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Posted to commits@airflow.apache.org by gi...@apache.org on 2026/07/01 11:14:45 UTC
(airflow-site) branch publish updated: Docs updated via refs/heads/main:aff687386e3472cff44ad3cb96b0755045068cc2
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in repository https://gitbox.apache.org/repos/asf/airflow-site.git
The following commit(s) were added to refs/heads/publish by this push:
new 12c2f64492 Docs updated via refs/heads/main:aff687386e3472cff44ad3cb96b0755045068cc2
12c2f64492 is described below
commit 12c2f64492087073d0edaf081af9b717b9ac9ad5
Author: GitHub Actions <ac...@users.noreply.github.com>
AuthorDate: Wed Jul 1 11:14:39 2026 +0000
Docs updated via refs/heads/main:aff687386e3472cff44ad3cb96b0755045068cc2
---
404.html | 4 +-
announcements/index.html | 28 ++--
blocktype/index.html | 6 +-
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blocktype/use-case/index.html | 6 +-
blog/agentic-workloads-airflow-3/index.html | 8 +-
blog/ai-survey-analysis-pipelines/index.html | 8 +-
blog/airflow-1.10.10/index.html | 8 +-
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external/profiles/henry3260.png | Bin 0 -> 1226748 bytes
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100 files changed, 579 insertions(+), 453 deletions(-)
diff --git a/404.html b/404.html
index a2b7bda65e..b4c98a8462 100644
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diff --git a/announcements/index.html b/announcements/index.html
index 5bc850c2ff..129723450a 100644
--- a/announcements/index.html
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@@ -27,26 +27,26 @@
<title>Announcements | Apache Airflow</title><meta property="og:url" content="/announcements/">
<meta property="og:site_name" content="Apache Airflow">
<meta property="og:title" content="Announcements">
- <meta property="og:description" content="June 3, 2026 We’ve just released Apache Airflow CTL 0.1.5 🎉
+ <meta property="og:description" content="July 1, 2026 Airflow PMC welcomes new Airflow Committers:
+Przemysław Mirowski (@Miretpl) Henry Chen (@henry3260) June 3, 2026 We’ve just released Apache Airflow CTL 0.1.5 🎉
Highlights:
New Dag Next Execution Command Bulk Delete Dag Runs Rerun Latest Dag Version Positional Arguments Simplified JSON Backfill Payload Support 📦 PyPI: https://pypi.org/project/apache-airflow-ctl/0.1.5 📚 Docs: https://airflow.apache.org/docs/apache-airflow-ctl/0.1.5 🛠 Release Notes: https://airflow.apache.org/docs/apache-airflow-ctl/0.1.5/release_notes.html
May 29, 2026 We’ve just released Apache Airflow 3.2.2 🎉
-📦 PyPI: https://pypi.org/project/apache-airflow/3.2.2/ 📚 Docs: https://airflow.apache.org/docs/apache-airflow/3.2.2/ 🛠 Release Notes: https://airflow.apache.org/docs/apache-airflow/3.2.2/release_notes.html 🐳 Docker Image: “docker pull apache/airflow:3.2.2” 🚏 Constraints: https://github.com/apache/airflow/tree/constraints-3.2.2
-May 21, 2026 Airflow PMC welcomes new Airflow PMC Member: Niko Oliveira (@o-nikolas)">
+📦 PyPI: https://pypi.org/project/apache-airflow/3.2.2/ 📚 Docs: https://airflow.apache.org/docs/apache-airflow/3.2.2/ 🛠 Release Notes: https://airflow.apache.org/docs/apache-airflow/3.2.2/release_notes.html 🐳 Docker Image: “docker pull apache/airflow:3.2.2” 🚏 Constraints: https://github.com/apache/airflow/tree/constraints-3.2.2">
<meta property="og:locale" content="en">
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<meta itemprop="name" content="Announcements">
- <meta itemprop="description" content="June 3, 2026 We’ve just released Apache Airflow CTL 0.1.5 🎉
+ <meta itemprop="description" content="July 1, 2026 Airflow PMC welcomes new Airflow Committers:
+Przemysław Mirowski (@Miretpl) Henry Chen (@henry3260) June 3, 2026 We’ve just released Apache Airflow CTL 0.1.5 🎉
Highlights:
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May 29, 2026 We’ve just released Apache Airflow 3.2.2 🎉
-📦 PyPI: https://pypi.org/project/apache-airflow/3.2.2/ 📚 Docs: https://airflow.apache.org/docs/apache-airflow/3.2.2/ 🛠 Release Notes: https://airflow.apache.org/docs/apache-airflow/3.2.2/release_notes.html 🐳 Docker Image: “docker pull apache/airflow:3.2.2” 🚏 Constraints: https://github.com/apache/airflow/tree/constraints-3.2.2
-May 21, 2026 Airflow PMC welcomes new Airflow PMC Member: Niko Oliveira (@o-nikolas)">
+📦 PyPI: https://pypi.org/project/apache-airflow/3.2.2/ 📚 Docs: https://airflow.apache.org/docs/apache-airflow/3.2.2/ 🛠 Release Notes: https://airflow.apache.org/docs/apache-airflow/3.2.2/release_notes.html 🐳 Docker Image: “docker pull apache/airflow:3.2.2” 🚏 Constraints: https://github.com/apache/airflow/tree/constraints-3.2.2">
<meta itemprop="datePublished" content="2020-08-08T05:30:20+05:30">
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<meta itemprop="image" content="/images/feature-image.png">
@@ -64,8 +64,8 @@ May 21, 2026 Airflow PMC welcomes new Airflow PMC Member: Niko Oliveira (@o-niko
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<script
@@ -481,7 +481,13 @@ May 21, 2026 Airflow PMC welcomes new Airflow PMC Member: Niko Oliveira (@o-niko
<div class="home-page-layout base-layout">
<main id="main-content" role="main" class="td-main container">
- <h1 id="june-3-2026">June 3, 2026</h1>
+ <h1 id="july-1-2026">July 1, 2026</h1>
+<p>Airflow PMC welcomes new Airflow Committers:</p>
+<ul>
+<li><strong>Przemysław Mirowski</strong> (<a href="https://github.com/Miretpl">@Miretpl</a>)</li>
+<li><strong>Henry Chen</strong> (<a href="https://github.com/henry3260">@henry3260</a>)</li>
+</ul>
+<h1 id="june-3-2026">June 3, 2026</h1>
<p>We’ve just released Apache Airflow CTL 0.1.5 🎉</p>
<p>Highlights:</p>
<ul>
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index e562b0a2a9..d950d39aa8 100644
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Authoring Workflow in Apache Airflow. Airflow makes it easy to author workflows using python scripts. A Directed Acyclic Graph (DAG) represents a workflow in Airflow. It is a collection of tasks in a way that shows each task’s relationships and dependencies. You can have as many DAGs as you want, and Airflow will execute them according to the task’s relationships and dependencies. If task B depends on the successful execution of another task A, it means Airflow will run task A and only r [...]
