investigate

Root-cause analysis debugging is structured through a phase-driven approach of investigate, analyze, hypothesize, and implement to systematically triage software failures and validate the true cause of issues across codebases and services.

Troubleshooting stack traces and errors is guided by proactive prompts and checks that steer conversations toward concrete fixes, automatically initiating a structured investigation flow when unexpected software behavior appears.

Investigating performance anomalies and regressions requires integrating Bash, Grep, and Glob tools to gather system information, run tests, and apply structured hypothesis checks to isolate the root cause across affected services.

Debugging across different codebases and services is fully supported, applying systematic root-cause investigation to diverse debugging tasks including errors, stack traces, regressions, and performance anomalies regardless of the specific system architecture.

Safety controls during the debugging investigation process include pre-tool checks that prevent unsafe actions, ensuring all diagnostic operations and implemented fixes stay strictly within defined boundaries and scope.