investigate

Root cause analysis requires a structured investigation process that prevents premature fixes. This approach enforces a four-phase workflow—investigate, analyze, hypothesize, implement—ensuring you collect evidence and confirm the true cause before modifying code.

Structured debugging organizes troubleshooting into explicit phases: locking scope, collecting telemetry, and testing hypotheses. This methodical approach guides you from observed symptoms to a confirmed root cause, preventing speculative fixes for regressions.

Hypothesis testing during error investigation involves using tool-based workflows to gather telemetry and evidence. You lock the scope of the anomaly, formulate a hypothesis, and validate it against collected data before proceeding to implementation.

Yes, structured root-cause investigation is designed for error investigations, regressions, and performance anomalies. It provides guided prompts to collect evidence and systematically trace symptoms back to their origin across various software failure types.

You must avoid applying fixes until the root cause is explicitly identified and confirmed. This iron law of investigation prevents patching symptoms, ensuring that any implemented fix actually resolves the underlying error or unexpected behavior.

Summarizing symptoms and collecting logs or telemetry is the recommended quick start for root-cause investigation. This evidence collection forms the foundational step needed to lock scope and test hypotheses effectively before fixing.