Governance and approval gates for agentic systems
Approvals, policies, tenant boundaries, and evidence trails make autonomous work governable without blocking every run.
Governance is how autonomy survives production. The goal is to let routine work move while risky actions collect evidence and approvals.
AstraRunner treats this as an execution-platform concern: the run needs durable state, traceable decisions, cost visibility, and enough structure for teams to review what happened after the agent finishes.
Patterns that work
- Gate deploy, delete, bill, email, publish, and access-grant actions.
- Gate budget overruns and model escalation.
- Gate cross-tenant or privileged data access.
- Record who approved and what evidence was available.
Implementation checklist
- Define risk classes for actions.
- Attach approval policy to run steps.
- Store approval artifacts.
- Audit exceptions weekly.
Watch outs
- Approvals without evidence become rubber stamps.
- Too many gates train teams to bypass them.
- Agents should not self-approve risky actions.
Related reading
How this fits the Astra stack
AstraRunner owns the operational path for agent work: orchestration, scheduling, approval gates, traces, costs, and role-agent handoffs. AstraMemory owns durable context and retrieval. AstraGenie turns those capabilities into product workflows for teams that want automation without rebuilding the platform layer.