How to Debug API Logs Using Correlation IDs
Use request IDs, trace IDs, and correlation IDs to connect API failures across logs, HAR files, stacktraces, and service boundaries.
Capture the identifier early
A correlation ID should appear in inbound request logs, downstream service calls, error logs, and ideally response headers. Capture it from the client, HAR file, gateway, or first failing log line.
Once you have the ID, filter the smallest time window that includes the failure. This reduces noise and avoids drawing conclusions from unrelated requests.
Build a timeline
Group log lines by timestamp and severity. Find the first WARN or ERROR for the request, then inspect earlier INFO lines for request shape, authenticated subject, feature flags, or upstream dependencies.
Escalate with useful evidence
A good escalation includes the correlation ID, timestamp with timezone, endpoint, status code, user-safe reproduction steps, and a redacted summary of the error group.
Related tools
Dev Debug Helpers
OpenAPI Log Analyzer
Analyze API logs for ERROR/WARN/INFO counts, duplicate exceptions, correlation IDs, and timeline buckets.
Dev Debug Helpers
OpenHAR File Analyzer
Analyze browser HAR files for slow requests, failed calls, duplicates, domains, and timing waterfalls.