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diff --git a/blog/fab-oid-vulnerability/index.html b/blog/fab-oid-vulnerability/index.html
index cc40e981aa..c418b82182 100644
--- a/blog/fab-oid-vulnerability/index.html
+++ b/blog/fab-oid-vulnerability/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time" content="2024-02-26T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-06-24T20:20:19-04:00">
+ <meta property="article:modified_time" content="2026-07-01T16:41:16+05:30">
<meta property="article:tag" content="Vulnerabilities">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Vulnerability in long deprecated OpenID authentication method in Flask AppBuilder">
<meta itemprop="description" content="Advising users who still use a long-deprecated OpenID authentication method in Flask AppBuilder to upgrade to Apache Airflow 2.8.2">
<meta itemprop="datePublished" content="2024-02-26T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
+ <meta itemprop="dateModified" content="2026-07-01T16:41:16+05:30">
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diff --git a/blog/implementing-stable-api-for-apache-airflow/index.html b/blog/implementing-stable-api-for-apache-airflow/index.html
index b358be6564..6d012580f8 100644
--- a/blog/implementing-stable-api-for-apache-airflow/index.html
+++ b/blog/implementing-stable-api-for-apache-airflow/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time" content="2020-07-19T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-06-24T20:20:19-04:00">
+ <meta property="article:modified_time" content="2026-07-01T16:41:16+05:30">
<meta property="article:tag" content="REST API">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Implementing Stable API for Apache Airflow">
<meta itemprop="description" content="An Outreachy intern's progress report on contributing to Apache Airflow REST API.">
<meta itemprop="datePublished" content="2020-07-19T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
+ <meta itemprop="dateModified" content="2026-07-01T16:41:16+05:30">
<meta itemprop="wordCount" content="703">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="REST API">
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diff --git a/blog/index.html b/blog/index.html
index 5a3e6dbc7f..6bc074acf5 100644
--- a/blog/index.html
+++ b/blog/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Blog">
<meta itemprop="description" content="Platform created by the community to programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
+ <meta itemprop="dateModified" content="2026-07-01T16:41:16+05:30">
<meta itemprop="image" content="/images/feature-image.png">
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<script
diff --git a/blog/index.xml b/blog/index.xml
index c5b8ad58bc..88bb84078f 100644
--- a/blog/index.xml
+++ b/blog/index.xml
@@ -6,7 +6,7 @@
<id>https://airflow.apache.org/blog/</id>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<entry>
@@ -14,7 +14,7 @@
<link href="https://airflow.apache.org/blog/agentic-workloads-airflow-3/" rel="alternate"/>
<id>https://airflow.apache.org/blog/agentic-workloads-airflow-3/</id>
<published>2026-04-15T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>A question like “How does AI tool usage vary across Airflow versions?” has a natural SQL shape: one cross-tabulation, one result. A question like “What does a typical Airflow deployment look like for practitioners who are actively using AI in their workflow?” does not. It requires querying executor type, deployment method, cloud provider, and Airflow version independently, each filtered to the same respondent group, th [...]
@@ -346,7 +346,7 @@ Receives the labeled result sets from all four dimensions and produces a plain-l
<link href="https://airflow.apache.org/blog/ai-survey-analysis-pipelines/" rel="alternate"/>
<id>https://airflow.apache.org/blog/ai-survey-analysis-pipelines/</id>
<published>2026-04-15T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>The <a href="https://airflow.apache.org/survey/">2025 Airflow Community Survey</a> collected responses
@@ -710,7 +710,7 @@ querying several dimensions in parallel and synthesizing the results with a seco
<link href="https://airflow.apache.org/blog/common-ai-provider/" rel="alternate"/>
<id>https://airflow.apache.org/blog/common-ai-provider/</id>
<published>2026-04-14T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>At <a href="https://airflowsummit.org/sessions/2025/airflow-as-an-ai-agents-toolkit-unlocking-1000-integrations-with-mcp/">Airflow Summit 2025</a>, we previewed what native AI integration in Apache Airflow could look like. Today we’re shipping it.</p>
@@ -1018,7 +1018,7 @@ querying several dimensions in parallel and synthesizing the results with a seco
<link href="https://airflow.apache.org/blog/airflow-3.2.0/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-3.2.0/</id>
<published>2026-04-07T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>We’re proud to announce the release of <strong>Apache Airflow 3.2.0</strong>! Airflow 3.1 puts humans at the center of automated workflows. 3.2 brings that same precision to data: Asset partitioning for granular pipeline orchestration, multi-team deployments for enterprise scale, synchronous deadline alert callbacks, and continued progress toward full Task SDK separation.</p>
@@ -1231,7 +1231,7 @@ export AIRFLOW__CORE__MULTI_TEAM=True
<link href="https://airflow.apache.org/blog/airflow-registry/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-registry/</id>
<published>2026-03-19T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>Today we’re launching the <strong><a href="https://airflow.apache.org/registry/">Apache Airflow Registry</a></strong> — a searchable catalog of every official Airflow provider and its modules, live at <a href="https://airflow.apache.org/registry/">airflow.apache.org/registry/</a>.</p>
