> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-srmult-1765395526-473a2ea.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# App development in LangSmith Deployment

**LangSmith Deployment** builds on the open-source [LangGraph](/oss/python/langgraph/overview) framework for developing stateful, multi-agent applications.
LangGraph provides the core abstractions and execution model, while LangSmith adds managed infrastructure, observability, deployment options, assistants, and concurrency controls—supporting the full lifecycle from development to production.

<Callout icon="cubes" color="#4F46E5" iconType="regular">
  LangSmith Deployment is framework-agnostic: you can deploy agents built with LangGraph or [other frameworks](/langsmith/autogen-integration). To get started with LangGraph itself, refer to the [LangGraph quickstart](/oss/python/langgraph/quickstart).
</Callout>

<CardGroup>
  <Card title="Assistants" cta="Explore assistants" href="/langsmith/assistants" icon="user-gear">
    Manage agent configurations, connect to threads, and build interactive assistants.
  </Card>

  <Card title="Runs" cta="Learn about runs" href="/langsmith/background-run" icon="play">
    Execute background jobs, stateless runs, cron jobs, and manage configurable headers.
  </Card>

  <Card title="Core capabilities" cta="See core features" href="/langsmith/streaming" icon="gear">
    Streaming, human-in-the-loop, webhooks, and concurrency controls like double-texting.
  </Card>

  <Card title="Tutorials" cta="View tutorials" href="/langsmith/autogen-integration" icon="graduation-cap">
    Step-by-step examples: AutoGen integration, streaming UI, and generative UI in React.
  </Card>
</CardGroup>

***

<Callout icon="pen-to-square" iconType="regular">
  [Edit the source of this page on GitHub.](https://github.com/langchain-ai/docs/edit/main/src/langsmith/app-development.mdx)
</Callout>

<Tip icon="terminal" iconType="regular">
  [Connect these docs programmatically](/use-these-docs) to Claude, VSCode, and more via MCP for real-time answers.
</Tip>