TLDR Tech / Practical
Mastering Unfamiliar Code: AI Debugging Techniques
The author describes effective methods for debugging codebases that are not well-understood, leveraging AI coding assistants. Examples are provided from three production issues involving slow performance, memory exhaustion, and system unresponsiveness. The piece highlights how AI can generate misleading clues and stresses the importance of human supervision, validation, and precise data to ensure AI accuracy. It concludes that developing the skill to work efficiently with large, unknown code using AI requires deliberate practice.
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