# External Systems Integration

This guide covers integrating Codomyrmex with external systems, APIs, databases, and third-party services for production workflows.

## 🔗 Integration Overview

### **Integration Patterns**

```mermaid
graph TB
    subgraph sg_1d609d050e [Codomyrmex Core]
        Core["Codomyrmex<br/>Modules"]
        API["API Layer"]
        Events["Event System"]
    end

    subgraph sg_029bdd7765 [External Systems]
        Database["Databases<br/>PostgreSQL, MongoDB"]
        Cloud["Cloud Services<br/>AWS, GCP, Azure"]
        CI["CI/CD Systems<br/>GitHub Actions, Jenkins"]
        Monitoring["Monitoring<br/>Prometheus, Grafana"]
        APIs["External APIs<br/>LLMs, Code Analysis"]
        Storage["Object Storage<br/>S3, MinIO"]
    end

    subgraph sg_8b5041891f [Integration Methods]
        REST["REST APIs"]
        Webhooks["Webhooks"]
        EventDriven["Event-Driven"]
        BatchJobs["Batch Processing"]
        StreamProc["Stream Processing"]
    end

    Core --> API
    API --> REST
    Events --> Webhooks
    Events --> EventDriven

    REST --> Database
    REST --> Cloud
    Webhooks --> CI
    EventDriven --> Monitoring
    BatchJobs --> Storage
    StreamProc --> APIs
```

### **Integration Categories**

- **📊 Data Integration**: Databases, data warehouses, analytics platforms
- **☁️ Cloud Integration**: AWS, GCP, Azure services and APIs
- **🔄 CI/CD Integration**: Build pipelines, deployment automation
- **📈 Monitoring Integration**: Observability and alerting systems
- **🤖 AI/ML Integration**: External ML services and model APIs
- **📁 Storage Integration**: File systems, object storage, CDNs

