investigate

To find the root cause of a software bug, you need a systematic approach that collects symptoms, validates hypotheses, and verifies solutions. This workflow guides you through four phases from symptom collection to safe, auditable fixes.

Debugging flaky tests and performance regressions across services requires tracking evidence and rationale through a phase-driven workflow. This approach diagnoses outages and regressions by locking scope and validating hypotheses across your codebase.

Yes, a systematic root-cause analysis workflow applies to unexpected application behavior, errors, and crashes. It proactively suggests investigation strategies and guides you through evidence gathering and hypothesis validation.

To ensure bug fixes are safe and auditable during troubleshooting, use a repeatable workflow with scope-lock controls and escalation paths. This process tracks evidence, tests, and rationale from investigation through solution verification.

Yes, root-cause debugging works across multiple codebases, services, and deployments. It diagnoses misbehavior, outages, and regressions by applying a consistent, phase-driven approach to track evidence and validate fixes.