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Business Insider3 days ago
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Zig president says AI coding contributions are 'invariably garbage,' so he banned them

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Zig programming language bans AI-assisted code contributions, with its president calling them 'invariably garbage' and a waste of reviewer time.

Zig president says AI coding contributions are 'invariably garbage,' so he banned them
Intelligence Insights

The Big Picture

Zig, an open-source programming language, has banned contributors from using AI to code, edit, debug, or brainstorm. President Andrew Kelley stated on the JetBrains podcast that AI-generated contributions have 'no value whatsoever' and 'negative value' because they consume scarce reviewer time. With 200 open pull requests and a small core team, AI-assisted 'slop contributions' slow down the review bottleneck. Kelley emphasized that Zig's mission includes mentorship, making AI contributions counterproductive. The ban simplifies enforcement, as reviewers don't need to judge individual AI contributions. The policy has stirred drama with Bun, a runtime built on Zig that was later acquired by Anthropic.

Why It Matters

Zig's ban on AI-generated code highlights a growing tension between the push for AI-assisted productivity and the quality-control needs of open-source projects. As AI coding tools become ubiquitous, maintainers face a flood of low-effort contributions that burden volunteer reviewers, potentially undermining the mentorship and learning goals central to many open-source communities. This could spark a broader debate on how projects balance AI efficiency with code quality and community health.

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Zig bans contributors from using AI to code, debug, or brainstorm.

Luis Alvarez/Getty Images

  • Zig, an open-source programming language, bans contributors from using AI to code, edit, or debug.
  • Zig president Andrew Kelley said that the AI-generated contributions have "no value whatsoever."
  • "They have negative value, because they take review time away from the team," Kelley said.

Zig has put its foot down: No AI code allowed.

The open-source programming language is maintained by a 501(c)(3) and a network of contributors. Any programmer can submit code to its repository — so long as they follow a code of conduct.

One of Zig's rules bans the submission of AI-assisted code. The policy is clear: They will accept no LLM-generated content, nothing paraphrased from an LLM, and nothing edited, brainstormed, or debugged by an LLM. In short: Keep AI out of it.

On the JetBrains podcast, Zig President Andrew Kelley called AI-assisted contributions "invariably garbage."

"People are sending us contributions that have no value whatsoever," Kelley said. "They have negative value, because they take review time away from the team."

Code contributions are reviewed by a handful of core team members. That's the "bottleneck," as Kelley puts it: There are more pull requests than reviewers. At the time of the recording, Kelley said that Zig had 200 open pull requests.

Those AI-generated "slop contributions" slow the whole team down even more, Kelley said. "We've wasted everybody's time."

While Zig is relatively small, it's had an outsize impact. The language was used to create Bun, for instance, which was later acquired by Anthropic. The AI ban later stirred drama between Bun and Zig.

AI-assisted code has ripped through Silicon Valley, thanks to tools like Claude Code and OpenAI's Codex. Some use AI to edit or modify their code; others use it to draft it entirely. Big Tech companies have projected lofty goals for the percentage of code that should be — and already is — written with AI.

Zig doesn't have a mandate to be maximally efficient like these public companies. Instead, "mentorship" is part of its core mission, Kelley said, making AI contributions counterproductive.

"We're all trying to get better at programming," Kelley said. "People who are sending AI pull requests, those people are not helping this goal."

These AI coders are "drive-by contributors," those who may submit a pull request or two, but will never join the core team, Kelley said.

The AI ban is also simpler. Kelley said that if he tried to say only "good" AI pull requests would be accepted, the reviewers would have to judge each one.

"If I say none whatsoever, then it's a very easy policy to enforce," he said.

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