Recipes
Each recipe is one complete, production-shaped setup for a common kind of agent. Copy the recipe, swap the bits that vary, ship.
Customer-support bot with persistent factsThe bot remembers what each customer told it, even across process restarts.Sandboxed coding assistantRead and write files only inside a workspace. Symlink escapes blocked.Long-running research agent with durable replayMulti-step research; restart with the same
session_id to resume.Multi-server MCP setupCompose multiple MCP servers. Git, filesystem, custom, with auto tool-name disambiguation.Custom embedderCohere, Voyage, sentence-transformers. Satisfy the Embedder protocol.Custom permissions policyGeofencing, business hours, role-based. Implement the protocol.Streaming UI integrationFastAPI + SSE handler with backpressure-aware cancellation.Production checklistThe full pre-ship checklist: reliability, observability, security, memory, testing.Last updated on