@@ -1312,7 +1312,7 @@ export AIRFLOW__CORE__MULTI_TEAM=True
<link href="https://airflow.apache.org/blog/airflow-survey-2025/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-survey-2025/</id>
<published>2026-01-22T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p><img src="/blog/airflow-survey-2025/images/Airflow-Survey-2025-Results.png" alt="Airflow Survey 2025" title="airflow_survey_2025"></p>
@@ -1333,7 +1333,7 @@ export AIRFLOW__CORE__MULTI_TEAM=True
<link href="https://airflow.apache.org/blog/airflowctl-0.1.0/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflowctl-0.1.0/</id>
<published>2025-10-15T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>We are thrilled to announce the first major release of <strong><code>airflowctl</code> 0.1.0</strong>, the new <strong>secure, API-driven command-line interface (CLI)</strong> for Apache Airflow — built under <a href="https://cwiki.apache.org/confluence/display/AIRFLOW/AIP-81+Enhanced+Security+in+CLI+via+Integration+of+API"><strong>AIP-81</strong></a>.</p>
@@ -1494,7 +1494,7 @@ The secure CLI foundation lays the groundwork for Airflow’s next generation. A
<link href="https://airflow.apache.org/blog/airflow-3.1.0/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-3.1.0/</id>
<published>2025-09-25T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>We are thrilled to announce the release of <strong>Apache Airflow 3.1.0</strong>, an update that puts humans at the center of data
@@ -1678,7 +1678,7 @@ human-centered. We can’t wait to see what you build with it!</p>
<link href="https://airflow.apache.org/blog/airflow-three-point-oh-is-here/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-three-point-oh-is-here/</id>
<published>2025-04-22T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>We announced our intent to focus on Apache Airflow 3.0® as the next big milestone for the Airflow project at the Airflow Summit in September 2024. We are delighted to announce that Airflow 3.0 is now released!</p>
@@ -2083,7 +2083,7 @@ Let’s build the future of data orchestration—together.</p>
<link href="https://airflow.apache.org/blog/airflow-survey-2024/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-survey-2024/</id>
<published>2025-02-27T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p><img src="/blog/airflow-survey-2024/images/Airflow-Survey-2024-Results-v2.png" alt="Airflow Survey 2024" title="airflow_survey_2024"></p>
@@ -2104,7 +2104,7 @@ Let’s build the future of data orchestration—together.</p>
<link href="https://airflow.apache.org/blog/airflow-2.10.0/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-2.10.0/</id>
<published>2024-08-08T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>I’m happy to announce that Apache Airflow 2.10.0 is now available, bringing an array of noteworthy enhancements and new features that will greatly serve our community.</p>
@@ -2227,7 +2227,7 @@ executor = 'LocalExecutor,KubernetesExecutor,my.custom.module.ExecutorClass:
<link href="https://airflow.apache.org/blog/airflow-2.9.0/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-2.9.0/</id>
<published>2024-04-08T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>I’m happy to announce that Apache Airflow 2.9.0 has been released! This time around we have new features for data-aware scheduling and a bunch of UI-related improvements.</p>
@@ -2348,7 +2348,7 @@ xcom_objectstorage_compression = gzip
<link href="https://airflow.apache.org/blog/fab-oid-vulnerability/" rel="alternate"/>
<id>https://airflow.apache.org/blog/fab-oid-vulnerability/</id>
<published>2024-02-26T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<h1 id="vulnerability-in-long-deprecated-openid-authentication-method-in-flask-appbuilder">Vulnerability in long deprecated OpenID authentication method in Flask AppBuilder</h1>
@@ -2434,7 +2434,7 @@ where Flask AppBuilder is also used.</p>
<link href="https://airflow.apache.org/blog/airflow-2.8.0/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-2.8.0/</id>
<published>2023-12-15T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>I am thrilled to announce the release of Apache Airflow 2.8.0, featuring a host of significant enhancements and new features that will greatly benefit our community.</p>
@@ -2514,7 +2514,7 @@ We care for your security, and “secure by default” is one of the thi
<link href="https://airflow.apache.org/blog/airflow-survey-2023/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-survey-2023/</id>
<published>2023-09-21T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p><img src="/blog/airflow-survey-2023/images/Astronomer_Demographics.png" alt="Demographics" title="airflow_usage">
@@ -2532,7 +2532,7 @@ We care for your security, and “secure by default” is one of the thi
<link href="https://airflow.apache.org/blog/airflow-2.7.0/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-2.7.0/</id>
<published>2023-08-18T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>I’m happy to announce that Apache Airflow 2.7.0 has been released! Some notable features have been added that we are excited for the community to use.</p>
@@ -2594,7 +2594,7 @@ The following providers have been moved and require certain minimum providers ve
<link href="https://airflow.apache.org/blog/introducing_setup_teardown/" rel="alternate"/>
<id>https://airflow.apache.org/blog/introducing_setup_teardown/</id>
<published>2023-08-18T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>In data pipelines, commonly we need to create infrastructure resources, like a cluster or GPU nodes in an existing cluster, before doing the actual “work” and delete them after the work is done. Airflow 2.7 adds “setup” and “teardown” tasks to better support this type of pipeline. This blog post aims to highlight the key features so you know what’s possible. For full documentation on how to use setup and teardown tasks, see the <a href="https [...]
