One Function, Four Faces: How Decorators Helped Us Keep Module Units Clean

📰 Medium · Python

Learn how decorators can help keep module units clean by reducing code duplication in Python

intermediate Published 15 Jun 2026
Action Steps
  1. Identify duplicated code in your project
  2. Apply decorators to plain functions to reduce duplication
  3. Use thin adapters to handle different interfaces
  4. Test and refactor your code to ensure cleanliness and readability
  5. Implement decorators for HTTP handlers, MCP tools, and CLI commands to simplify your codebase
Who Needs to Know This

Software engineers and developers can benefit from using decorators to simplify their codebase and improve maintainability

Key Insight

💡 Decorators can help reduce code duplication and improve maintainability by annotating plain functions and using thin adapters

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💡 Use decorators to keep your Python code clean and reduce duplication!

Key Takeaways

Learn how decorators can help keep module units clean by reducing code duplication in Python

Full Article

We stopped duplicating HTTP handlers, MCP tools, and CLI commands. We annotate plain functions once and let thin adapters do the rest. Continue reading on Medium »
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