Run an agent across a distributed cluster
Coordinator + worker (or P2P mesh) over gRPC, with least-loaded routing and checkpoint hand-off. Ship the same agent code to a cluster without rewriting it.
Recipes
Short, focused walkthroughs of the patterns we keep seeing in production. Copy-paste, adapt to your stack, ship.
Coordinator + worker (or P2P mesh) over gRPC, with least-loaded routing and checkpoint hand-off. Ship the same agent code to a cluster without rewriting it.
Pause the graph before a sensitive tool fires, surface the proposed call to a human, then resume with their decision. Used for refunds, prod DB writes, transfers.
Connect to any MCP (Model Context Protocol) server and expose its tools to your agent. Three lines for stdio servers, four for SSE.
A retrieval-augmented generation agent: embed the question, look up relevant chunks, synthesize a grounded answer with citations. The right default for Q&A over your docs.
A supervisor agent that reads the user message and routes to specialist sub-agents (docs, billing, escalation). The default pattern for multi-domain customer-facing agents.
A reusable ReAct (reason + act) loop for tool-calling agents. Includes the prebuilt create_react_agent helper plus a hand-rolled StateGraph version in 5 languages.
MIT licensed. Drop-in for LangGraph. Native SDKs in 5 languages. Battle-tested resilience primitives in the box.