shahar1 opened a new issue, #69164:
URL: https://github.com/apache/airflow/issues/69164

   ## Human Summary
   
   While reviewing #69150 (which fixes #25461), I noticed that a number of our
   SQLAlchemy documentation links still point at the SQLAlchemy 1.4 docs 
(`en/14`), even though
   `airflow-core` now requires SQLAlchemy **2.x** .
   
   I don't usually open issues for documentation, but this one is better 
handled by
   someone with SQLAlchemy domain knowledge.
   
   ---
   
   ## AI Summary
   
   ### What
   
   Several SQLAlchemy documentation links across the codebase still point at the
   **SQLAlchemy 1.4** docs (`https://docs.sqlalchemy.org/en/14/...`), even 
though
   `airflow-core` now **requires SQLAlchemy 2.x**:
   
   - `airflow-core/pyproject.toml` pins `sqlalchemy[asyncio]>=2.0.48`
   - `uv.lock` resolves to `sqlalchemy 2.0.51`
   
   The SQLAlchemy 1.4 constraint that originally drove some of these references 
is
   gone, so the user- and developer-facing doc links should point at the 
`en/20/`
   (2.0) docs that match the version Airflow actually runs.
   
   ### Acceptance criteria
   
   - [ ] All nine links above use `en/20` and still resolve to a live page + 
anchor.
   - [ ] `set-up-database.rst:201` is left untouched.
   - [ ] `breeze build-docs` passes (no broken external-link / spellcheck 
failures).
   
   ### Notes
   
   Doc/comment-only — no behavior change, no newsfragment needed (the
   `providers/sqlite` comments are a provider change, so no newsfragment there
   either).
   
   ---
   Drafted-by: Claude Code (Opus 4.8); AI Summary section compiled at the 
maintainer's request
   


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