# Streamline Automations Overview

Streamline is Freddy's powerful automation platform that lets you build, deploy, and run Python-based automations in secure sandbox environments. Create workflows that integrate with your tools, schedule recurring tasks, and automate complex processes.

## What is Streamline?

Streamline allows you to:

- **Build Python automations** with full access to pip packages
- **Deploy via Git** for automatic synchronization with your repository
- **Execute on-demand** or on a schedule with cron expressions
- **Integrate with Freddy AI** for intelligent automation workflows
- **Run securely** in isolated E2B sandbox environments


## Key Features

### 🚀 Multiple Deployment Methods

- **Git Integration**: Connect your GitHub repository for automatic deployments
- **Manual Upload**: Upload ZIP files directly through the API
- **CLI Tool**: Use the Aitronos CLI for streamlined development


### 🔄 Automatic Synchronization

- **GitHub Webhooks**: Automatically sync when you push to your repository
- **Manual Sync**: Trigger synchronization on-demand
- **Multi-Automation Repos**: Support for monorepo structures with multiple automations


### ⏰ Flexible Scheduling

- **Cron Expressions**: Schedule automations with standard cron syntax
- **Timezone Support**: Run automations in any timezone
- **Enable/Disable**: Toggle schedules without deleting them


### 🔐 Secure Execution

- **Sandbox Isolation**: Each automation runs in its own secure E2B sandbox
- **Resource Limits**: Configurable timeout and resource constraints
- **Environment Variables**: Secure parameter passing


## Quick Start

1. **[Install the CLI](/docs/documentation/streamline/cli-installation)** - Get the Aitronos CLI tool
2. **[Create Your First Automation](/docs/documentation/streamline/getting-started)** - Build a simple automation
3. **[Deploy to GitHub](/docs/documentation/streamline/github-deployment)** - Set up automatic deployments
4. **[Schedule Execution](/docs/documentation/streamline/scheduling)** - Run automations on a schedule


## Architecture


```
┌─────────────────┐
│  Your GitHub    │
│   Repository    │
└────────┬────────┘
         │ Push
         ↓
┌─────────────────┐
│ GitHub Webhook  │
│  (Auto-Sync)    │
└────────┬────────┘
         │
         ↓
┌─────────────────┐      ┌──────────────┐
│ Freddy Backend  │─────→│ E2B Sandbox  │
│  (Streamline)   │      │  Execution   │
└─────────────────┘      └──────────────┘
```

## Use Cases

### Data Processing

Automate data collection, transformation, and analysis workflows.

### API Integration

Connect multiple services and automate data synchronization.

### Scheduled Reports

Generate and send reports on a regular schedule.

### Monitoring & Alerts

Monitor systems and send notifications when conditions are met.

### AI-Powered Workflows

Combine Freddy AI with external tools for intelligent automation.

## Next Steps

- **[Getting Started Guide](/docs/documentation/streamline/getting-started)** - Create your first automation
- **[Project Structure](/docs/documentation/streamline/project-structure)** - Learn about automation structure
- **[GitHub Integration](/docs/documentation/streamline/github-deployment)** - Set up Git-based deployments
- **[API Reference](/docs/api-reference/streamline/introduction)** - Complete API documentation


## Support

Need help? Contact us at support@aitronos.com or visit the [Freddy Hub](https://freddy-hub.aitronos.com).