancer serve the Admin API directly  [...]
+ Format: comma-separated `<listener_name\>:<scheme\>://<ip\>:<port\>` entries. Supported schemes: `pulsar`, `pulsar+ssl`, `http`, `https`. The `<ip\>` part selects which local network interface the port binds to: use a specific local IP, or `0.0.0.0` to bind on all interfaces. A local hostname is also accepted but not recommended.
+ Each `ip:port` may be bound by exactly one (listener, scheme) pair. An entry that exactly matches the auto-derived internal-listener binding is tolerated; assigning the same `ip:port` to a different listener or scheme fails validation.
+ Port `0` (OS-assigned ephemeral port) is supported only for the internal listener.
 
 **Type**: `java.lang.String`
 
@@ -3007,7 +3071,7 @@ Using a value of 0, is disabling compression check.
 **Category**: Server
 
 ### brokerServicePort
-The port for serving binary protobuf requests. If set, defines a server binding for bindAddress:brokerServicePort. The Default value is 6650.
+Port for the Pulsar binary protocol of the internal listener. The same port number is used both for the local socket binding (with `bindAddress`) and for the advertised URL (with `advertisedAddress`), so no entry in `advertisedListeners` or `bindAddresses` is required for the internal listener. Default is 6650.
 
 **Type**: `java.util.Optional`
 
@@ -3018,7 +3082,7 @@ The port for serving binary protobuf requests. If set, defines a server binding
 **Category**: Server
 
 ### brokerServicePortTls
-The port for serving TLS-secured binary protobuf requests. If set, defines a server binding for bindAddress:brokerServicePortTls.
+Port for the Pulsar binary protocol TLS endpoint of the internal listener. Used both for the local socket binding and the advertised URL. By default TLS is disabled.
 
 **Type**: `java.util.Optional`
 
@@ -3554,11 +3618,13 @@ Capacity for thread pool queue in the HTTP server Default is set to 8192.
 **Category**: Server
 
 ### internalListenerName
-Used to specify the internal listener name for the broker.The listener name must contain in the advertisedListeners.The Default value is absent, the broker uses the first listener as the internal listener.
+Name of the listener used for cluster-internal broker-to-broker communication (lookup redirects, admin forwarding to owner or leader broker). Defaults to `internal`.
+ When set (the default), the internal listener is auto-configured from `advertisedAddress` plus the *Port properties. The internal listener must advertise addresses reachable from other brokers in the same cluster; avoid overriding its URLs in `advertisedListeners` to point at an external load balancer because that would route cluster-internal traffic outside the cluster. For external clients, declare a separate non-internal listener in `advertisedListeners` instead. The default name `in [...]
+ Setting this to an empty string restores the legacy fallback: the first listener parsed from `advertisedListeners` is used as the internal listener.
 
 **Type**: `java.lang.String`
 
-**Default**: `null`
+**Default**: `internal`
 
 **Dynamic**: `false`
 
@@ -3703,7 +3769,7 @@ Max memory size for broker handling messages sending from producers.
 
 **Type**: `int`
 
-**Default**: `2000`
+**Default**: `1999`
 
 **Dynamic**: `true`
 
@@ -4323,7 +4389,15 @@ Number of worker threads to serve topic ordered executor
 **Category**: Server
 
 ### topicPoliciesServiceClassName
-The class name of the topic policies service. The default config only takes affect when the systemTopicEnable config is true
+The class name of the topic policies service. There are 2 built-in implementations:
+1. "org.apache.pulsar.broker.service.SystemTopicBasedTopicPoliciesService" (default)
+  It stores a topic's policies in the `__change_events` topic. If `systemTopicEnabled` is false,
+  the topic policies will just be disabled
+2. "org.apache.pulsar.broker.service.MetadataStoreTopicPoliciesService"
+  It stores a topic's policies in the metadata store. If `systemTopicEnabled` is true and the
+  topic's namespace has a `__change_events` topic, the policies will still be stored in the
+  `__change_events` topic for backward compatibility.
+
 
 **Type**: `java.lang.String`
 
@@ -4460,7 +4534,7 @@ Defaults to true when either webServiceHaProxyProtocolEnabled or webServiceTrust
 **Category**: Server
 
 ### webServicePort
-The port for serving http requests
+Port for the HTTP admin/REST endpoint of the internal listener. Used both for the local socket binding and the advertised URL.
 
