AI coding tools are changing how software gets built.

Claude Code, Cursor, GitHub Copilot, Windsurf and other tools can generate code incredibly fast. For small tasks, they are already useful: write a component, explain a function, scaffold an endpoint, create

a test, refactor a file.

But after using AI in real projects, one thing becomes obvious:

The problem is no longer code generation. The problem is engineering control.