Gather.dev

Engineering leadership for the agentic age

Taxonomy/Risk and governance

AI governance for engineering orgs

AI governance for engineering orgs is the set of policies, review gates, and audit trails that keep agent-authored code, data access, and autonomous actions inside acceptable risk bounds: what agents may touch unsupervised, what requires human sign-off, and how incidents get traced back to a decision.

Last reviewed Draft, pending editorial review

Common questions

Does every agent action need a human sign-off?

No; the governance question is which actions do, scoped by blast radius, not a blanket approval gate on everything an agent touches.

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