 **Type**: `java.util.Optional`
 
@@ -4471,7 +4545,7 @@ The port for serving http requests
 **Category**: Server
 
 ### webServicePortTls
-The port for serving https requests
+Port for the HTTPS admin/REST endpoint of the internal listener. Used both for the local socket binding and the advertised URL. By default TLS is disabled.
 
 **Type**: `java.util.Optional`
 
@@ -5200,7 +5274,7 @@ If value is NONE, then save the ManagedCursorInfo bytes data directly.
 
 **Type**: `java.lang.String`
 
-**Default**: `NONE`
+**Default**: `LZ4`
 
 **Dynamic**: `false`
 
@@ -5327,7 +5401,7 @@ This memory is allocated from JVM direct memory and it's shared across all the t
 
 **Type**: `int`
 
-**Default**: `800`
+**Default**: `799`
 
 **Dynamic**: `true`
 
@@ -5533,7 +5607,7 @@ If value is invalid or NONE, then save the ManagedLedgerInfo bytes data directly
 
 **Type**: `java.lang.String`
 
-**Default**: `NONE`
+**Default**: `LZ4`
 
 **Dynamic**: `false`
 
@@ -5569,7 +5643,7 @@ When this limit is exceeded, remaining batch message containing the batch delete
 
 **Type**: `int`
 
-**Default**: `10000`
+**Default**: `200000`
 
 **Dynamic**: `false`
 
@@ -5633,11 +5707,14 @@ Maximum time to wait for acquiring permits for max reads in flight when managedL
 **Category**: Storage (Managed Ledger)
 
 ### managedLedgerMaxReadsInFlightSizeInMB
-Maximum buffer size for bytes read from storage. This is the memory retained by data read from storage (or cache) until it has been delivered to the Consumer Netty channel. Use O to disable
+Maximum buffer size in MB for bytes read from storage (or from the cache). This is the memory retained by data read from storage (or cache) until it has been delivered to the Consumer Netty channel. This provides backpressure for BookKeeper and tiered storage reads, preventing the broker from having too many concurrent reads and running into Out of Memory errors when there are multiple concurrent reads to multiple concurrent consumers.
+When left unset (empty), it defaults to the greater of dispatcherMaxReadSizeBytes and 15% of available JVM direct memory; dispatcherMaxReadSizeBytes is the minimum value so the limiter can never block the completion of a single read.
+Set to 0 to disable the feature.
+Set to a value greater than 0 to use that many MB.
 
-**Type**: `long`
+**Type**: `java.lang.Long`
 
-**Default**: `0`
+**Default**: `null`
 
 **Dynamic**: `false`
 
@@ -5658,10 +5735,11 @@ Maximum ledger size before triggering a rollover for a topic (MB)
 Max number of `acknowledgment holes` that are going to be persistently stored.
 
 When acknowledging out of order, a consumer will leave holes that are supposed to be quickly filled by acking all the messages. The information of which messages are acknowledged is persisted by compressing in `ranges` of messages that were acknowledged. After the max number of ranges is reached, the information will only be tracked in memory and messages will be redelivered in case of crashes.
+Note: when managedLedgerPersistIndividualAckAsLongArray is enabled (the default), the persisted size is bounded by the backlog size (the range of entries the cursor spans), not by this max number of unacked ranges. For BookKeeper ledger storage, with the default broker maxMessageSize and BookKeeper nettyMaxFrameSizeBytes, the state fits a backlog of about 30M entries (excluding the managedLedgerMaxBatchDeletedIndexToPersist storage, whose size is instead relative to the number of acknowl [...]
 
