Why AI Agents Need Architecture-Aware Harnesses

AI agents can produce technically coherent designs that violate organizational architecture standards, creating costly misalignments. Current AI harnesses focus on execution quality but ignore architectural constraints—organizational preferences, cost limits, compliance requirements, and operational boundaries. Embedding architecture governance into the harness through pattern registries and deterministic architecture compilers ensures AI-generated systems remain aligned with strategic and operational requirements.