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Posted to dev@devlake.apache.org by "ewega (via GitHub)" <gi...@apache.org> on 2026/06/30 11:59:29 UTC
[I] feat(gh-copilot): ingest AI adoption phases/cohorts and expose them in Copilot dashboards [devlake]
ewega opened a new issue, #8960:
URL: https://github.com/apache/devlake/issues/8960
### Summary
GitHub Copilot usage metrics now include AI adoption phase/cohort data. DevLake’s `gh-copilot` plugin and Copilot dashboards currently don’t ingest or visualize this dimension, so we can’t track adoption maturity across cohorts.
### Problem
Current ingestion and dashboards cover activity/acceptance/PR metrics but miss:
- aggregate phase cohorts (`totals_by_ai_adoption_phase`) from org/enterprise daily reports
- per-user phase assignment (`ai_adoption_phase`) from user daily reports
This blocks cohort-based analysis (for example phase progression, engagement by phase, and phase-level productivity signals).
### References
- GitHub changelog: 2026-05-29 Copilot usage metrics adds cohorts for AI adoption
https://github.blog/changelog/2026-05-29-copilot-usage-metrics-api-adds-cohorts-for-ai-adoption/
- `copilot-api-schemas/usage-metrics/enterprise-1-day.md` (`totals_by_ai_adoption_phase`)
- `copilot-api-schemas/usage-metrics/enterprise-users-1-day.md` (`ai_adoption_phase`)
- `copilot-api-schemas/usage-metrics/org-users-1-day.md` (`ai_adoption_phase`)
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Re: [I] feat(gh-copilot): ingest AI adoption phases/cohorts and expose them in Copilot dashboards [devlake]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on issue #8960:
URL: https://github.com/apache/devlake/issues/8960#issuecomment-5465803502
This issue has been automatically marked as stale because it has been inactive for 60 days. It will be closed in next 7 days if no further activity occurs.
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Re: [I] feat(gh-copilot): ingest AI adoption phases/cohorts and expose them in Copilot dashboards [devlake]
Posted by "ewega (via GitHub)" <gi...@apache.org>.
ewega commented on issue #8960:
URL: https://github.com/apache/devlake/issues/8960#issuecomment-4843153494
### Proposed scope
1. **Plugin ingestion/model**
1. Parse otals_by_ai_adoption_phase from daily aggregate reports (nterprise-1-day, organization-1-day).
2. Parse i_adoption_phase from user daily reports (nterprise-users-1-day, org-users-1-day).
3. Add tool-layer persistence:
- new aggregate phase table (daily, phase grain)
- phase fields on user daily metrics (or dedicated user-phase table if preferred by maintainers)
4. Add migration script(s) and register them.
5. Update e2e fixtures/snapshots for new schema.
2. **Dashboards (MySQL + PostgreSQL)**
1. Add phase-aware panels to GitHub Copilot Adoption dashboard:
- engaged users by phase over time
- avg interactions / generation / acceptance by phase
- PR metrics by phase (where available)
2. Add phase filter variable and wire panel queries.
3. Preserve existing panels; add cohort views as additive.
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Re: [I] feat(gh-copilot): ingest AI adoption phases/cohorts and expose them in Copilot dashboards [devlake]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on issue #8960:
URL: https://github.com/apache/devlake/issues/8960#issuecomment-5555858034
This issue has been closed because it has been inactive for a long time. You can reopen it if you encounter the similar problem in the future.
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Re: [I] feat(gh-copilot): ingest AI adoption phases/cohorts and expose them in Copilot dashboards [devlake]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] closed issue #8960: feat(gh-copilot): ingest AI adoption phases/cohorts and expose them in Copilot dashboards
URL: https://github.com/apache/devlake/issues/8960
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