investigate

To find the root cause of a software bug, you need a systematic investigation framework that captures symptoms, reproduces steps, and collects evidence. This process enforces safety checks and scope boundaries to identify the true source rather than masking symptoms.

Debugging performance regressions across codebases requires a structured four-phase approach: investigate, analyze, hypothesize, and implement. This method proactively guides evidence collection and hypothesis testing to pinpoint regressions across different environments.

A four-phase root-cause analysis works by sequentially investigating symptoms, analyzing collected evidence, forming hypotheses about the issue, and implementing a verified fix. This enforces safety boundaries and a proactive approach to avoid masking underlying problems.

Yes, you can use a systematic debugging workflow for issues without a clear stack trace by proactively capturing symptoms and reproducing steps. The investigation framework guides evidence collection to analyze unexpected behavior even when direct error outputs are absent.

Yes, root-cause investigation enforces safety checks and scope boundaries when modifying codebases. This safety-aware workflow prevents unsafe operations and ensures that implementation actions remain strictly within the project scope during the debugging process.