logging-strategy-enforcer

To replace console.log with structured logging, you transition to a context-aware logger like pino, enforcing consistent formats and log levels. This improves debuggability by ensuring all application events adhere to a traceable structure.

Request-scoped logging uses child loggers for API routes to attach a unique requestId to all events within that transaction. This improves error handling by allowing you to trace the exact sequence of operations leading to a failure.

You enforce data redaction by applying policies that prevent the logging of sensitive information like passwords or PII. This ensures structured logs maintain security standards while still capturing necessary debugging context.

Yes, structured logging with pino supports request tracing by implementing child loggers that bind a requestId to API routes. This enables consistent tracing of critical operations and user authentication events across your application.

You should use a structured logger when adding features involving user authentication, data processing, or critical operations where context is needed. It provides consistent formatting and traceability that console.log lacks for effective debugging.