Structured Logging Best Practices for ML APIs in MLOps and Production AI
What is Structured Logging?
Structured logs capture contextual information in machine-readable formats.
Best Practices
- Log request identifiers
- Track prediction metadata
- Avoid sensitive data logging
Structured logging simplifies troubleshooting in distributed ML architectures.

