Harness engineering is a practice surrounding AI-assisted code generation with deterministic tooling, agent-based review, and periodic entropy checks to maintain correct and coherent code over time. This framework helps teams enforce architectural constraints, detect mistakes, and improve the overall quality of their codebase.