Validate AI output and keep humans in control of what becomes canonical.
Governance is what makes AI safe to use on real architecture. AI output is validated against the schema and rules, and a human reviews and accepts before anything is committed.
In this group
AI Output Validation
Check AI-generated model and specs automatically.
Human Review and Acceptance
Keep people in the decision loop.
Two gates before canonical
| Gate | Question | Mechanism |
|---|---|---|
| Validation | Is it correct and consistent? | Schema + diagnostics |
| Human review | Is it right and intended? | Diff review and acceptance |
Nothing lands unreviewed
AI proposes changes; validation checks them; a person accepts them. Both gates apply before a change becomes canonical.
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