superior-debugging

Diagnose and repair reproducible, intermittent, environment-specific, or production-observed software failures by tracing evidence to a root cause. Use when a symptom exists but its cause is uncertain or when a proposed fix needs causal validation. Do not use for feature implementation, speculative cleanup, or a general review without a concrete failure.