[Bug] Align checkpoint validation in the testing library

The testing library checkpoint validation is not matching the actual backend currently. We need to adjust the validation to match the backend more closely.

Start by locating checkpoint validation in the testing library and compare its behavior with the actual backend validation. The issue does not name files or tests, so first identify the relevant validation entry points and existing coverage. Done means the testing library accepts and rejects checkpoints consistently with the backend.

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