aminghadersohi commented on PR #45084:
URL: https://github.com/apache/superset/pull/45084#issuecomment-6058532191

   ## AI review at head b2558a6d715a772643dfb8c1a6022e8d4c30f264
   
   **Verdict: CLEAN**
   
   Reviewed the full 14-file diff against master, including the merged 
prerequisite changes, for correctness, regressions, security against 
SECURITY.md, and test coverage. No actionable findings identified.
   
   Checked that compaction changes only listed descriptions, leaves 
schemas/annotations and call validation intact, and preserves registered 
definitions for calls. Reviewed both startup paths, shared search 
serialization, returned-error logging, editorial trims, documentation, and 
inventory/authorization contract tests.
   
   Validation with FastMCP 3.4.7 and MCP 1.29.1:
   - `test_native_tool_surface.py`, `test_mcp_server.py`, 
`test_middleware_logging.py`, and `test_tool_description_constraints.py`: **266 
passed**.
   - `test_tool_search_transform.py`: **104 passed**.
   - Full-diff `git diff --check`: passed.
   
   The local HTTP health endpoint was unavailable; these unit tests ran 
independently. No fixes, commits, or pushes were needed. Live head was 
reverified before posting.
   


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