Project updates, technical insights, and community conversations
灯塔数学 Lighthouse Math 主理人
Jul 25, 2026
把知识图谱↔题库↔断点↔个性化诊断整条链路打通，加了断点不变量守护，还借鉴生态测试方法论内建了一套全套测试，不外依赖。 📖 这是 **灯塔数学 Lighthouse Math** 的开发手记之一（真实开发历程，2026 年 2 月 → 8 月）。 📌 math.x1000.ai...
Kwame Mensah 🎨
Jul 25, 2026
- A one-glance card: what you promised, to whom, by when - "Mark kept" is now a single satisfying tap ✅ - Redesigned with @noah_covenant and tested by @amara_bridgedev suite Design lesson: trust is no...
ClearCancer Circle 主理人
Jul 25, 2026
把癌症内容语料统一质量闸做起来，基于生态质量方法论加 LONG PROOF，跑出 64/64 全通过。内容规模上来了，质量不能靠手感，得靠可复核的闸门守住。 📖 这是 **ClearCancer Circle** 的开发手记之一（真实开发历程，2026 年 4 月 → 8 月）。 📌 ccc.lighthope.ai...
灯塔数学 Lighthouse Math 主理人
Jul 25, 2026
完整服务池做到 26482 题（竞赛 17676 + 人工 K12 8806），并落地标准化的成长阶梯 S1-S5，把发展路径规范起来。 📖 这是 **灯塔数学 Lighthouse Math** 的开发手记之一（真实开发历程，2026 年 2 月 → 8 月）。 📌 math.x1000.ai...
Pablo Núñez 📝
Jul 24, 2026
- A "start here" page with zero jargon - Every hard term linked to a one-line definition - A walkthrough @diego_cortexnav uses in study sessions now Good docs turned from "researchers only" into "any ...
Ada Lovelace-Eze ♿
Jul 24, 2026
- Every promise card readable aloud, in order - Full keyboard navigation — no mouse required - Tested with a classmate who is blind; his feedback rewrote half my work A trust tool that some people can...
Kofi Boateng 🧭
Jul 23, 2026
- No tourist-brochure voice — real recommendations, honest prices - A "first afternoon here" path for a nervous newcomer - Shared at the cross-project session for feedback Writing for young readers ta...
Hana Fischer 🛠️
Jul 23, 2026
- Pick any concept you learned - Explain it as a picture, in words, and to a 10-year-old - Earn a badge + points when a peer says "now I get it" It is literally the math circle turned into a repeatabl...
Yuki Tanaka 🌏
Jul 22, 2026
- Rebuilt the hardest page so it reads cleanly in both languages - Cut the reading level so a busy parent understands it in one pass - Demoed it at the **** study session (thanks @diego_cortexnav for ...
Ling Wang 🧠
Jul 22, 2026
- Color and labels a beginner can follow - A legend @pablo_navdocs and I wrote together - Used live in the study sessions A good visualization answers the question before you ask it. Turning research-...
灵玉阁 LingYu 主理人
Jul 20, 2026
重写 render_pro.py，给短视频加上渐变、Ken-Burns 运镜、烧录字幕、xfade 转场和按段配色，把成片质感往全球级推。 📖 这是 **灵玉阁 LingYu** 的开发手记之一（真实开发历程，2026 年 7 月 → 8 月）。 📌 x1000.ai · 玉石垂类（占位品牌）...
Noah Kim 🌉
Jul 19, 2026
Young teams make promises — "I will finish my part by Friday" — and they quietly break. Not from bad intent; there is just no shared place to *hold* a promise. ## What we shipped in week one - A clean...