 **Type**: `int`
 
-**Default**: `10000`
+**Default**: `200000`
 
 **Dynamic**: `false`
 
@@ -5674,7 +5752,7 @@ If number of unack message range is higher than this limit then broker will pers
 
 **Type**: `int`
 
-**Default**: `1000`
+**Default**: `200000`
 
 **Dynamic**: `false`
 
@@ -6095,11 +6173,11 @@ The transaction buffer client's operation timeout in milliseconds.
 **Category**: Transaction
 
 ### transactionBufferProviderClassName
-Class name for transaction buffer provider
+Class name for transaction buffer provider. The default DispatchingTransactionBufferProvider routes segment:// topics to the metadata-driven MetadataTransactionBuffer (PIP-473) and persistent:// / topic:// topics to the legacy TopicTransactionBuffer. Set this to org.apache.pulsar.broker.transaction.buffer.impl.TopicTransactionBufferProvider to force the legacy buffer for all topics.
 
 **Type**: `java.lang.String`
 
-**Default**: `org.apache.pulsar.broker.transaction.buffer.impl.TopicTransactionBufferProvider`
+**Default**: `org.apache.pulsar.broker.transaction.buffer.impl.DispatchingTransactionBufferProvider`
 
 **Dynamic**: `false`
 
@@ -6160,6 +6238,61 @@ Enable transaction coordinator in broker
 
 **Category**: Transaction
 
+### transactionCoordinatorScalableTopicsEnabled
+Enable the metadata-driven transaction coordinator used by scalable topics. When true, transaction wire commands flagged as scalable (sent by v5 SDK clients) are served by the metadata-store-backed coordinator, while legacy (v4) clients continue to be served by TransactionMetadataStoreService — the two coexist on the same cluster. Requires transactionCoordinatorEnabled = true. Enabled by default together with the dispatching transaction buffer and pending-ack store providers.
+
+**Type**: `boolean`
+
+**Default**: `true`
+
+**Dynamic**: `false`
+
+**Category**: Transaction
+
+### transactionCoordinatorScalableTopicsGcIntervalSeconds
+Interval, in seconds, at which the scalable-topics transaction coordinator sweeps for finalized transactions whose retention has elapsed and garbage-collects their metadata. Only relevant when transactionCoordinatorScalableTopicsEnabled = true.
+
+**Type**: `int`
+
+**Default**: `300`
+
+**Dynamic**: `false`
+
+**Category**: Transaction
+
+### transactionCoordinatorScalableTopicsGcRetentionSeconds
+How long, in seconds, a finalized (committed/aborted) transaction's metadata is retained before the scalable-topics transaction coordinator's GC sweep is allowed to delete it. Gives participants time to observe the outcome via the durable per-segment visibility state. Only relevant when transactionCoordinatorScalableTopicsEnabled = true.
+
+**Type**: `int`
+
+**Default**: `900`
+
+**Dynamic**: `false`
+
+**Category**: Transaction
+
+### transactionCoordinatorScalableTopicsParallelism
+Degree of parallelism for the scalable-topics transaction coordinator: how many independent coordinator instances run across the cluster. Each is leader-elected independently in the metadata store and coordinates the transactions whose id maps to it. Fixed at cluster bring-up — changing it later would strand the coordinator id encoded in existing transaction ids (and, because an aborted transaction's records are retained as long as its messages are, the value can only be reduced once all [...]
+
+**Type**: `int`
+
+**Default**: `16`
+
+**Dynamic**: `false`
+
+**Category**: Transaction
+
+### transactionCoordinatorScalableTopicsTimeoutSweepIntervalSeconds
+Interval, in seconds, at which the scalable-topics transaction coordinator sweeps for timed-out open transactions and aborts them. Only the broker that owns partition 0 of the transaction-coordinator-assign topic runs the sweep. Only relevant when transactionCoordinatorScalableTopicsEnabled = true.
+
+**Type**: `int`
+
+**Default**: `60`
+
+**Dynamic**: `false`
+
+**Category**: Transaction
+
 ### transactionMetadataStoreProviderClassName
 Class name for transaction metadata store provider
 
@@ -6183,11 +6316,11 @@ MLPendingAckStore maintain a ConcurrentSkipListMap pendingAckLogIndex`,it store
 **Category**: Transaction
 
 ### transactionPendingAckStoreProviderClassName
-Class name for transaction pending ack store provider
+Class name for transaction pending ack store provider. The default DispatchingTransactionPendingAckStoreProvider routes subscriptions on segment:// topics to the metadata-driven MetadataPendingAckStore (PIP-473) and others to the legacy MLPendingAckStore. Set this to org.apache.pulsar.broker.transaction.pendingack.impl.MLPendingAckStoreProvider to force the legacy store for all subscriptions.
 
