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Governed autonomy.

Autonomy is useful only when the outputs are governable: reviewable, auditable, and safe to adopt.

Safety

Guardrails, review, and governance.

DGS vs agent frameworks

Orchestration vs governed outputs.

Product

Where governance shows up in the product direction.

Evaluation & verification

Governance depends on explicit acceptance criteria.

Safety guardrails

What guardrails look like when outcomes matter.

Rule of thumb

Make “review” a first-class step

If a workflow doesn’t include explicit review gates, you’re building a demo — not something a team can safely rely on.