@@ -2642,7 +2642,7 @@ The following providers have been moved and require certain minimum providers ve
<link href="https://airflow.apache.org/blog/airflow-2.6.0/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-2.6.0/</id>
<published>2023-04-30T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>I am excited to announce that Apache Airflow 2.6.0 has been released, bringing many minor features and improvements to the community.</p>
@@ -2701,7 +2701,7 @@ The following providers have been moved and require certain minimum providers ve
<link href="https://airflow.apache.org/blog/airflow-2.5.0/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-2.5.0/</id>
<published>2022-12-02T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>Apache Airflow 2.5 has just been released, barely two and a half months after 2.4!</p>
@@ -2736,7 +2736,7 @@ c. Everything runs in one process, so you can put a breakpoint in your IDE, and
<link href="https://airflow.apache.org/blog/airflow-2.4.0/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-2.4.0/</id>
<published>2022-09-19T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>Apache Airflow 2.4.0 contains over 650 “user-facing” commits (excluding commits to providers or chart) and over 870 total. That includes 46 new features, 39 improvements, 52 bug fixes, and several documentation changes.</p>
@@ -2840,7 +2840,7 @@ c. Everything runs in one process, so you can put a breakpoint in your IDE, and
<link href="https://airflow.apache.org/blog/airflow-survey-2022/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-survey-2022/</id>
<published>2022-06-17T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<h1 id="airflow-user-survey-2022">Airflow User Survey 2022</h1>
@@ -4530,7 +4530,7 @@ c. Everything runs in one process, so you can put a breakpoint in your IDE, and
<link href="https://airflow.apache.org/blog/airflow_summit_2022/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow_summit_2022/</id>
<published>2022-05-16T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>The biggest Airflow Event of the Year returns May 23–27! Airflow Summit 2022 will bring together the global
@@ -4554,7 +4554,7 @@ communities to watch the event and network.</p>
<link href="https://airflow.apache.org/blog/airflow-2.3.0/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-2.3.0/</id>
<published>2022-04-30T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>Apache Airflow 2.3.0 contains over 700 commits since 2.2.0 and includes 50 new features, 99 improvements, 85 bug fixes, and several doc changes.</p>
@@ -4655,7 +4655,7 @@ Sade’s “Smooth Operator”. Enjoy!</li>
<link href="https://airflow.apache.org/blog/airflow-2.2.0/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-2.2.0/</id>
<published>2021-10-11T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>I’m proud to announce that Apache Airflow 2.2.0 has been released. It contains over 600 commits since 2.1.4 and includes 30 new features, 84 improvements, 85 bug fixes, and many internal and doc changes.</p>
@@ -4710,7 +4710,7 @@ Sade’s “Smooth Operator”. Enjoy!</li>
<link href="https://airflow.apache.org/blog/airflow_summit_2021/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow_summit_2021/</id>
<published>2021-03-21T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<h2 id="airflow-summit-2021-is-here">Airflow Summit 2021 is here!</h2>
@@ -4731,7 +4731,7 @@ participate in its development.</p>
<link href="https://airflow.apache.org/blog/airflow-survey-2020/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-survey-2020/</id>
<published>2021-03-09T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<h1 id="apache-airflow-survey-2020">Apache Airflow Survey 2020</h1>
@@ -6055,7 +6055,7 @@ to share their experience and tools.</p>
<link href="https://airflow.apache.org/blog/airflow-two-point-oh-is-here/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-two-point-oh-is-here/</id>
<published>2020-12-17T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>I am proud to announce that Apache Airflow 2.0.0 has been released.</p>
@@ -6148,7 +6148,7 @@ Docs on <a href="http://airflow.apache.org/docs/apache-airflow-providers/package
<link href="https://airflow.apache.org/blog/experience-with-airflow-as-an-outreachy-intern/" rel="alternate"/>
<id>https://airflow.apache.org/blog/experience-with-airflow-as-an-outreachy-intern/</id>
<published>2020-08-30T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p><a href="https://www.outreachy.org/">Outreachy</a> is a program which organises three months paid internships with FOSS
@@ -6208,7 +6208,7 @@ community that has been made my summer, one to remember.</p>
<link href="https://airflow.apache.org/blog/airflow-1.10.12/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-1.10.12/</id>
<published>2020-08-25T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>Airflow 1.10.12 contains 113 commits since 1.10.11 and includes 5 new features, 23 improvements, 23 bug fixes,
@@ -6328,7 +6328,7 @@ William Tran, Xiaodong Deng, YI FU, Zikun Zhu, dewaldabrie, pulsar314, retornam,
<link href="https://airflow.apache.org/blog/apache-airflow-for-newcomers/" rel="alternate"/>
<id>https://airflow.apache.org/blog/apache-airflow-for-newcomers/</id>
<published>2020-08-17T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>Apache Airflow is a platform to programmatically author, schedule, and monitor workflows.
@@ -6440,7 +6440,7 @@ and <a href="https://github.com/turbaszek">Tomek</a> for all their support. I&rs
<link href="https://airflow.apache.org/blog/implementing-stable-api-for-apache-airflow/" rel="alternate"/>
<id>https://airflow.apache.org/blog/implementing-stable-api-for-apache-airflow/</id>
<published>2020-07-19T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>My <a href="https://outreachy.org">Outreachy internship</a> is coming to its ends which is also the best time to look back and
@@ -6525,7 +6525,7 @@ wonderful reviews. I’m grateful.</p>
<link href="https://airflow.apache.org/blog/airflow-1.10.10/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-1.10.10/</id>
<published>2020-04-09T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>Airflow 1.10.10 contains 199 commits since 1.10.9 and includes 11 new features, 43 improvements, 44 bug fixes, and several doc changes.</p>
@@ -6667,7 +6667,7 @@ objc[1873]: +[__NSPlaceholderDate initialize] may have been in progress in anoth
<link href="https://airflow.apache.org/blog/airflow-1.10.8-1.10.9/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-1.10.8-1.10.9/</id>
<published>2020-02-23T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>Airflow 1.10.8 contains 160 commits since 1.10.7 and includes 4 new features, 42 improvements, 36 bug fixes, and several doc changes.</p>
@@ -6721,7 +6721,7 @@ for 1.10.* series but would no longer be available from Airflow 2.0</p>
<link href="https://airflow.apache.org/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/" rel="alternate"/>
<id>https://airflow.apache.org/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</id>
<published>2019-12-20T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>I came across <a href="https://developers.google.com/season-of-docs">Google Season of Docs</a> (GSoD) almost by accident, thanks to my extensive HackerNews and Twitter addiction. I was familiar with the Google Summer of Code but not with this program.
