> ## Documentation Index
> Fetch the complete documentation index at: https://raindrop.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Introduction

> Raindrop is the monitoring platform for AI agents. Similar to how Sentry tracks errors in your web apps, Raindrop discovers silent agent failures in production.

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  <img src="https://mintcdn.com/dawn-a6c57108/hED-oCeK9ZsPDtmT/images/signals/signals-dashboard.png?fit=max&auto=format&n=hED-oCeK9ZsPDtmT&q=85&s=12744b54e0ccab87f0cbbbeae86739c5" alt="Raindrop Signals Dashboard" width="7680" height="4320" data-path="images/signals/signals-dashboard.png" />
</Frame>

**AI agents fail differently than traditional software.** A 500 error is obvious. An agent that confidently gives wrong information, forgets something the user said 3 messages ago, or takes a suboptimal path are failures invisible to traditional monitoring.

Raindrop helps you:

* **Visualize agent trajectories**: See what your agent actually did, every tool call, error, and recovery, in seconds
* **Detect issues automatically**: default signals catch common failure modes like forgetting, user frustration, and task failures
* **Search across millions of interactions**: Use Deep Search to find specific issues in your production data with natural language
* **Track custom signals**: Define any signal you care about (eg. syntax errors, aesthetic complaints, agent stuck in a loop) and track it at scale
* **A/B test your agents**: Run experiments to validate that your fixes actually worked

## Integrate Raindrop

<CardGroup cols={2}>
  <Card title="TypeScript" icon="file-code" href="/sdk/typescript">
    Full-featured SDK with tracing support for Node.js and edge runtimes.
  </Card>

  <Card title="Python" icon="python" href="/sdk/python">
    Native Python SDK for FastAPI, Django, and other Python frameworks.
  </Card>

  <Card title="HTTP API" icon="code" href="/sdk/http-api">
    RESTful API for any language or platform.
  </Card>

  <Card title="Integrations" icon="puzzle-piece" href="/integrations/overview">
    Connect Raindrop with AI frameworks, cloud providers, and developer tools.
  </Card>
</CardGroup>

## Core Features

<CardGroup cols={2}>
  <Card title="Trajectories" icon="route" href="/platform/trajectories">
    Visualize and search agent traces. See every tool call, spot errors instantly, and understand what actually happened.
  </Card>

  <Card title="Signals" icon="signal" href="/platform/signals">
    Ground truth indicators for agent performance. Track wins, failures, and custom behaviors across all your interactions.
  </Card>

  <Card title="Deep Search" icon="magnifying-glass" href="/platform/search">
    Find issues in your production data using natural language. Like deep research, but for your agent logs.
  </Card>

  <Card title="Experiments" icon="flask" href="/platform/experiments">
    A/B test your agents to validate changes. Compare models, prompts, and configurations.
  </Card>

  <Card title="Alerts" icon="bell" href="/platform/alerts">
    Get notified via Slack when issues spike. Daily summaries and custom alert thresholds.
  </Card>

  <Card title="Projects" icon="folder-tree" href="/platform/projects">
    Isolate ingest, dashboards, and AI features within an org. Single-project orgs need nothing; target a project via the SDK option or the `X-Raindrop-Project-Id` header.
  </Card>
</CardGroup>