# AI时代软件工程演变：从Vibe-kanban关闭看规划与评审的核心化

- 来源：swyx 🇸🇬 (@swyx)
- 发布时间：2026-05-03 09:44
- AIHOT 分数：59
- AIHOT 链接：https://aihot.virxact.com/items/cmop46inn0thfsll9b5xgtze6
- 原文链接：https://x.com/swyx/status/2050753293601935777

## AI 摘要

在AIE Europe大会上，@tokengobbler宣布关闭拥有3万月活用户的Vibe-kanban项目并转为开源。项目失败主因是未采用当前主流盈利模式：向企业销售和代币转售。这一案例引发对AI时代软件工程形态的反思。有观点指出，AI正在重塑工作流程，工程师的时间日益集中于“规划”与“评审”两端——即规划工作和审查AI产出。因此，提升这两端的效率成为加速交付的关键。这促使业界重新思考敏捷开发等方法是否适应AI原生团队的新工作形态。

## 正文

Much respect to @tokengobbler who shutdown Vibe-kanban live onstage at AIE Europe - still with 30，000 MAU， and still living on as an open source project.

"Everyone who is making money is doing 2 things： selling to enterprise， and reselling tokens. We were doing neither."

surprisingly not the first company to shutter at AIE but there's a lot to learn from the process and the software engineering retrospective from 2021-2025 will stick in my mind！

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