
DevCompass | Paths That Adapt to How You Build
自适应编程学习路径,从第一行代码到完成项目
@audaciousSneha · X
Part 2 of Loop Engineering vs Graph Engineering is out now. A hands-on-challenge on this concept will be available soon on
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自适应编程学习路径,从第一行代码到完成项目
@audaciousSneha · X
Part 2 of Loop Engineering vs Graph Engineering is out now. A hands-on-challenge on this concept will be available soon on

评估知识后生成个性化课程的AI生成器
u/graywolf724 · Reddit
167 users, 202 courses, 1,840 chapters. $0 in revenue, and that's on purpose. https://reddit.com/link/1v94i9o/video/epyh6f5t40gh1/player Built an AI course generator that asks you ~5 adaptive questions to figure out what you actually already know, then builds a course around the gap instead of a generic curriculum. No account needed to try it, and it's still completely free (for now). The numbers so far: 167 people have generated at least one course, 202 courses total, about 1,840 ch

诊断你在技术领域的知识空白,获得个性化AI学习计划。
u/safi1409 · Reddit
I built a learning path builder tool powered by AI — maps your knowledge gaps and builds a focused learning path Hey everyone, sharing a side project I've been working on. The problem: When you're self-learning a technical field, you don't know what you don't know. Most people either follow a generic roadmap or keep consuming content without a clear picture of their actual gaps. I personally have completed multiple courses which reiterate the same thing because I was not sure if I had act

Cascade AI 诊断你的技能差距,生成个性化学习路径。
u/safi1409 · Reddit
Instead of asking "what should I learn next?", I built a tool that diagnoses your actual gaps and tells you One pattern I keep seeing here (and had myself): you're learning a field - say backend development or ML - and at some point you don't know what you don't know. You've done tutorials, watched videos, maybe built some projects. But you can't tell if you actually have real understanding or just surface-level familiarity. I built a free tool called Cascade AI that tries to solve this.

AI驱动的智能学习助手,生成个性化学习材料,让你快速掌握知识。
LearnFlux — AI 驱动的智能学习助手,为你生成个性化学习材料,让你以更少时间掌握更多知识。

Adaptive AI 是免费的AI个性化学习平台,提供动态课程和交互式编码沙箱。
new_user___1852026ab8b0f05013e6851 · Product Hunt
Adaptive AI Free AI-powered personalized learning platform


用AI为任何主题生成个性化课程,含互动教学和练习。
@DevSanghav15604 · X
The Duolingo for everything. Type in a prompt and get a full, personalized course built for you.


Master any skill with one prompt and a structured timeline. Generate interactive, milestone-driven learning roadmaps tailored to your pace in seconds.
@Peteriishak · X

自托管 AI 大学,AI 代理进行教学、测验和认证。
learn_os · HN
LearnOS – Open-source, AI-native Coursera you run locally

通过AI风险测验评估您的工作安全,获取个性化技能建设建议。
@comingupnachos · X
vibe coding, is my job safe V1 goal to show an optimistic future for those who prepare and start upgrading skills, ai won't take your job a human using ai might Not techy just learning