ce-debug

Systematically debug incomplete stack traces by tracing the full causal chain from trigger to symptom. This structured investigation approach uses evidence-based hypotheses and phase-guided workflows to reproduce and resolve bugs.

Find root causes in complex codebases by validating structured hypotheses against evidence through a multi-phase workflow. Triage, investigate, and isolate the causal chain to prevent symptom-focused fixes and guide corrective actions.

Symptom-focused fixes often occur when the causal chain is untraced. Structured debugging enforces evidence-based hypotheses and root-cause analysis across a phase-guided workflow, ensuring corrective actions target the actual trigger.

Structure a debugging workflow across issue trackers using phases: Triage, Investigate, Root Cause, Fix, and Handoff. This workflow reproduces bugs with evidence, validates predictions, and guides defense-in-depth fixes across multiple layers.

Yes, structured hypotheses guide reproduction and resolution across complex codebases by validating predictions and tracing the full causal chain. Smart escalation prevents incomplete fixes by ensuring evidence-based root-cause isolation before applying fixes.

Avoid symptom-focused approaches when stack traces are incomplete or hypotheses need structured validation. Use root-cause analysis with defense-in-depth guidance to ensure robust fixes across multiple layers instead of patching surface symptoms.