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

# Introduction

> An AI agent that debugs your traces and creates fix PRs

TraceRoot's AI agent goes beyond dashboards. When you see a failing trace, the agent can analyze it, clone your prod repository into a sandbox, identify the root cause, and open a fix PR — all without leaving the TraceRoot interface.

<Frame>
  <img src="https://mintcdn.com/tracerootai/eCQ8DDIAKc64lVFw/images/rca_v1.png?fit=max&auto=format&n=eCQ8DDIAKc64lVFw&q=85&s=179b1790684fb0222e6f414c4ae2ec0a" alt="TraceRoot AI agent performing root cause analysis" width="3442" height="1810" data-path="images/rca_v1.png" />
</Frame>

Once the AI agent is set up, TraceRoot gives you:

* **Trace analysis** — ask natural language questions about your traces, errors, and performance.
* **Root cause analysis** — the agent clones your prod repository and reads the exact file and line that failed.
* **Automated fix PRs** — After analyzing your traces, recent GitHub changes and point of failure, the agent writes a fix and opens a PR on GitHub for you to review.
* **Parallel runs** — launch multiple debugging sessions simultaneously to investigate different traces at once.

## Where to start

<CardGroup cols={2}>
  <Card title="GitHub Integration" icon="github" href="/ai-agent/github-integration">
    Connect your repositories to enable source code access and PR creation.
  </Card>

  <Card title="BYOK" icon="key" href="/ai-agent/byok">
    Use your own API keys to choose which model powers the agent.
  </Card>

  <Card title="Trace Analysis" icon="chart-mixed" href="/ai-agent/trace-analysis">
    Ask the agent questions about your traces in natural language.
  </Card>

  <Card title="Root Cause Analysis" icon="magnifying-glass" href="/ai-agent/root-cause-analysis">
    Learn how the agent identifies the root cause of failures.
  </Card>
</CardGroup>