行业72°

Sahil Lavingia称2026年底AI将编写Gumroad全部代码

“It won’t be long until AI will be writing all the code for Helper, Flexile, and Gumroad. My guess i...

精选理由

Gumroad老板说不再招初级程序员,因为AI已经能写他们部分代码了,还预测2026年全包。想看看一线实践怎么用Claude和Devin的?

AI 摘要

Gumroad创始人Sahil Lavingia宣布不再招聘初级和中级软件工程师。他预测到2026年底,AI将为其旗下代码库(Gumroad 2M tokens、Flexile 800K、Helper 500K等)编写全部代码。目前Claude 3.5 Sonnet和o3-mini的200K上下文已能覆盖Iffy(200K tokens)和Shortest(100K tokens)的全部代码。新流程使用Deep Research生成spec,再让Devin编码、QA和自动部署。

原文 · Sahil Lavingia

“It won’t be long until AI will be writing all the code for Helper, Flexile, and Gumroad. My guess i...

“It won’t be long until AI will be writing all the code for Helper, Flexile, and Gumroad. My guess is by the end of 2026.” Sahil Lavingia @shl No longer hiring junior or even mid-level software engineers. Our tokens per codebase: Gumroad: 2M Flexile: 800K Helper: 500K Iffy: 200K Shortest: 100K Both Claude 3.5 Sonnet and o3-mini have context windows of 200K tokens, meaning they can now write 100% of our Iffy and Shortest code if prompted well. It won’t be long until AI will be writing all the code for Helper, Flexile, and Gumroad. My guess is by the end of 2026. Our new process: 1. Sit and chat about what we need to build, doing research with Deep Research as we go. 2. Have AI record everything and turn it into a spec. 3. Clean up the spec, adding any design requirements / other nuances. 4. Have Devin code it up. 5. QA, merge, (auto-)deploy to prod. 🔗 View Quoted Tweet 💬 9 🔄 1 ❤️ 30 👀 5601 📊 9 ⚡