How validate completion of production tools are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Validate completion of production tools sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Validate completion of production tools inherits.
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Trigger: A newly fabricated or modified production tool is delivered for initial testing and tryout.
Outcome: The production tool is certified, calibrated, and released for use in mass manufacturing operations.