Build once. Run it like critical software.
Durable execution
Long-running work recovers from the failed step instead of starting over.
Structured outputs
Stable interfaces keep results usable in products and other systems.
Traceability
Every run keeps the evidence, decisions, and evaluations behind it.
Access control
Workspaces, permissions, and secrets stay limited to the right people.
