
A shared canvas for coding agents | Murmell
在共享画布上运行多个编码代理,自动防止文件冲突。
moss_ab_mirande_ney · Product Hunt
Murmell Cloud canvas where your team and AI agents works together
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在共享画布上运行多个编码代理,自动防止文件冲突。
moss_ab_mirande_ney · Product Hunt
Murmell Cloud canvas where your team and AI agents works together

对比不同Agent Harness策略的成本,基于缓存和上下文计费。
taosx · HN
I created a simulation for coding harnesses based on my own pi sessions. When taking into account all factors, DS-v4-Pro is cheaper than gpt-5.6-luna due to caching. Look at the bill segments difference for cache read cost and uncached cost between deepseek and the other models. At this point is cheaper to use ds-v4-pro than the luna models from openai. ignore the numbers except the classic and keep in mind that classic is based on pi with the only change limiting tool output to 10kb https://har

用AI代理练习算法编程,构建和测试代码,训练软件开发技能。
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

Jiki 通过编码游戏和挑战学习编程基础,适合 LLM 时代
@RahimNathwani · X
Not a direct answer but the guys at Exercism (non-profit that publishes really good and free programming language self-study courses) recently launched a separate site to teach junior programmers both vibe coding and software engineering fundamentals.

描述你想要构建的代码,AIHEYcoder 在浏览器中实时生成。
@AIHEYcoder · X
Take it/try it/rimix it made by latest @deepseek_ai Find anything in : #vibecoding #nocode #ai #claude #lovable #chatgpt #deepseek

与AI面试教练练习面试,获得专业级反馈。
Aldasams · HN
Show HN: AI Interview Coach – practice with honest hiring-manager-grade feedback

AI驱动的编码实验室,支持25+种语言编写、运行、调试和理解代码。
@ajkbossp · X
Check out what I just built with Lovable!

获取 AI 研究的面试准备报告,包含特定公司的问题和证据。
@sayandedotcom · X

Practice Salesforce interviews with AI. Mock interviews for Admin, Consultant, Developer & more. Role-specific feedback, career tracks, scenario drills, and readiness scoring. Prep
@techprofits · X

Surmado 自动代码审查工具,按照团队规范检查 GitHub PR。
u/surmado_rachel · Reddit
We built a cheaper code review tool for small teams We've been working on a code review tool for small teams, solo founders, and vibe coders who want a second set of eyes on every PR without paying Claude-level prices. The idea is simple: Surmado's Scout reviews your PRs against your own standards, not random generic lint rules. You add a STANDARDS.MD file, and on every push Scout gives you: What looks good/What needs work/A short reviewer brief so a human knows where to focus/Feedback

