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

# Introduction

> Agent experimentation and prompt management platform

# Playgent

Playgent is an agent experimentation and prompt management platform. Test, evaluate, and optimize your AI agents with instrumented tracing, advanced evaluation metrics, and intelligent prompt optimization.

## Core Features

<CardGroup cols={2}>
  <Card title="Instrumented Tracing" icon="timeline">
    Drop-in SDK that captures agent execution at the span level. Track every LLM
    call, tool invocation, and retrieval step.
  </Card>

  <Card title="Advanced Evaluation" icon="chart-simple">
    27 built-in metrics including RAG (RAGAS), safety checks, agentic workflows,
    and multi-turn conversation analysis. No setup required.
  </Card>

  <Card title="Prompt Optimization" icon="wand-magic-sparkles">
    Automated prompt improvement using feedback from failed tests. A/B testing
    with statistical analysis.
  </Card>

  <Card title="Test Generation" icon="flask">
    Auto-generate test cases from documents or conversation logs. Coverage
    analysis included.
  </Card>
</CardGroup>

## Quick Start

<Steps>
  <Step title="Get your API key">
    Sign up at the [dashboard](https://playgent-dashboard.vercel.app) and create
    an API key.
  </Step>

  <Step title="Create an agent">
    Register your agent configuration via the API.
  </Step>

  <Step title="Run tests">
    Create test cases and run evaluations against your agent.
  </Step>
</Steps>

## Get Started

<CardGroup cols={2}>
  <Card title="Quickstart" icon="rocket" href="/quickstart">
    Get up and running in minutes.
  </Card>

  <Card title="API Reference" icon="code" href="/api-reference/introduction">
    Explore the full API documentation.
  </Card>
</CardGroup>