codesbyjit commented on issue #58510:
URL: https://github.com/apache/airflow/issues/58510#issuecomment-3573077223

   @ephraimbuddy Thanks for assigning the issue!
   
   Here is my action plan:
   
   1. Reproduce the connection-growth issue on Airflow 3.0.2 using the Helm 
chart 1.18.0 with PGBouncer.
   2. Run the same tests on Airflow 3.1, 3.2, and main to confirm whether the 
leak still exists in newer versions.
   3. Trace API server connection usage and SQLAlchemy session lifecycle to 
identify where sessions are not being closed.
   4. Prepare a PR that ensures API requests properly release SQLAlchemy 
connections (likely via teardown hooks or corrected session handling).
   5. Add tests validating that API connections stay stable over time.
   
   I'll post updates here as I progress.
   Let me know if there are any components you’d like me to pay extra attention 
to.
   
   Thanks!


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