 **Type**: `java.lang.String`
 
-**Default**: `org.apache.pulsar.broker.transaction.pendingack.impl.MLPendingAckStoreProvider`
+**Default**: `org.apache.pulsar.broker.transaction.pendingack.impl.DispatchingTransactionPendingAckStoreProvider`
 
 **Dynamic**: `false`
 
diff --git a/content/reference/next/pulsar-client/pulsar-client.md b/content/reference/next/pulsar-client/pulsar-client.md
index 523f5a06819..591a6d6857e 100644
--- a/content/reference/next/pulsar-client/pulsar-client.md
+++ b/content/reference/next/pulsar-client/pulsar-client.md
@@ -95,8 +95,6 @@ $ pulsar-client consume [options]
 |
 | `[-mp, --print-metadata]` | Message metadata|null|
 |
-| `[-stp, --start-timestamp]` | Start timestamp for consuming messages|null|
-|
 | `[-etp, --end-timestamp]` | End timestamp for consuming messages|null|
 |
 | `[-h, --help]` | Show this help message and exit.|null|
@@ -115,7 +113,7 @@ $ pulsar-client read [options]
 
 |Flag|Description|Default|
 |---|---|---|
-| `[-m, --start-message-id]` | Initial reader position, it can be 'latest', 'earliest' or '<ledgerId>:<entryId>'|null|
+| `[-m, --start-message-id]` | Initial reader position, it can be 'latest' or 'earliest'|null|
 |
 | `[-i, --start-message-id-inclusive]` | Whether to include the position specified by -m option.|null|
 |
diff --git a/content/reference/next/pulsar-perf/pulsar-perf.md b/content/reference/next/pulsar-perf/pulsar-perf.md
index 29fd041fc61..dd1a58dc148 100644
--- a/content/reference/next/pulsar-perf/pulsar-perf.md
+++ b/content/reference/next/pulsar-perf/pulsar-perf.md
@@ -25,7 +25,7 @@ $ pulsar-perf produce [options]
 | `-lt, --num-listener-threads` | Set the number of threads to be used for message listeners|1|
 | `-mlr, --max-lookup-request` | Maximum number of lookup requests allowed on each broker connection to prevent overloading a broker|50000|
 | `--proxy-url` | Proxy-server URL to which to connect.||
-| `--proxy-protocol` | Proxy protocol to select type of routing at proxy.||
+| `--proxy-protocol` | Proxy protocol to select type of routing at proxy.|null|
 | `-ml, --memory-limit` | Configure the Pulsar client memory limit (eg: 32M, 64M)|0|
 | `-t, --num-topics, --num-topic` | Number of topics.  Must matchthe given number of topic arguments.|1|
 | `-threads, --num-test-threads` | Number of test threads|1|
@@ -57,7 +57,7 @@ $ pulsar-perf produce [options]
 | `-set, --set-event-time` | Set the eventTime on messages|false|
 | `-ef, --exit-on-failure` | Exit from the process on publish failure (default: disable)|false|
 | `-mk, --message-key-generation-mode` | The generation mode of message key, valid options are: [autoIncrement, random]|null|
-| `-am, --access-mode` | Producer access mode|Shared|
+| `-am, --access-mode` | Producer access mode|SHARED|
 | `-fp, --format-payload` | Format %i as a message index in the stream from producer and/or %t as the timestamp nanoseconds.|false|
 | `-fc, --format-class` | Custom Formatter class name|org.apache.pulsar.testclient.DefaultMessageFormatter|
 | `-tto, --txn-timeout` | Set the time value of transaction timeout, and the time unit is second. (After --txn-enable setting to true, --txn-timeout takes effect)|10|
@@ -95,14 +95,15 @@ $ pulsar-perf consume [options]
 | `-lt, --num-listener-threads` | Set the number of threads to be used for message listeners|1|
 | `-mlr, --max-lookup-request` | Maximum number of lookup requests allowed on each broker connection to prevent overloading a broker|50000|
 | `--proxy-url` | Proxy-server URL to which to connect.||
-| `--proxy-protocol` | Proxy protocol to select type of routing at proxy.||
+| `--proxy-protocol` | Proxy protocol to select type of routing at proxy.|null|
 | `-ml, --memory-limit` | Configure the Pulsar client memory limit (eg: 32M, 64M)|0|
 | `-t, --num-topics, --num-topic` | Number of topics.  Must matchthe given number of topic arguments.|1|
 | `-n, --num-consumers` | Number of consumers (per subscription), only one consumer is allowed when subscriptionType is Exclusive|1|
