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

# Welcome to Sageloop

> See all your AI outputs at once and spot patterns instantly

## What is Sageloop?

Sageloop is a behavioral design tool for AI Product Managers. Instead of testing outputs one at a time, **see all your AI outputs at once** and spot patterns instantly.

**The Core Idea**: Rate a batch of AI outputs (20-30), and Sageloop's AI finds the patterns in your ratings to suggest concrete improvements to your prompt.

### Key Benefits

* **Fast evaluation**: Rate 30 outputs in 5 minutes using keyboard shortcuts
* **Pattern discovery**: See failure modes and quality criteria you didn't know you had
* **Actionable insights**: Get specific, copy-pasteable prompt improvements
* **Export for CI/CD**: Ship behavioral specs to your engineering team

## Getting Started

New to Sageloop? Start here:

<CardGroup cols={3}>
  <Card title="Quick Start" icon="rocket" href="/quickstart">
    Get up and running in 15 minutes
  </Card>

  <Card title="Core Concepts" icon="lightbulb" href="/core-concepts">
    Understand how Sageloop works
  </Card>

  <Card title="Your First Project" icon="flag" href="/your-first-project">
    Step-by-step tutorial
  </Card>
</CardGroup>

<Tip>
  **First time here?** Follow the Quick Start Guide first. It will take you from signup to extracting your first insights in about 15 minutes.
</Tip>

## Explore by Use Case

See how other teams use Sageloop:

<CardGroup cols={2}>
  <Card title="Customer Support Bot" icon="headset" href="/use-cases/customer-support">
    Ensure consistent, empathetic responses
  </Card>

  <Card title="Content Generation" icon="pen-fancy" href="/use-cases/content-generation">
    Define quality for blog posts, emails, social
  </Card>

  <Card title="Code Assistance" icon="code" href="/use-cases/code-assistance">
    Test code generation and explanation quality
  </Card>

  <Card title="Data Extraction" icon="database" href="/use-cases/data-extraction">
    Validate structured data extraction
  </Card>
</CardGroup>

## Core Features

### Rating & Feedback

Learn how to rate AI outputs effectively and provide feedback that helps pattern extraction.

[Explore Rating Guide →](/guide/rating-outputs)

### Pattern Extraction

Discover how Sageloop's AI learns from your ratings to find patterns and suggest improvements.

[Learn Pattern Extraction →](/guide/pattern-extraction)

### Scenarios & Generation

Create test scenarios and generate AI outputs to evaluate.

[Creating Scenarios →](/guide/creating-scenarios)

## Common Questions

<AccordionGroup>
  <Accordion title="How many scenarios do I need?">
    Start with 15-30 scenarios. This is enough to spot patterns without overwhelming yourself.
  </Accordion>

  <Accordion title="How long does it take to see value?">
    Most users get their first insights in 15 minutes. Expect 2-4 iterations to reach 90%+ quality.
  </Accordion>

  <Accordion title="Can I use this for my specific use case?">
    Probably! See our [use cases section](/use-cases/customer-support) for customer support, content generation, code assistance, and data extraction.
  </Accordion>

  <Accordion title="Do I need to know how to code?">
    No! Sageloop is designed for Product Managers. Rate outputs based on your intuition.
  </Accordion>
</AccordionGroup>

<Card title="Ready to get started?" icon="rocket" href="/quickstart">
  Head to the Quick Start Guide and create your first project
</Card>

## Need Help?

* **Email support**: [hello@sageloop.app](mailto:hello@sageloop.app)
* **Browse our FAQ**: [Reference section](/reference/faq)