Developer AI Guide
A practical blog for developers who want to use AI for coding, debugging, refactoring, testing, and documentation without turning every task into a black box.
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How to Eliminate the Wrong Debugging Hypotheses After Your First Check
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How to Pick the First Check to Run After AI Suggests a Verification Order
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How to Decide What to Check First After AI Summarizes Your Logs
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How to Decide What to Trust and What to Verify When AI Reads Logs
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How to write robust unit tests with AI without falling into Mocking Hell
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How to generate boilerplate code safely with AI
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Questions to ask AI first when reading unfamiliar legacy code
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How to narrow debugging hypotheses faster with AI
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How to use AI to generate test drafts safely
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AI code review checklist for safer pull requests