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+# Code Quality Tips
+
+Best Practices for Reliable Test-Driven Code: Linters, Microservices, and Docker to Avoid "Works on My Computer" Issues
+
+1. Use linters and automated testing to ensure quality code (e.g. Flake8, Pylint, `pytest`).
+1. Break code into microservices for easier testing and maintenance (e.g. REST APIs, AWS Lambda).
+1. Test microservices with Pytest and `fixtures`, and use Docker for reliable testing/deployment (e.g. parametrized tests, mocks, containers, Kubernetes).
+1. Create sequence diagrams (or **DAGs**) to visualize how different parts of the code interact with each other.