What are the best practices for logging in AI APIs?
The best practices for logging in AI APIs include using structured logging, ensuring log security, and maintaining log retention policies.
Can you explain structured logging?
Structured logging involves formatting log entries in a consistent, machine-readable format, like JSON, which makes it easier to analyze.
How do I ensure log security?
To ensure log security, use encryption for sensitive data, restrict access to logs, and regularly audit log files for unauthorized access.
What should I consider for log retention policies?
Consider compliance requirements, the volume of logs generated, and the storage costs when defining your log retention policies.
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