PHASE 4 - Resilience & Monitoring (3 checks): - Task 4.1: Add retry logic with exponential backoff and timeout (Gap #8) - Task 4.2: Implement comprehensive logging with request IDs (Gap microsoft#10) - Task 4.3: Confirm GUID-based resource identification (Gap microsoft#12) PHASE 5 - Pre-Deployment (2 checks): - Task 5.1: Add OpenTelemetry/Azure Monitor packages (Gap microsoft#10) - Task 5.2: Verify Azure AI Projects SDK is in requirements (Gap #1) Implementation Details: - Added retry_with_timeout decorator with exponential backoff - Added logging.basicConfig() and logger for observability - Added request_id (UUID) to all operations for tracing - Added logging.info() calls for major operations - Added logging.debug() calls for detailed troubleshooting - Added logging.error() with exc_info for exception tracking - Added OpenTelemetry and azure-monitor-opentelemetry to requirements.txt - Updated docstrings with GUID examples Validation Results: 15/15 checks passing (100%) - Phase 1: 7/7 ✓ - Phase 3: 3/3 ✓ - Phase 4: 3/3 ✓ - Phase 5: 2/2 ✓

Core Data Types in Python #12

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