Add the logs you're missing
Audit the important code paths, add useful structured logs, and prove success and failure events fire with tests.
Use this when
Use this when important user flows, service boundaries, background jobs, or failure paths are difficult to trace because the system's logging is incomplete or inconsistent.
How it runs
- Inventory the important paths and define the event, outcome, severity, correlation context, and fields each one should emit.
- Add structured logs to uncovered paths without duplicating events or adding low-value noise.
- Add tests for successful and failed outcomes, then inspect representative emitted logs for useful context.
- Verify redaction and repeat until every important path has tested coverage or a documented reason not to log.
Done when
✓ Every important path emits useful, tested logs. Representative success and failure tests prove coverage without exposing sensitive data.
Why it works
Treating logging as testable coverage turns observability from scattered statements into a reviewable system requirement. Inspecting emitted events catches gaps that source review alone misses.
Implementation note
Never log credentials, tokens, secrets, or sensitive personal data. Prefer stable event names and structured fields over interpolated prose.
More testing loops
Watch tests while you work
A passive watchdog loop that reruns your test suite every 15 minutes and surfaces failing tests with their error output.
Kill flaky tests
Run your test suite repeatedly, collect every intermittent failure, and fix or quarantine flaky tests until you get five consecutive green runs.
Make all tests pass
Implement remaining code and run tests repeatedly until the full suite passes.