The application uses basic console logging without structure, making it impossible to trace requests through the system. Related log entries can't be correlated, debugging production issues is difficult, and there's no way to aggregate or search logs effectively. Error context is often missing, making root cause analysis challenging.
Implement structured logging using Pino with JSON output format. Add correlation IDs to all requests and include them in every log entry. Include contextual information like userId, endpoint, and response time. Set up log aggregation with search capabilities. Ensure proper log levels are used consistently throughout the application.
The application uses basic console logging without structure, making it impossible to trace requests through the system. Related log entries can't be correlated, debugging production issues is difficult, and there's no way to aggregate or search logs effectively. Error context is often missing, making root cause analysis challenging.
Implement structured logging using Pino with JSON output format. Add correlation IDs to all requests and include them in every log entry. Include contextual information like userId, endpoint, and response time. Set up log aggregation with search capabilities. Ensure proper log levels are used consistently throughout the application.