# --- Q3 Theoretical Documentation ---

## 1. Difference Between Staging and Production Environments:
- **Staging Environment:** A pre-production, isolated environment identical to production, used exclusively for testing updates, running integration tests, and catching bugs safely before real users see them.
- **Production Environment:** The live, primary environment accessed by end-users, where stability, high availability, and security are critical.

## 2. Ghaymah CLI Integration & Connection:
To link and authenticate with Ghaymah CLI locally or in pipelines:
1. Install the CLI tool:
   `curl -sL https://cli.ghaymah.systems/install.sh | bash`
2. Authenticate using your API token:
   `ghaymah auth login --token <YOUR_API_TOKEN>`
3. Verify connection status:
   `ghaymah cluster status`