Harness Engineering

Harness Engineering introduces a verification-first repair harness designed to integrate a language model into maintenance pipelines without granting it decision-making power. This method addresses engineering maintenance where machine-readable artifacts fail due to environmental changes. While language models can propose repairs based on evidence, incorrect fixes are more damaging than no repair. The approach focuses on managing the high volume and triage of small, frequent failures that competent engineers can typically resolve quickly.