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Your AI agent grades its own homework

Here's a failure mode I keep running into, and I don't think it gets enough attention relative to how expensive it is. An AI coding agent finishes a task. It tells you what it did.

  • AI agent grades its own homework by parsing transcript
  • Checks verify claims, find secrets, identify irreversible actions
  • Faster, cheaper, more reliable than separate model evaluation

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