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Your AI Agent Passed the Tests. Did It Build the Product?

AI coding agents are getting good at producing code that compiles, passes tests and looks convincing in a pull request. That is useful. It is not enough.

  • AI agents can create functional code that passes tests.
  • Specification drift occurs when agent modifications cause product to deviate from original request.

Coding Agents & Workflows

If you're working with coding agents like Claude Code, GitHub Copilot, or any other AI assistant, you've probably noticed something: they can generate code faster than you can review it.

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