@@ -6818,7 +6818,7 @@ After a lot of trial and error, we arrived at a version with which both of us co
<link href="https://airflow.apache.org/blog/airflow-survey/" rel="alternate"/>
<id>https://airflow.apache.org/blog/airflow-survey/</id>
<published>2019-12-11T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<h1 id="apache-airflow-survey-2019">Apache Airflow Survey 2019</h1>
@@ -7620,7 +7620,7 @@ declare DAGs.</p>
<link href="https://airflow.apache.org/blog/announcing-new-website/" rel="alternate"/>
<id>https://airflow.apache.org/blog/announcing-new-website/</id>
<published>2019-12-11T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>The brand <a href="https://airflow.apache.org/">new Airflow website</a> has arrived! Those who have been following the process know that the journey to update <a href="https://airflow.readthedocs.io/en/1.10.6/">the old Airflow website</a> started at the beginning of the year.
@@ -7651,7 +7651,7 @@ and that its improved accessibility increases adoption and use of Apache Airflow
<link href="https://airflow.apache.org/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/" rel="alternate"/>
<id>https://airflow.apache.org/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</id>
<published>2019-11-22T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<p>Is it possible to create an organization that delivers tens of projects used by millions, nearly no one is paid for doing their job, and still, it has been fruitfully carrying on for more than 20 years? Apache Software Foundation proves it is possible. For the last two decades, ASF has been crafting a model called the Apache Way—a way of organizing and leading tech open source projects. Due to this approach, which is strongly based on the “co [...]
@@ -7665,7 +7665,7 @@ and that its improved accessibility increases adoption and use of Apache Airflow
<link href="https://airflow.apache.org/blog/documenting-using-local-development-environments/" rel="alternate"/>
<id>https://airflow.apache.org/blog/documenting-using-local-development-environments/</id>
<published>2019-11-22T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<h2 id="documenting-local-development-environment-of-apache-airflow">Documenting local development environment of Apache Airflow</h2>
@@ -7703,7 +7703,7 @@ a team for 3 months.</p>
<link href="https://airflow.apache.org/blog/its-a-breeze-to-develop-apache-airflow/" rel="alternate"/>
<id>https://airflow.apache.org/blog/its-a-breeze-to-develop-apache-airflow/</id>
<published>2019-11-22T00:00:00Z</published>
- <updated>2026-06-24T20:20:19Z</updated>
+ <updated>2026-07-01T16:41:16Z</updated>
<author>
<name>Apache Airflow</name>
</author><content type="html"><![CDATA[<h2 id="the-story-behind-the-airflow-breeze-tool">The story behind the Airflow Breeze tool</h2>
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index 03cf98ac2d..69699bf245 100644
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<generator>Hugo</generator>
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index ed467fba33..bb7c147fc9 100644
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index c57e5fd161..52e6ad1ad2 100644
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<description>Recent content in Users on Apache Airflow</description>
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<title>Airflow Survey 2025</title>
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index 047eaa2bbb..f1aaaf9d1b 100644
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index 14a882e514..e4010d2e9f 100644
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<meta itemprop="description" content="Community Code of Conduct All Airflow Community groups abide by The Apache Software Foundation’s (ASF) Code of Conduct . Below, please find a breakdown of how that code applies to Airflow Slack and in-person Meetups
Airflow Slack Guidelines Airflow Slack abides by The Apache Foundation’s Code of Conduct . In addition to those primary guidelines, these policies are specifically for Airflow Slack. The Airflow Slack community contains 40,000+ members and continues to grow. Because this community is run by the very practitioners who build in Airflow daily, our members feel a sense of camaraderie, ownership, and comfortability here. ">
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
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diff --git a/community/resources/index.html b/community/resources/index.html
index 49f0e81a2c..552eddcefc 100644
--- a/community/resources/index.html
+++ b/community/resources/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="community">
- <meta property="article:modified_time" content="2026-06-24T20:20:19-04:00">
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow">
<meta itemprop="description" content="Promo Materials Download official Apache Airflow branding materials, including logos and banners, to accurately represent and promote the project. Airflow logos Logo SVGs (light): Horizontal, Small, Icon Logo SVGs (dark): Horizontal, Small, Icon Brandbook Drawio Diagrams Lucidchart Diagrams Promo stuff Proposed Logo Redesign">
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
+ <meta itemprop="dateModified" content="2026-07-01T16:41:16+05:30">
<meta itemprop="wordCount" content="43">
<meta itemprop="image" content="/images/feature-image.png">
@@ -54,8 +54,8 @@
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diff --git a/docs/index.html b/docs/index.html
index b9d124197f..909a242743 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -36,7 +36,7 @@ Apache Airflow CTL (airflowctl) Apache Airflow CTL (airflowctl) is a command-lin
<meta itemprop="name" content="Documentation">
<meta itemprop="description" content="Documentation Apache Airflow® Apache Airflow Core, which includes webserver, scheduler, CLI and other components that are needed for minimal Airflow installation. Read Apache Airflow documentation »
Apache Airflow CTL (airflowctl) Apache Airflow CTL (airflowctl) is a command-line interface (CLI) for Apache Airflow that interacts exclusively with the Airflow REST API. It provides a secure, auditable, and consistent way to manage Airflow deployments — without direct access to the metadata database. Read airflowctl documentation »">
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
+ <meta itemprop="dateModified" content="2026-07-01T16:41:16+05:30">
<meta itemprop="wordCount" content="596">
<meta itemprop="image" content="/images/feature-image.png">
@@ -55,8 +55,8 @@ Apache Airflow CTL (airflowctl) Apache Airflow CTL (airflowctl) is a command-lin
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diff --git a/ecosystem/index.html b/ecosystem/index.html
index 9cb03b0075..f95cfc563a 100644
--- a/ecosystem/index.html
+++ b/ecosystem/index.html
@@ -36,7 +36,7 @@ If you would you like to be included on this page, please reach out to the Apach
<meta itemprop="name" content="Ecosystem">
<meta itemprop="description" content="Ecosystem These resources and services are not maintained, nor endorsed by the Apache Airflow® Community and Apache Airflow project (maintained by the Committers and the Airflow PMC). Use them at your sole discretion. The community does not verify the licences nor validity of those tools, so it’s your responsibility to verify them.
