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

# Personas Overview

> Role-specific guidance for integrating PraisonAI recipes

# Personas Overview

Different roles interact with PraisonAI recipes in different ways. This guide helps you find the right documentation based on your role and responsibilities.

## Choose Your Persona

<CardGroup cols={3}>
  <Card title="App Developer" icon="code" href="/docs/guides/recipes/personas/app-developer">
    **Build applications** that use recipes. Focus on SDK integration, error handling, and user experience.
  </Card>

  <Card title="Platform/DevOps" icon="server" href="/docs/guides/recipes/personas/platform-devops">
    **Deploy and operate** recipe infrastructure. Focus on scaling, monitoring, security, and reliability.
  </Card>

  <Card title="Recipe Author" icon="wand-magic-sparkles" href="/docs/guides/recipes/personas/recipe-author">
    **Create and maintain** recipes. Focus on agent design, testing, and documentation.
  </Card>
</CardGroup>

## Persona Collaboration

```mermaid theme={"theme":{"light":"vitesse-light","dark":"vitesse-dark"}}
flowchart TD
    subgraph Creation["Recipe Creation"]
        RA[Recipe Author] -->|creates| R[Recipe]
    end
    
    subgraph Distribution["Distribution"]
        R --> REG[(Recipe Registry)]
    end
    
    subgraph Deployment["Deployment"]
        REG --> PD[Platform/DevOps]
        PD -->|deploys| INFRA[Infrastructure]
    end
    
    subgraph Integration["Integration"]
        INFRA --> AD[App Developer]
        AD -->|integrates| APP[Application]
    end
    
    subgraph Usage["End Users"]
        APP --> EU[End Users]
    end
    
    style RA fill:#FFB6C1
    style PD fill:#87CEEB
    style AD fill:#90EE90
```

## Quick Reference

<Tabs>
  <Tab title="By Task">
    | Task                   | Primary Persona | Secondary     |
    | ---------------------- | --------------- | ------------- |
    | Build app with recipes | App Developer   | -             |
    | Deploy recipe server   | Platform/DevOps | -             |
    | Create new recipe      | Recipe Author   | -             |
    | Debug recipe failures  | App Developer   | Recipe Author |
    | Scale infrastructure   | Platform/DevOps | -             |
    | Optimize performance   | Platform/DevOps | App Developer |
    | Add new AI capability  | Recipe Author   | App Developer |
  </Tab>

  <Tab title="By Integration Model">
    | Model                 | Primary Persona       |
    | --------------------- | --------------------- |
    | Embedded SDK          | App Developer         |
    | CLI Invocation        | App Developer, DevOps |
    | Local HTTP Sidecar    | App Developer         |
    | Remote Managed Runner | Platform/DevOps       |
    | Event-Driven          | Platform/DevOps       |
    | Plugin Mode           | App Developer         |
  </Tab>

  <Tab title="By Concern">
    | Concern     | Primary Persona |
    | ----------- | --------------- |
    | Latency     | App Developer   |
    | Reliability | Platform/DevOps |
    | Security    | Platform/DevOps |
    | UX          | App Developer   |
    | AI Quality  | Recipe Author   |
    | Cost        | Platform/DevOps |
  </Tab>
</Tabs>

## Recommended Learning Path

### App Developer

1. Start with [Embedded SDK](/docs/guides/recipes/integration-models/embedded-sdk)
2. Learn [CLI Invocation](/docs/guides/recipes/integration-models/cli-invocation) for scripts
3. Explore [Use Cases](/docs/guides/recipes/use-cases) for patterns

### Platform/DevOps

1. Start with [Local HTTP Sidecar](/docs/guides/recipes/integration-models/local-http-sidecar)
2. Progress to [Remote Managed Runner](/docs/guides/recipes/integration-models/remote-managed-runner)
3. Learn [Event-Driven](/docs/guides/recipes/integration-models/event-driven) for scale

### Recipe Author

1. Understand all [Integration Models](/docs/guides/recipes/integration-models)
2. Study [Use Cases](/docs/guides/recipes/use-cases) for inspiration
3. Review [Decision Guide](/docs/guides/recipes/decision-guide) for recommendations

## Cross-Persona Communication

Effective recipe deployment requires collaboration:

| From            | To              | Key Handoffs                                  |
| --------------- | --------------- | --------------------------------------------- |
| Recipe Author   | App Developer   | Recipe name, input/output schema, examples    |
| Recipe Author   | Platform/DevOps | Resource requirements, dependencies, SLAs     |
| Platform/DevOps | App Developer   | Endpoint URLs, API keys, rate limits          |
| App Developer   | Recipe Author   | Bug reports, feature requests, usage patterns |

## Next Steps

Choose your persona above to get role-specific guidance, or explore:

* [Integration Models](/docs/guides/recipes/integration-models) - Technical integration options
* [Use Cases](/docs/guides/recipes/use-cases) - Real-world implementation patterns
* [Decision Guide](/docs/guides/recipes/decision-guide) - Choosing the right approach