reddit · SideProject · 09-11 17:50 40 分 ← 返回列表

[For Sale] AI agent team that fixes bugs & ships features end-to-end, with real proof it works — not another code generator

Most AI coding tools just generate a patch and hope it's right. You still have to read the code, run it yourself, and figure out if it actually fixed the bug. I built something different. It's a small team of AI agents that handles a bug or feature request the way a real engineering team would: plan it, build it, test it, prove it works, then ship it. And it produces real proof along the way, not just code. This isn't a totally new idea. Stripe has an internal system called Minions that m

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需求真实度

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新鲜度

AI 分析

痛点：现有 AI 编码工具只生成补丁，开发者仍要自己读代码、跑一遍才知道 bug 是否真的修好，且对没有测试覆盖的代码库基本无能为力。

目标用户：缺少测试覆盖的中小研发团队、独立开发者，以及希望把修 bug/交付功能流程自动化的工程负责人。

证据：Most AI coding tools just generate a patch and hope it's right. You still have to read the code, run it yourself, and figure out if it actually fixed the bug. …… Mine doesn't assume you have a big test suite. Instead, it actually opens a real browser, reproduces the bug to prove it's real, applies the fix, then reproduces the same test again to prove the bug is gone. It takes before/after screenshots as evidence.

变现：按席位/项目的月订阅（SaaS），或按“成功修复并验证的 bug 数”计费；对团队提供私有化部署与 CI 集成增值包。

MVP：两周版：做一个 CLI/CI 插件，输入 bug 描述 + 可访问的预览环境 URL，自动用 Playwright 复现并截图 → 调用 LLM 改代码 → 重跑同一脚本 → 输出 before/after 对比报告和 diff，失败超过 N 次就转人工。先只支持单一技术栈（如 Node/React）。

竞品：OpenHands、Google Jules、Stripe Minions (internal)、Devin、Cursor、GitHub Copilot coding agent

摘要：作者在 r/SideProject 发布（并挂出“For Sale”）一个 AI agent 团队产品，能端到端规划、修复、验证 bug 与功能，核心差异是用真实浏览器复现 bug 并截图作为修复前后证据，因此不依赖项目已有测试覆盖。他自认并非全新点子，点名 Stripe 内部 Minions（每周合并 1000+ PR）、Google Jules 以及免费开源的 OpenHands 为竞品。帖子未给出任何定价、收入或用户付费数据，属于自卖式宣传，需求真实性仅由竞品存在间接支撑。