Complete Q3: CI/CD Pipeline

q3-cicd/README.md

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+# CI/CD Documentation
+
+## Staging vs Production
+
+### Staging Environment
+
+- Used for testing new releases before production.
+- Contains test data.
+- Developers and testers verify application functionality.
+- Failures do not affect real users.
+
+### Production Environment
+
+- Used by real users.
+- Contains live data.
+- High availability and stability are required.
+- Every deployment should be approved before release.
+
+---
+
+## Ghaymah CLI Integration
+
+Example deployment workflow:
+
+1. Install the Ghaymah CLI.
+2. Authenticate using your account credentials.
+3. Login to the Ghaymah Container Registry.
+4. Push the Docker image.
+5. Deploy the latest image to the production environment.
+
+Example commands:
+
+```bash
+ghaymah login
+
+ghaymah registry login
+
+docker push ghaymah.systems/my-api:latest
+
+ghaymah deploy
+```
+
+> Note: The exact commands may vary depending on the installed version of the Ghaymah CLI.