Debugging Guide

Debugging is an essential part of development. Kaizen AI provides tools and logs to help pinpoint and resolve issues quickly.

Log Analysis

  • Use logs/ directory or Docker stdout for system-wide logs

  • Filter logs by service name or timestamp

  • Enable debug mode via environment variable DEBUG=true

Error Codes

  • 4xx: Authentication, rate limits, invalid queries

  • 5xx: Internal errors or upstream failures

  • Error responses include code, message, and traceId for debugging

Diagnostic Tools

  • API Explorer: Test endpoints with live feedback

  • DB Inspector: Validate schema integrity and data mapping

  • Score Simulator: Replay past token events and score transitions

Performance Monitoring

  • Integrated Prometheus/Grafana for real-time metrics

  • Watch memory, CPU, and response times per endpoint

System Health Checks

  • Internal /status endpoints for each service

  • Cron-based heartbeat pings and uptime logs

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