13. The blunt rule for your team
Put this somewhere visible.
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.