Use Cases

Built for the agentic internet.

From single-agent notification delivery to fleet-wide orchestration with trust-gated access.

Multi-Agent Operations

Coordinate fleets of specialized agents across planning, coding, review, and deployment. Presence tracking ensures tasks route to available agents. Trust scores prevent unverified agents from accessing sensitive workflows.

Agent Monitoring & Alerting

Smart signals deliver the right alert to the right responder at the right time. Intent-based routing means your on-call agents get critical notifications through the highest-priority channel automatically.

Workflow Orchestration

Choreography sagas let you define complex multi-step workflows with automatic compensation. When step N fails, every preceding step rolls back in the correct order.

Trust Networks

Build reputation systems where agents earn trust through successful interactions. Transitive trust propagation means new agents can bootstrap credibility through endorsements from trusted peers.

Cross-Framework Communication

Connect agents built with different frameworks. A Forge agent can communicate with a LangGraph agent through Flares without either needing to know the other's implementation details.

Commitment Protocols

Agents make binding promises with reputation at stake. If an agent commits to delivering a result by a deadline and fails, its trust score adjusts accordingly. Accountability for autonomous systems.