> ## Documentation Index
> Fetch the complete documentation index at: https://asymptotelabs-fix-postinstall-refresh-user-hooks.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Agent SDK Integrations

> Choose an Asymptote Observe integration path for AI SDKs and agent orchestration

## Integration Overview

Asymptote Observe traces supported LLM providers, agent SDKs, and orchestration code through OpenTelemetry. Initialize `Observe`, configure the integration path for the SDK you use, and your model calls or agent turns can flow to Asymptote Managed hosted Observe or a customer-managed OTLP collector.

Browse the integrations below to see setup instructions, what is captured, and troubleshooting guidance.

<Columns cols={2}>
  <Card title="Anthropic" icon="robot" href="/sdk/integrations-anthropic">
    Instrument `@anthropic-ai/sdk` model calls with Asymptote Observe.
  </Card>

  <Card title="Claude Agent SDK" icon="robot" href="/sdk/integrations-claude-agent-sdk">
    Wrap Claude Agent SDK query functions with Beacon-compatible prompt spans.
  </Card>

  <Card title="OpenAI" icon="brain" href="/sdk/integrations-openai">
    Instrument `openai` package model calls with Asymptote Observe.
  </Card>

  <Card title="Vercel AI SDK" icon="bolt" href="/sdk/integrations-vercel-ai-sdk">
    Pass `Observe.getTracer()` into AI SDK telemetry for model calls and tool loops.
  </Card>

  <Card title="Custom Agent Steps" icon="diagram-project" href="/sdk/integrations-custom-agent-steps">
    Use `Observe.observe()` for orchestration, tools, policy checks, and handoffs.
  </Card>

  <Card title="Next.js And Serverless" icon="cloud" href="/sdk/integrations-nextjs-serverless">
    Initialize once in Node-only entrypoints and flush traces before short-lived runtimes exit.
  </Card>
</Columns>

## Shared Setup

All integration paths start by installing and initializing the SDK:

Hosted Observe export requires an Asymptote Managed API key. To get `ASYMPTOTE_API_KEY`, [reach out for a demo](https://asymptotelabs.ai/contact).

```bash title="Install the SDK" theme={null}
npm install @asymptote/sdk
```

```typescript title="Shared SDK initialization" lines theme={null}
import { Observe } from "@asymptote/sdk";

Observe.initialize({
  apiKey: process.env.ASYMPTOTE_API_KEY,
});
```

See the [SDK quickstart](/sdk/quickstart) for Asymptote Managed hosted Observe, customer-managed OTLP, custom exporter, and shutdown options.

## Not Supported Yet

OpenAI agent-framework tracing is not documented here because the current `agent-beacon` TypeScript SDK does not ship that adapter yet.