Structured Logging
Production logging best practices
Configure structured logs for debugging and audit trails.
Python Logging Setup
Log Levels
- DEBUG: Algorithm internals, detailed traces
- INFO: Graph operations, algorithm completion
- WARNING: Performance issues, deprecated usage
- ERROR: Failures, exceptions
Kubernetes Logging
Centralized Logging (ELK Stack)
Ship logs to Elasticsearch: