Stateful Execution Graphs & Automated Checkpoint Hibernation
v2.1.0
Serializable agent state trees backed by PostgreSQL/pgvector. Pause multi-hour workflows during human-in-the-loop validation with zero idle compute costs.
Durable Execution Primitives for Autonomous Agents
Long-running agent workflows should never fail due to unexpected network disconnections or prolonged human-in-the-loop validation delays. Zyphra v2.1.0 brings fully serializable execution DAGs with native hibernation.
State Management Primitives
• Deep state serialization capturing variable environments, tool call buffers, and pending approval queues.
• PostgreSQL and pgvector state backends enabling zero-compute hibernation during asynchronous validation pauses.
• One-click replay engine to debug and fast-forward agent trajectories in staging environments.
Migration Guide
Existing in-memory DAGs can be migrated without breaking changes by adding the `@stateful` decorator to agent step definitions.