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Codalio从PRD和技术规范生成生产级代码。
@codalioinc · X
The vibe-coding loop: "fix it" × 7, 512K tokens, still not shipped. The Codalio loop: PRD → build → deploy. Need a change? Edit the PRD. +1,900 tokens. Stop paying tokens to discover your own requirements.

在云devbox中监控和控制自主编码代理的平台。
pranav100000 · HN
Aether – Run Claude Code, Codex, or OpenCode in devboxes you can watch

AI驱动的工程团队,规划、构建、测试和发布代码,具有人类监督。
@edgex11lz · X

FizzBee 是 AI 需求工程师,为编程 agent 生成经过验证的规格说明。
jayaprabhakar · HN
I've been building an open source formal methods system (fizzbee.io) for the past few years. Today I'm launching a new app built on the same technology. It performs requirements engineering using formal verification to uncover gaps and produce precise instructions for your coding agents to follow. When given a prompt, it - asks high signal follow-up questions - converts to formal spec and identifies complex requirements gaps - generates validation scenario At the end, it produces a specification document that can be shared with coding agents. In my trials on various projects, it produces working code in fewer iterations. Please give it a try and share your feedback. https://fizzbee.ai/ You can also look at a sample project. https://fizzbee.ai/projects/94bf2869-97a1-445c-8f5d-4445848b...

用阿拉伯语或英语描述应用想法来生成生产级全栈React应用。
@codeskyai · X
Meet CodeSky ☁️ the Arabic-first vibe coding platform. Describe what you want — in Arabic or English — pick an AI model, and get a real running app. Clean code, first-class RTL. Start free → #VibeCoding

Ravel:为开发者提供AI驱动的项目管理,支持GitHub跟踪和冲刺规划。
@Gallagh819 · X


描述功能,AI代理自动生成代码并审查,生成可提交到GitHub的拉取请求。
kellan_strong · Product Hunt
Factory Nexus by TynHub Ai and swarm agents

供多个 AI 编码代理协作的可视化工作台。
austinvhuang · HN
Collaborate.dev – Multiplayer Visual Desktop for Coding Agents

编写编码目标,让 AI 代理分解并执行任务。
dudemanAtl · HN
PlanWright – A control plane for AI coding agents

通过与AI代理交互的挑战来训练算法和编程技能。
u/Death12th · Reddit
Free consumer product, seat-based education product, enterprise assessment product. Same codebase. Is this survivable? Three motions off one core. Students practice free and generate cost, not revenue. Educators pay per seat. Hiring teams are the expensive product and the reason any of it matters. The free tier feeds both paid ones and that's the only thing justifying it. Education is slow, cheap, sticky. Hiring is faster, pricier, and churns the second the role gets filled. Billing got