Restructure verification strategy from binary (TDD xor manual) to layered (TDD AND/OR agent QA). Elevate zero-human-intervention as universal principle, require per-scenario ultra-detailed QA format with named scenarios, negative cases, and evidence capture. Remove ambiguous 'manual QA' terminology.