Tuesday, December 23, 2025

How AI Might Be Impairing Your Engineering Skills

As an engineer passionate about code-assist tools like GitHub Copilot and Cursor, I’ve seen their pros and cons firsthand. While these tools can expedite coding and simplify tasks, over-reliance can lead to serious pitfalls.

Key Insights:

  • Efficiency vs. Quality: Code-assist tools enable quick solutions, but can degrade code quality, particularly in enterprise environments requiring maintainable software.
  • Common Pitfalls:
    • Duplicate Code Blocks: AI may generate repetitive methods, cluttering codebases.
    • Lack of Contextual Awareness: Tools may misinterpret project-specific requirements, resulting in ineffective configurations.
  • Long-Term Impact: Dependence on AI diminishes engineers’ familiarity with the codebase, leading to risky situations when troubleshooting issues.

As we move past the AI hype, it’s crucial to remember that understanding and craftsmanship should drive software engineering.

What are your experiences with code-assist tools? Let’s discuss below!

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