01Multi-component diagnostic instrumentation for tracing data across system boundaries.
02Architectural health checks triggered automatically after repeated failed fix attempts.
03Deep root cause tracing techniques for navigating complex call stacks and data flows.
04Integration with Test-Driven Development (TDD) to ensure bugs stay fixed.
05Rigorous four-phase debugging framework: Investigation, Pattern, Hypothesis, and Implementation.
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