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AI-Generated Code: The Challenge of Quality and Craftsmanship in Software Development

By

alexwennerberg

4mo ago· 8 min readenInsight

Summary

The article discusses the phenomenon of 'AI slop' - low-quality AI-generated content that has proliferated online, particularly focusing on AI-generated code. The author argues that while AI can produce functional code, it often lacks the craftsmanship, maintainability, and deeper understanding required for quality software development. The piece explores the distinction between AI's ability to generate code versus its inability to truly 'write' software with the same level of quality, maintainability, and understanding as human developers. The author includes a significant update indicating they no longer agree with many statements in the original post, pointing to a follow-up article titled 'AI can sort of code, can't write.'

Key quotes

· 4 pulled
Much has been said about audio, video and text 'slop': low-quality, AI-generated content that has proliferated on the internet since the release of publicly-accessible AI models.
Garbage content has always existed online, but the novelty of AI is that it has made its generation orders of magnitude less labor-intensive.
For anyone who lacks a discerning eye, or is doing some task where discernment simply doesn't matter, AI-generated content is a godsend.
I no longer agree with many statements made in this blog post. I am leaving it here unmodified. See my follow-up: AI can sort of code, can't write.
Snippet from the RSS feed
Update (Feb 17, 2026) — I no longer agree with many statements made in this blog post. I am leaving it here unmodified. See my follow-up: AI can sort of code, can't write.

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