Why AI Hallucinates Imports (and How to Stop It)
10 min read
The mechanics behind phantom packages, version drift, and cross-module confusion, plus concrete prevention strategies for large codebases.
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AI Writes Code That Compiles but Breaks Your Architecture: Here's Why
10 min read
When AI takes architectural shortcuts your code still compiles, but breaks in production. Document the decisions AI can't infer from code alone.
Why Your AI Coding Assistant Ignores Half Your Instructions
9 min read
Extra instructions don't help. They hurt. Learn to scope AI instruction files so your assistant only sees what matters for the current task.
How to Write a CLAUDE.md (or Cursor Rules) That Actually Works
8 min read
Your AI assistant used the wrong framework? Here's how to write instruction files (CLAUDE.md, Cursor Rules) that actually prevent that.