If you would you like to be included on this page, please reach out to the Apache Airflow dev or user mailing list and let us know or simply open a Pull Request to that page.">
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
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@@ -55,8 +55,8 @@ If you would you like to be included on this page, please reach out to the Apach
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new file mode 100644
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diff --git a/index.html b/index.html
index 14ee4d372e..83a9df7511 100644
--- a/index.html
+++ b/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Home">
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- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
+ <meta itemprop="dateModified" content="2026-07-01T16:41:16+05:30">
<meta itemprop="image" content="/images/feature-image.png">
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diff --git a/meetups/index.html b/meetups/index.html
index cc16115d8f..2fa6b7318c 100644
--- a/meetups/index.html
+++ b/meetups/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Meetups">
<meta itemprop="description" content="Platform created by the community to programmatically author, schedule and monitor workflows.">
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<meta itemprop="image" content="/images/feature-image.png">
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<script
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index 580d7649a1..65c976f133 100644
--- a/privacy-notice/index.html
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<meta itemprop="name" content="Privacy notice">
<meta itemprop="description" content="Privacy Notice The website follows the Privacy Policy of the Apache Software Foundation.">
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diff --git a/roadmap/index.html b/roadmap/index.html
index f15a6d4e2d..a5b6edd717 100644
--- a/roadmap/index.html
+++ b/roadmap/index.html
@@ -36,7 +36,7 @@
<meta itemprop="name" content="Roadmap">
<meta itemprop="description" content="TODO: Roadmap page is temporarily hidden. When the content is ready, re-add the page by putting the following code in the frontmatter:
--- title: "Roadmap" linkTitle: "Roadmap" showSideNav: false menu: main: weight: 15 --- Primary Heading A One thing to wrap your head around (it may not be very intuitive for everyone at first) is that this Airflow Python script is really just a configuration file specifying the DAG’s structure as code. The actual tasks defined here will run in a different context from the context of this script. Different tasks run on different workers at different points in time, which [...]
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
+ <meta itemprop="dateModified" content="2026-07-01T16:41:16+05:30">
<meta itemprop="wordCount" content="734">
<meta itemprop="image" content="/images/feature-image.png">
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diff --git a/scss/main-custom.min.a54e00540ae2dd48022d4e606a706a8e1dc4fde73c69439f87b336ae29807134.css b/scss/main-custom.min.f8ddd37c4312c1320941dc76b87c7d11bca8d159511ec7bd09744cf9250b6407.css
similarity index 94%
rename from scss/main-custom.min.a54e00540ae2dd48022d4e606a706a8e1dc4fde73c69439f87b336ae29807134.css
rename to scss/main-custom.min.f8ddd37c4312c1320941dc76b87c7d11bca8d159511ec7bd09744cf9250b6407.css
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+++ b/scss/main-custom.min.f8ddd37c4312c1320941dc76b87c7d11bca8d159511ec7bd09744cf9250b6407.css
@@ -1 +1 @@
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diff --git a/search/index.html b/search/index.html
index 41a5447b73..6578b0b24c 100644
--- a/search/index.html
+++ b/search/index.html
@@ -29,12 +29,12 @@
<meta property="og:description" content="Platform created by the community to programmatically author, schedule and monitor workflows.">
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Search Results">
<meta itemprop="description" content="Platform created by the community to programmatically author, schedule and monitor workflows.">
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diff --git a/sitemap.xml b/sitemap.xml
index ca7143f5af..d487cd53ac 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,254 +3,254 @@
xmlns:xhtml="http://www.w3.org/1999/xhtml">
<url>
<loc>/docs/</loc>
- <lastmod>2026-06-24T20:20:19-04:00</lastmod>
+ <lastmod>2026-07-01T16:41:16+05:30</lastmod>
</url><url>
<loc>/blog/agentic-workloads-airflow-3/</loc>
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</url><url>
<loc>/blog/ai-survey-analysis-pipelines/</loc>
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</url><url>
<loc>/blog/tags/community/</loc>
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</url><url>
<loc>/tags/</loc>
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</url><url>
<loc>/blog/tags/tutorial/</loc>
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</url><url>
<loc>/blog/common-ai-provider/</loc>
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</url><url>
<loc>/blog/tags/release/</loc>
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</url><url>
<loc>/blog/airflow-3.2.0/</loc>
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</url><url>
<loc>/blog/airflow-registry/</loc>
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</url><url>
<loc>/blog/airflow-survey-2025/</loc>
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</url><url>
<loc>/blog/tags/survey/</loc>
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</url><url>
<loc>/blog/tags/users/</loc>
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</url><url>
<loc>/blog/airflowctl-0.1.0/</loc>
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</url><url>
<loc>/blog/airflow-3.1.0/</loc>
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</url><url>
<loc>/blog/airflow-three-point-oh-is-here/</loc>
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</url><url>
<loc>/blog/airflow-survey-2024/</loc>
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</url><url>
<loc>/blog/airflow-2.10.0/</loc>
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</url><url>
<loc>/blog/airflow-2.9.0/</loc>
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</url><url>
<loc>/blog/tags/vulnerabilities/</loc>
- <lastmod>2026-06-24T20:20:19-04:00</lastmod>
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</url><url>
<loc>/blog/fab-oid-vulnerability/</loc>
- <lastmod>2026-06-24T20:20:19-04:00</lastmod>
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</url><url>
<loc>/blog/airflow-2.8.0/</loc>
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</url><url>
<loc>/blog/airflow-survey-2023/</loc>
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</url><url>
<loc>/blog/airflow-2.7.0/</loc>
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</url><url>
<loc>/blog/introducing_setup_teardown/</loc>
- <lastmod>2026-06-24T20:20:19-04:00</lastmod>
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</url><url>
