You can waste hours comparing coding agents by reading model cards or watching polished demos. The cheaper signal is a tiny audit that records whether the agent changes only the intended files and leaves the test suite green after one under-specified, realistic task. This guide gives you the harness, the fixture pattern, and the reading rubric. MonkeyCode is a useful platform for this because its free model access lets you repeat the same probe across different model labels without metering e...