Iternal AI Academy

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Agentic Coding 14: Debugging Philosophy

Note it, keep moving: the debugging triage mindset for AI builds.

About this course

Most engineers fix bugs the moment they appear — and that instinct destroys momentum during AI builds. Learn the triage mindset that separates operators who finish from developers who get stuck: note non-blockers and keep building, fix blockers immediately, then debug once against stable code with raw evidence and parallel agents.

Where you'll use it

  • Maintaining build momentum during active AI code generation
  • Triaging bugs efficiently with blocker vs. non-blocker classification
  • Compiling consolidated bug reports for parallel agent hand-off
  • Running local dev servers to capture verbose logs for AI models
  • Baking bug triage rules into CLAUDE.md for automatic model compliance