Lesson 36 of 40 DevOps Expert ⏱ 35 min

CI/CD — GitHub Actions & Azure Pipelines

Automate testing, linting, and deployment of Python apps with GitHub Actions, matrix builds, secrets, and Azure Container Apps deployment.

Part 1: Introduction to CI/CD — GitHub Actions & Azure Pipelines

Automate testing, linting, and deployment of Python apps with GitHub Actions, matrix builds, secrets, and Azure Container Apps deployment.

This lesson uses Python 3.13 features and follows best practices for development in Visual Studio 2026 with Copilot assistance.

Part 2: Core Concepts & Code Examples

# CI/CD — GitHub Actions & Azure Pipelines — Python 3.13 Example
from typing import Any

def main() -> None:
    """Entry point demonstrating lesson 36 concepts."""
    print(f"Lesson 36: CI/CD — GitHub Actions & Azure Pipelines")

if __name__ == "__main__":
    main()

Part 3: Best Practices & Patterns

Apply the patterns from this lesson consistently across your projects. Visual Studio 2026's Python IntelliSense, type checking integration, and GitHub Copilot will guide you toward idiomatic, production-ready Python 3.13 code.

Use type hints for all function signatures
Write docstrings with Args/Returns sections
Run ruff for linting, mypy for type checking
Test every function with at least one pytest test

Part 4: Next Steps

Practice these concepts hands-on, then continue to Lesson 37. Return to Python Tutorial Home to see the full curriculum, or visit VisualStudioTutor.com for Visual Studio 2026 guides.

📘 Want the complete guide with projects? Get the book →