
An agentic security questionnaire workflow on Prefect Cloud with full observability, a self-improving knowledge base, and human review built in.

Prefect's approach to durable execution decouples results from workflow identity, enabling cross-workflow caching and exactly-once semantics through composable primitives.

How we migrated from a CMS to agent-native content operations: 25M tokens, 290 commits, and a category change in how fast we can ship.