Monday, May 05, 2025

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Is AI-Generated Code Becoming the New Legacy Code?

Examining whether AI-generated code becomes legacy code over time

From Hacker News Original Article Hacker News Discussion

AI tools like Copilot can handle boilerplate coding but struggle with complex problem-solving and nuanced refactoring tasks. The future of coding may see AI generating adaptive, evolving code that changes dynamically with each execution.

Why it matters: Current AI coding aids can speed routine tasks but don't yet replace human insight for complex engineering challenges.

The big picture: Coding will evolve to dynamic, self-healing systems where AI processes every request, potentially eliminating traditional programming.

The stakes: Rushing frequent refactoring without business value wastes resources; legacy code remains crucial for stable, earning products.

Commenters say: They highlight AI's limitations in understanding context and reasoning, emphasize legacy code's value, and speculate on AI-driven dynamic interfaces.