Karpathy's LLM wiki idea just became a real Mac app!
Tolaria is a Mac app for managing markdown knowledge bases. Your notes are plain markdown files stored in a git repository. No cloud, no subscriptions, completely offline.
The core idea: knowledge bases work better when they're just files. Plain markdown files that you own, stored in git, editable with any tool. Tolaria gives you a polished interface on top, but your data never gets locked in.
Use cases: second brains, personal knowledge management, company documentation as AI context, OpenClaw and assistant memory storage.
Every vault is a git repository. Full version history, sync via any git remote, complete independence from Tolaria servers. You can clone, push, pull, branch with standard git workflows.
Key Features:
• 📑 Files-first: Your notes are plain markdown files. Portable, work with any editor, no export needed.
• 🔌 Git-first: Every vault is a git repository. Full version history, any git remote, zero dependency on Tolaria servers.
• 🛜 Offline-first: No accounts, no subscriptions, no cloud. Your vault works completely offline.
• 📋 Standards-based: Markdown with YAML frontmatter. No proprietary formats.
• 🔍 Types as lenses, not schemas: Types are navigation aids, not enforcement. No required fields, no validation.
• 🪄 AI-friendly: Works well with AI agents but you can use any tool. Supports Claude Code, Codex CLI, Gemini CLI.
It's 100% Open Source
I've shared the link in the replies!
【正片】李想×罗永浩!李想的理想:通过 AI 技术,让普通人也过上富豪的生活
今天请到的嘉宾是理想汽车的创始人——李想,我们“十字路口”开播的第一期嘉宾就是他。时隔两百多天,他完成了汽车公司转型走向 AI 和具身智能公司的阶段性工作,并带来了全新的智能产品:理想新一代的旗舰 SUV —— L9 Livis...
This episode features an interview with Yao Shunyu @ShunyuYao14 , Research Scientist at Google DeepMind. Yao has held research scientist roles at both Anthropic and Google DeepMind, contributing to the development of key models including Claude 3.7, 4.5, and Gemini 3.
Yao Shunyu is not your typical nerd. Every now and then, he’ll catch you off guard with a flash of irreverence.
“None of the old guard are your relatives — so if you think someone’s being dumb, they’re just being dumb. Say it. No big deal.” (laughs)
“Everyone’s a surfer now, but what really matters is the wave — not the person riding it.”
“AI doesn’t actually require that much brainpower — I mean it genuinely doesn’t — most of this is work any undergrad could do. The most important quality in this industry is reliability: being meticulous, and taking responsibility for what you put out.”
“You don’t need to worry too much about ruffling feathers with your opinions. As long as your views are internally consistent — not just taking random shots at people, but grounded in your own genuine understanding — there are objective standards for how you’re doing in this field. People will respect you for it.”
Let us have a little fun with this one! 😄
https://t.co/q8AbJKA4Mx