<loc>/blog/airflow-2.6.0/</loc>
- <lastmod>2026-06-24T20:20:19-04:00</lastmod>
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</url><url>
<loc>/blog/airflow-2.5.0/</loc>
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</url><url>
<loc>/blog/airflow-2.4.0/</loc>
- <lastmod>2026-06-24T20:20:19-04:00</lastmod>
+ <lastmod>2026-07-01T16:41:16+05:30</lastmod>
</url><url>
<loc>/blog/airflow-survey-2022/</loc>
- <lastmod>2026-06-24T20:20:19-04:00</lastmod>
+ <lastmod>2026-07-01T16:41:16+05:30</lastmod>
</url><url>
<loc>/blog/tags/airflow-summit/</loc>
- <lastmod>2026-06-24T20:20:19-04:00</lastmod>
+ <lastmod>2026-07-01T16:41:16+05:30</lastmod>
</url><url>
<loc>/blog/airflow_summit_2022/</loc>
- <lastmod>2026-06-24T20:20:19-04:00</lastmod>
+ <lastmod>2026-07-01T16:41:16+05:30</lastmod>
</url><url>
<loc>/blog/airflow-2.3.0/</loc>
- <lastmod>2026-06-24T20:20:19-04:00</lastmod>
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</url><url>
<loc>/blog/airflow-2.2.0/</loc>
- <lastmod>2026-06-24T20:20:19-04:00</lastmod>
+ <lastmod>2026-07-01T16:41:16+05:30</lastmod>
</url><url>
<loc>/blog/airflow_summit_2021/</loc>
- <lastmod>2026-06-24T20:20:19-04:00</lastmod>
+ <lastmod>2026-07-01T16:41:16+05:30</lastmod>
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<meta itemprop="description" content="Use Airflow for Business operations pipelines Airflow can be the starting point for your business idea! For many companies, Airflow delivers the data that powers their core business applications. Whether you need to aggregate user data to power personalized recommendations, display analytics in a user-facing dashboard, or prepare the input data for an LLM, Airflow is the perfect orchestrator.
This video shows an example of using Airflow to run the pipelines that power a customer-facing analytics dashboard. You can find the code shown in this example here.">
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
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diff --git a/use-cases/dish/index.html b/use-cases/dish/index.html
index e9080b47d9..d2d0fa827c 100644
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<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Dish">
<meta itemprop="description" content="What was the problem? We faced increasing complexity managing lengthy crontabs with scheduling being an issue, this required carefully planning timing due to resource constraints, usage patterns, and especially custom code needed for retry logic. In the last case, having to verify success of previous jobs and/or steps prior to running the next. Furthermore, time to results is important, but we were increasingly relying on buffers for processing, wh [...]
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
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<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
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diff --git a/use-cases/etl_analytics/index.html b/use-cases/etl_analytics/index.html
index eddc566d43..b8c0ca462b 100644
--- a/use-cases/etl_analytics/index.html
+++ b/use-cases/etl_analytics/index.html
@@ -31,13 +31,13 @@ The video below shows a simple ETL/ELT pipeline in Airflow that extracts climate
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-06-24T20:20:19-04:00">
+ <meta property="article:modified_time" content="2026-07-01T16:41:16+05:30">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="ETL/ELT">
<meta itemprop="description" content="Use Airflow for ETL/ELT pipelines Extract-Transform-Load (ETL) and Extract-Load-Transform (ELT) data pipelines are the most common use case for Apache Airflow. 90% of respondents in the 2023 Apache Airflow survey are using Airflow for ETL/ELT to power analytics use cases.
The video below shows a simple ETL/ELT pipeline in Airflow that extracts climate data from a CSV file, as well as weather data from an API, runs transformations and then loads the results into a database to power a dashboard.">
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
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<meta itemprop="wordCount" content="291">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Use-Case">
@@ -57,8 +57,8 @@ The video below shows a simple ETL/ELT pipeline in Airflow that extracts climate
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diff --git a/use-cases/experity/index.html b/use-cases/experity/index.html
index a338c8b3d0..d1eb858dd9 100644
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@@ -31,13 +31,13 @@ How did Apache Airflow help to solve this problem? Ultimately we decided flexibl
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-06-24T20:20:19-04:00">
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Experity">
<meta itemprop="description" content="What was the problem? We had to deploy our complex, flagship app to multiple nodes in multiple ways. This required tasks to communicate across Windows nodes and coordinate timing perfectly. We did not want to buy an expensive enterprise scheduling tool and needed ultimate flexibility.
How did Apache Airflow help to solve this problem? Ultimately we decided flexible, multi-node, DAG capable tooling was key and airflow was one of the few tools that fit that bill. Having it based on open source and python were large factors that upheld our core principles. At the time, Airflow was missing a windows hook and operator so we contributed the WinRM hook and operator back to the community. Given its flexibility we also use DAG generators to have our metadata drive our DAGs and [...]
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<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
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diff --git a/use-cases/index.html b/use-cases/index.html
index 32a86758ba..b356f5dd98 100644
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<meta itemprop="name" content="Use Cases">
<meta itemprop="description" content="Platform created by the community to programmatically author, schedule and monitor workflows.">
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diff --git a/use-cases/infrastructure-management/index.html b/use-cases/infrastructure-management/index.html
index 63ca3fad26..027b3140fc 100644
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@@ -31,13 +31,13 @@ Infrastructure management is often needed within the context of other use cases,
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-06-24T20:20:19-04:00">
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Infrastructure Management">
<meta itemprop="description" content="Use Airflow for Infrastructure Management Airflow can interact with any API, which makes it a great tool to manage your infrastructure, such as Kubernetes or Spark clusters running in any cloud. As of Airflow 2.7, the setup/teardown feature is available, a special type of task with intelligent behavior to spin up and tear down infrastructure at the exact time you need it.