 | `-ns, --num-subscriptions` | Number of subscriptions (per topic)|1|
 | `-ss, --subscriptions` | A list of subscriptions to consume (for example, sub1,sub2)|[sub]|
 | `-st, --subscription-type` | Subscription type|Exclusive|
-| `-sp, --subscription-position` | Subscription position|Latest|
+| `-sct, --scalable-consumer-type` | V5 scalable-topic consumer API to use: Queue (unordered, individual ack) or Stream (ordered, cumulative ack, 1:1 segment assignment). Use Stream with more consumers than segments to drive auto-split (PIP-483).|Queue|
+| `-sp, --subscription-position` | Subscription position|LATEST|
 | `-r, --rate` | Simulate a slow message consumer (rate in msg/s)|0.0|
 | `-q, --receiver-queue-size` | Size of the receiver queue|1000|
 | `-p, --receiver-queue-size-across-partitions` | Max total size of the receiver queue across partitions|50000|
@@ -153,17 +154,19 @@ $ pulsar-perf transaction [options]
 | `-lt, --num-listener-threads` | Set the number of threads to be used for message listeners|1|
 | `-mlr, --max-lookup-request` | Maximum number of lookup requests allowed on each broker connection to prevent overloading a broker|50000|
 | `--proxy-url` | Proxy-server URL to which to connect.||
-| `--proxy-protocol` | Proxy protocol to select type of routing at proxy.||
+| `--proxy-protocol` | Proxy protocol to select type of routing at proxy.|null|
 | `-ml, --memory-limit` | Configure the Pulsar client memory limit (eg: 32M, 64M)|0|
 | `--topics-c` | All topics that need ack for a transaction|[test-consume]|
 | `--topics-p` | All topics that need produce for a transaction|[test-produce]|
 | `-threads, --num-test-threads` | Number of test threads.This thread is for a new transaction to ack messages from consumer topics and produce message to producer topics, and then commit or abort this transaction. Increasing the number of threads increases the parallelism of the performance test, thereby increasing the intensity of the stress test.|1|
 | `-au, --admin-url` | Pulsar Admin URL|http://localhost:8080/|
 | `-np, --partitions` | Create partitioned topics with a given number of partitions, 0 meansnot trying to create a topic|null|
+| `--scalable` | Create the producer/consumer topics as scalable topics (PIP-473) with --scalable-segments initial segments. Required for transactions against the scalable-topics (v5) coordinator. Mutually exclusive with --partitions.|false|
+| `--scalable-segments` | Number of initial segments for scalable topics created via --scalable.|1|
 | `-time, --test-duration` | Test duration (in second). 0 means keeping publishing|0|
 | `-ss, --subscriptions` | A list of subscriptions to consume (for example, sub1,sub2)|[sub]|
 | `-ns, --num-subscriptions` | Number of subscriptions (per topic)|1|
-| `-sp, --subscription-position` | Subscription position|Earliest|
+| `-sp, --subscription-position` | Subscription position|EARLIEST|
 | `-st, --subscription-type` | Subscription type|Shared|
 | `-rs, --replicated` | Whether the subscription status should be replicated|false|
 | `-q, --receiver-queue-size` | Size of the receiver queue|1000|
@@ -204,7 +207,7 @@ $ pulsar-perf read [options]
 | `-lt, --num-listener-threads` | Set the number of threads to be used for message listeners|1|
 | `-mlr, --max-lookup-request` | Maximum number of lookup requests allowed on each broker connection to prevent overloading a broker|50000|
 | `--proxy-url` | Proxy-server URL to which to connect.||
-| `--proxy-protocol` | Proxy protocol to select type of routing at proxy.||
+| `--proxy-protocol` | Proxy protocol to select type of routing at proxy.|null|
 | `-ml, --memory-limit` | Configure the Pulsar client memory limit (eg: 32M, 64M)|0|
 | `-t, --num-topics, --num-topic` | Number of topics.  Must matchthe given number of topic arguments.|1|
 | `-r, --rate` | Simulate a slow message reader (rate in msg/s)|0.0|
@@ -233,40 +236,6 @@ $ pulsar-perf monitor-brokers [options]
 | `-h, --help` | Show this help message and exit.|false|
 | `-V, --version` | Print version information and exit.|false|
 
