Amap Tech
Aug 12, 2026 · Artificial Intelligence
How Harness Enables Controllable AI Delivery for Automotive Software
The article analyzes why enterprise AI coding often loses control, outlines five typical risk categories, and shows how Harness and AutoSDK implement three defense lines—pre‑control, mid‑control, and post‑control—to embed context governance, behavior constraints, AI self‑testing, and feedback left‑shift, achieving measurable reductions in context usage and defect leakage.
AIAI TestingAutoSDK
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