Daily Picks
阮一峰的网络日志
阮一峰的网络日志

科技爱好者周刊(第 411 期):OpenClaw 2.0 是一个缩影

TL;DR

OpenClaw 2.0, with 16,000 PRs merged by AI without human review, exposes the risks of AI-generated code and a trend toward a homogenized software ecosystem.

During Chinese New Year, OpenClaw went viral overnight, and installing lobsters became a paid service. Six months later, it's already forgotten, and the 1.0 version has just become 2.0.

Developers sigh: in the AI era, hype cools faster than you'd think.

Version 2.0: Code merged by AI, no human review

The August release was big enough to be called 2.0. Announcement: 933 contributors, 16,000 pull requests merged.

But the team has only 9 full-time and 26 part-time people. With 500 PRs a day, no human could review them all. The author infers: these PRs were all vetted and merged by AI, without human code review.

OpenClaw automates calls to external tools, so tests can't cover every platform. Who knows how many bugs those 16,000 PRs introduced. The author's advice: never run it on your main machine—use a separate VM or cloud.

Follow the crowd? Software heads to monoculture

This dev pattern epitomizes AI development, and the author suspects future apps won't run locally but in VMs or cloud. SolidJS's founder complains Cursor and Anthropic dumped SolidJS for React—AI made rewriting code so easy managers push migration to mainstream stacks.

Result: except rare outliers, every layer converges on the most popular choice—React for frontends, Rust for systems, Python for scripts. Niche tech withers, diversity vanishes. Where will the next big idea come from?

Read the original →
Share to

You might also read

5 articles worth reading every day

Curated from high-quality sources, with concise summaries and key takeaways.

Daily Picks

5 articles worth reading every day

Curated from high-quality sources, with concise summaries and key takeaways.

All posts from that day2026-09-04 · 16 in total