skippy-correctness

To validate staged execution parity, run a deterministic test harness that compares staged Skippy execution results against full-model runs and reports exact differences. This ensures reliable model deployment and troubleshooting.

Staged vs full-model execution parity means staged Skippy execution yields results consistent with full-model runs. Validating this parity ensures reliable model deployment and helps troubleshoot mismatches across split boundaries and activation wire types.

Mismatches between staged and full-model execution often stem from split boundaries or activation wire types. A parity check harness can diagnose these exact differences deterministically across model families to identify the root cause.

Yes, you can diagnose activation dtype mismatches across multiple model families by applying parity checks. The harness examines split boundaries and activation wire types to report exact differences and guide reproduction in CI environments.

You can reproduce execution parity mismatches in CI using the integrated harness guidance provided by the deterministic test framework. It applies parity checks across model families and split boundaries to consistently reproduce and fix observed mismatches.

The deterministic test harness focuses specifically on diagnosing split boundaries and activation wire type mismatches across model families. It requires both staged and full-model execution environments available to run parity checks and report differences.