-## simulation-client
-
-Simulate client load by maintaining producers and consumers for topics.
-
-
-```shell
-$ pulsar-perf simulation-client [options]
-```
-
-|Flag|Description|Default|
-|---|---|---|
-| `--port` | Port to listen on for controller|0|
-| `--service-url` | Pulsar Service URL|null|
-| `-ml, --memory-limit` | Configure the Pulsar client memory limit (eg: 32M, 64M)|0|
-| `-h, --help` | Show this help message and exit.|false|
-| `-V, --version` | Print version information and exit.|false|
-
-## simulation-controller
-
-Provides a shell for the user to dictate how simulation clients should incur load.
-
-
-```shell
-$ pulsar-perf simulation-controller [options]
-```
-
-|Flag|Description|Default|
-|---|---|---|
-| `--cluster` | Cluster to test on|null|
-| `--clients` | Comma separated list of client hostnames|null|
-| `--client-port` | Port that the clients are listening on|0|
-| `-h, --help` | Show this help message and exit.|false|
-| `-V, --version` | Print version information and exit.|false|
-
 ## websocket-producer
 
 Test pulsar websocket producer performance.
diff --git a/content/reference/next/pulsar/initialize-cluster-metadata.md b/content/reference/next/pulsar/initialize-cluster-metadata.md
index 4f099799d15..b7e24d0a6b1 100644
--- a/content/reference/next/pulsar/initialize-cluster-metadata.md
+++ b/content/reference/next/pulsar/initialize-cluster-metadata.md
@@ -1,3 +1,4 @@
+2026-06-11T01:53:21,893+0000 [main] INFO  org.apache.bookkeeper.meta.MetadataDrivers - BookKeeper metadata driver manager initialized {}
 # initialize-cluster-metadata
 
 
diff --git a/content/reference/next/pulsar/standalone.md b/content/reference/next/pulsar/standalone.md
index ed6cea9d6c4..16d407eed12 100644
--- a/content/reference/next/pulsar/standalone.md
+++ b/content/reference/next/pulsar/standalone.md
@@ -13,7 +13,6 @@ $ pulsar standalone options
 | `--num-bookies` | Number of local Bookies|1|
 | `--metadata-dir` | Directory for storing metadata|data/metadata|
 | `--metadata-url` | Metadata store url||
-| `--bookkeeper-port` | Local bookies base port|3181|
 | `--bookkeeper-dir` | Local bookies base data directory|data/standalone/bookkeeper|
 | `--no-broker` | Only start ZK and BK services, no broker|false|
 | `--only-broker` | Only start Pulsar broker service (no ZK, BK)|false|
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index d9d3133e9fb..36baa4daf7b 100644
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index ca680e981d0..766481caf03 100644
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+<!doctype html><html lang=en dir=ltr class="docs-wrapper plugin-docs plugin-id-release-notes docs-version-current docs-doc-page docs-doc-id-client-cs" data-has-hydrated=false><head><meta charset=UTF-8><meta name=generator content="Docusaurus v3.10.1"><title data-rh=true>C# Client Release Notes | Apache Pulsar</title><meta data-rh=true name=viewport content="width=device-width, initial-scale=1.0"/><meta data-rh=true name=twitter:card content=summary_large_image /><meta data-rh=true proper [...]
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index f40865a518a..9e3dc5fcd7d 100644
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