Approval workflows
Insert human review gates before sensitive or irreversible transitions.
Developer cookbook
Patterns you can put into production.
Start from proven state-machine recipes for common agent workflows, then adapt each state and axiom to your business.
Reliable tool execution
Validate inputs, constrain available actions, and recover safely when tools fail.
Long-running sessions
Resume work from explicit checkpoints without replaying an entire conversation.