Start here if you’re building or operating agent applications. This section is about deploying your application. Need to set up LangSmith infrastructure first? Refer to the Hosting section.
- Test locally: Run your application on a local server.
- Choose hosting: Select Cloud, Hybrid, or Self-hosted.
- Deploy your app: Push code or build images to your chosen environment.
- Monitor & manage: Track traces, alerts, and dashboards.
Prerequisites: Before deploying applications, you need a LangSmith instance to deploy to. Choose a hosting option first:
- Cloud: Fully managed
- Hybrid: Enterprise option for data residency requirements
- Self-hosted: Full control and data isolation
What you’ll learn
- Configure your app for deployment (dependencies, project setup, and monorepo support).
- Build, deploy, and update LangGraph Servers.
- Secure your deployments with authentication and access control.
- Customize your server runtime (lifespan hooks, middleware, and routes).
- Debug, observe, and troubleshoot deployed agents using the Studio UI.