garvit-arora commented on PR #74517:
URL: https://github.com/apache/airflow/pull/74517#issuecomment-6111864053

   Thanks for the detailed review. I pushed `0b9c37c5` on current `main` with 
the release/version changes removed. Direct `consult()` now validates the space 
ID without constructing a Common AI identity; the new test imports the hook 
with Common AI unavailable, calls `consult()`, and checks that `.agent()` gives 
installation guidance. I removed `DatabricksGenieToolset` and changed the docs 
and test to `ManagedAgentToolset(hook.agent(space_id), ..., max_retries=0)`.
   
   The final diff is limited to six Genie provider files and preserves 
dhanusharer's original hook commit. Ruff, formatting, Python compilation, and 
whitespace checks pass. I am working on targeted pytest in Linux; no passing 
result or real-workspace run is claimed yet. I have reached out on #74419 to 
consolidate into that earlier PR with attribution, as requested.
   
   ---
   Drafted-by: Codex (GPT-6) (no human review before posting)
   


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