AI Coding Assistants
When AI-Generated Code Passes Tests and Is Still Wrong
A green test suite does not mean correct behavior. Why AI-written tests miss edge cases, and what actually catches the bug they didn't.
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Tag: AI Code Review
AI Coding Assistants
Ten Checks Before You Merge AI-Written Code
A short, ordered checklist for reviewing AI-generated code before it merges, from dependency checks to actually running the feature.
AI Coding Assistants
Reviewing an AI Pull Request That Touches 40 Files
When an agent-generated pull request is too large to read start to finish, here is a method that works instead of just more willpower.
AI Coding Assistants
The AI Invented a Function: How to Check Fast
A suggested method call looks plausible but might not exist. The fast way to confirm an AI-generated API call is real before you trust…
AI Coding Assistants
Spot a Hallucinated npm Package Before You Install
An AI assistant imported a package you don't recognize. Here is the fast check before you run npm install, and what to do if…
AI Coding Assistants
Working With an AI Coding Assistant: Trust Nothing
A practitioner's guide to using GitHub Copilot, Cursor or Claude Code daily without getting burned. What to verify, what to ignore, what actually fails.