[Emar7]

Contributed the BigQuery MCP tool (PR #3350) - lets agents query data warehouses with read-only SQL, cost tracking, and safety guardrails. Also just submitted a fix for runtime storage path validation (#4466).

The OODA framing resonates - treating exceptions as observations rather than crashes is exactly how the self-healing should work. The stress/neuroplasticity concept for preventing infinite loops is clever.

One thing I'd love to see explored more: structured audit logging for credential access. With enterprise sources (Vault/AWS/Azure) on the roadmap, compliance tracking becomes essential.