Monday, December 1, 2025

Exploring Coding Agents? Don’t Forget About Encapsulation!

Navigating the Future of AI in Software Engineering

In the evolving landscape of AI-assisted software engineering, productivity gains come with unique challenges.

  • The Challenge: Collaborating with AI agents necessitates clarity and communication, similar to working with human colleagues. Key aspects include:

    • Ambiguity in Request: The quality of AI assistance improves with well-defined requirements.
    • Encapsulation Principle: By leveraging this classic principle, we can outline robust, data-oriented interfaces, ensuring projects remain maintainable.
  • Strategies for Success:

    • Fixed Points: Define APIs and expected side effects.
    • Rules via Unit Tests: Implement tests to validate code without deep dependency concerns.

This approach allows AI agents to work autonomously while keeping developers in control, ensuring maintainability and understanding of the project landscape.

Are you ready to embrace AI in your software development practices? Share your thoughts and let’s discuss!

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