Infrastructure management is often needed within the context of other use cases, such as MLOps, or implementing data quality checks. This video shows an example of how it might be used for an MLOps pipeline. You can find the code shown in this example here.">
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
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@@ -57,8 +57,8 @@ Infrastructure management is often needed within the context of other use cases,
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diff --git a/use-cases/mlops/index.html b/use-cases/mlops/index.html
index 60f0d5f858..3e7be91845 100644
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<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="MLOps">
<meta itemprop="description" content="Use Airflow for Machine Learning Operations (MLOps) Machine Learning Operations (MLOps) is a broad term encompassing everything needed to run machine learning models in production. MLOps is a rapidly evolving field with many different best practices and behavioral patterns, with Apache Airflow providing tool agnostic orchestration capabilities for all steps. An emerging subset of MLOps is Large Language Model Operations (LLMOps), which focuses on d [...]
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diff --git a/use-cases/onefootball/index.html b/use-cases/onefootball/index.html
index 26effc7fe4..39b1aa1734 100644
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@@ -31,13 +31,13 @@ On top of that, new data tools appear each month: third party data sources, clou
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<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Onefootball">
<meta itemprop="description" content="What was the problem? With millions of daily active users, managing the complexity of data engineering at Onefootball is a constant challenge. Lengthy crontabs, multiplication of custom API clients, erosion of confidence in the analytics served, increasing heroism (“only one person can solve this issue”). Those are the challenges that most teams face unless they consciously invest in their tools and processes.
On top of that, new data tools appear each month: third party data sources, cloud providers solutions, different storage technologies… Managing all those integrations is costly and brittle, especially for small data engineering teams that are trying to do more with less.">
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
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<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
@@ -57,8 +57,8 @@ On top of that, new data tools appear each month: third party data sources, clou
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diff --git a/use-cases/plarium-krasnodar/index.html b/use-cases/plarium-krasnodar/index.html
index 6407d1ea68..0f45015cdb 100644
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<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Plarium Krasnodar">
<meta itemprop="description" content="What was the problem? Our Research & Development department carries out various experiments, and in all of them, we need to create workflow orchestrations for solving tasks in game dev. Previously, we didn’t have any suitable tools with a sufficient number of built-in functions, and we had to orchestrate processes manually and entirely from scratch every time. This led to difficulties with dependencies and monitoring when building complex workf [...]
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<meta itemprop="keywords" content="Testimonial">
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diff --git a/use-cases/seniorlink/index.html b/use-cases/seniorlink/index.html
index bc3a13c6c0..0af619a792 100644
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<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Seniorlink">
<meta itemprop="description" content="What was the problem? Here at Seniorlink, we provide services, support, and technology that engages family caregivers. One of our focuses is using data to bolster our knowledge and improve the experience of our users. Like many looking to build an effective data stack, we adopted a Python, Spark, Redshift, and Tableau core toolset.
We had built a robust stack of batch processes to deliver value to the business, deploying these data services in AWS using a mixture of EMR, ECS, Lambda, and EC2. Moving fast, as many new endeavors do, we ultimately ended up with one monolithic batch process with many smaller satellite jobs. Given the scale and quantity of jobs, we began to lose transparency as to what was happening. Additionally, many jobs were launched in a single EMR cluster and so tightly coupled that a failure in o [...]
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diff --git a/use-cases/sift/index.html b/use-cases/sift/index.html
index a14f4b2e83..24cf996465 100644
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<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Sift">
<meta itemprop="description" content="What was the problem? At Sift, we’re constantly training machine learning models that feed into the core of Sift’s Digital Trust & Safety platform. The platform gives our customers a way to discern suspicious online behavior from trustworthy behavior, allowing our customers to protect their online transactions, maintain the integrity of their content platforms, and keep their users’ accounts secure. To make this possible, we’ve built model trai [...]
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<meta itemprop="keywords" content="Testimonial">
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diff --git a/use-cases/snapp/index.html b/use-cases/snapp/index.html
index 2d30b65d14..09dd721708 100644
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<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
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<meta itemprop="name" content="Snapp">
<meta itemprop="description" content="What was the problem? As the Map team at Snapp, one of the largest and fastest-growing internet companies in the Middle East, we have experienced significant growth over the past couple of years, expanding from a team of 7 to a team of 60. However, with this growth came the realization that some of our crucial tasks were being performed manually. This manual approach consumed valuable time and hindered our ability to execute these tasks efficiently.">
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
+ <meta itemprop="dateModified" content="2026-07-01T16:41:16+05:30">
<meta itemprop="wordCount" content="641">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
@@ -55,8 +55,8 @@
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diff --git a/use-cases/suse/index.html b/use-cases/suse/index.html
index 7bed66f746..086695dfad 100644
--- a/use-cases/suse/index.html
+++ b/use-cases/suse/index.html
@@ -31,13 +31,13 @@ The construction of these containers requires the installation of several librar
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-06-24T20:20:19-04:00">
+ <meta property="article:modified_time" content="2026-07-01T16:41:16+05:30">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="RancherBySUSE">
<meta itemprop="description" content="What was the problem? Our aim was to build, package, test and distribute curated and trusted containers at scale in an automated way. Those containers can be of any nature, meaning that we need a solution that allows us to build any kind of software with any kind of building tools like Maven, Rust, Java, Ant, or Go.
The construction of these containers requires the installation of several libraries (which may even conflict) and the orchestration of complex workflows with several integrations, executed either on a scheduled basis or triggered by events from external systems.">
- <meta itemprop="dateModified" content="2026-06-24T20:20:19-04:00">
+ <meta itemprop="dateModified" content="2026-07-01T16:41:16+05:30">
<meta itemprop="wordCount" content="361">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
@@ -57,8 +57,8 @@ The construction of these containers requires the installation of several librar
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