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13. The blunt rule for your team

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The Artifact Is Not The Thinking

A ticket is not understanding. A summary is not reading. A generated test is not verification. A code diff is not delivery. A review comment is not judgment.

AI can help us move faster, but it must not become a machine for producing confident nonsense.

Every artifact must have a human owner. Every important claim must have evidence. Every ticket must preserve intent. Every completed task must be verified.


This is the sentence to use as the doctrine:

AI may accelerate the work, but it must not launder ignorance into polished artifacts.