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- Increase deletion wait time to 150s for agent runtime cleanup - Add retry logic with exponential backoff for MCP rate limiting (429 errors) - Add session_id and user_id to agent state for memory retrieval - Filter out /ping endpoint logs to reduce noise - Increase boto3 read timeout to 5 minutes for long-running operations - Add clear error messages for agent name conflicts - Update README to clarify virtual environment requirement for scripts - Fix session ID generation to meet 33+ character requirement These changes improve reliability when deploying and invoking agents, especially under heavy load or with complex queries that take time.