Merge pull request #17 from Aignosi/release/SIENTIAPDE-1352

SIENTIAPDE-1352: Update deploy workflow to use reusable workflow and add permissions, update README with CI/CD details.

README.md

@@ -821,10 +821,21 @@ All tools are configured in the `pyproject.toml` file:
 
 ### CI/CD Integration
 
-The `.github/workflows/quality-gate.yml` workflow automatically runs all validations on each push/PR:
+The project uses **reusable workflows** from `Aignosi/github_workflow_templates` for CI/CD:
+
+#### Quality Gate (`.github/workflows/quality-gate.yml`)
+Runs automatically on each Pull Request to `main`:
 - ✅ Formatting and linting block merge if they fail
 - ⚠️ Type checking and security generate warnings but don't block
 - ✅ Tests must pass with minimum 80% coverage
+- ✅ SonarQube analysis for code quality metrics
+- ✅ Automatic version calculation based on branch pattern
+
+#### Deploy (`.github/workflows/deploy.yml`)
+Runs automatically when a PR is merged to `main`:
+- ✅ Builds and pushes Docker image to Azure Container Registry
+- ✅ Creates GitHub release with calculated version
+- ✅ Deploys to Kubernetes using Helm
 
 ### Best Practices
 
@@ -1367,7 +1378,7 @@ $ docker logs -f sientia-dataops-model-manager
 ### Login using access token
 
 ```bash
-$ docker login -u bruno-aignosi -p LD/IyZ4vtDI7khRYnH4HzfdTx3toorg6hlCetJM54n+ACRDim3xO aignosi.azurecr.io
+$ docker login -u <username> -p <access-token> aignosi.azurecr.io
 ```
 
 ### Push image to repository