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Governance across AstraRunner, AstraMemory, and AstraGenie

1 Jul 2026 · 7 min read

Execution, memory, and workflow layers need shared policy boundaries and reciprocal evidence links.

Cross-product governance works when each layer owns its responsibility while preserving evidence for the others.

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

  • AstraRunner governs execution, approvals, traces, and run artifacts.
  • AstraMemory governs durable context, retention, retrieval, and deletion.
  • AstraGenie governs product workflow surfaces and customer-facing automation.
  • Cross-link evidence between layers.

Implementation checklist

  • Pass tenant and policy context across product boundaries.
  • Link runner traces to memory records.
  • Link workflow actions to approvals.
  • Keep product-level audit export coherent.

Watch outs

  • Policy gaps appear between product boundaries.
  • Memory deletion must inform future runner context.
  • Workflow UX should not hide execution risk.

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.