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Tag: AI辅助编程 (4 articles)

There's No Limit to How Bad Code Can Get

Simon Willison argues that rewriting systems to address technical debt is often riskier than patching; in the AI era, automated testing and incremental refactoring offer a more reliable path.

Simon Willison · Sep 6, 2026

Quoting Andrew Kelley

Zig creator Andrew Kelley uses the metaphor of 'digital smell' to argue that over-reliance on AI-assisted coding produces a recognizable, low-quality code style, warning developers to be mindful of the boundaries of AI tool usage.

Simon Willison · May 1, 2026

Quoting Matthew Yglesias

Matthew Yglesias's quote highlights two paths for AI-assisted programming: personal 'vibecoding' versus professional software companies using AI to build better products, with the latter being the more sustainable value creation model.

Simon Willison · Apr 28, 2026