Recipes Overview

Recipes answer the question: how do I do X? Each one is a single sitting — a goal, the canonical code, the gotchas, and a link back to the concept page if you want the deeper read.

Concept pages explain the pieces. Recipes show the pieces wired up.

For route-level agent behavior, start with Memory, Planning, Skills, Subagents, and Reasoning Effort. Those features are building blocks rather than single recipes today.

Build

• Add a Tool — author a tool, get type-safe access from a route
• Typed State — declare route state shapes and defaults
• Retry Transient Model Calls — recover from transient model/provider failures
• Dispatch from a Route — call one route from another

Integrate

• Auth Middleware — add execution authentication; thread management/state, cancellation, memory-candidate, and health routes need outer host/proxy authentication
• Stream Output — send incremental responses via runs/stream
• Research Assistant Web UI — wire a CopilotKit client to the research demo over AG-UI

Test

These canonical guides cover testing workflows rather than hidden recipe leaves:

• Scenario Testing
• Agent Test Harness
• Fixtures and Recording

Deploy

These canonical guides cover each supported deployment path:

• Deployment Options
• Node and Docker
• Kubernetes