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I've been trying to use AI for knowledge work (course planning). Here's what seems to work so far: 1. Give each 'deliverable' a Karpathy-style LLM-wiki (for me, a deliverable is a course, or a talk. A sizeable piece of work, more than 1 day's labour) 2. Split the deliverable i…↗

The context gold rush: Why everyone is building the same thing. You either die building product or live long enough to do context management. Whether you call it a context graph, company brain, or LLM wiki, it seems that many start-ups and larger companies alike are building the…↗

LLM Wiki's Don't Work You read the Karpathy post. Everyone is talking about LLM Wikis. You want one too. You open Obsidian, run an LLM against your docs, and start pulling company context into one place: strategy docs, meeting notes, sales calls, product decisions, customer thr…↗

We built an app called Hatch It enables Karpathy's entire LLM Knowledge Base workflow out of the box, in 2 or 3 clicks, in a single interface. No need to stitch together Obsidian + plugins + markdown files + custom tools + etc. Hatch is an AI workspace where files, docs, and c…↗

Wow, this tweet went very viral! I wanted share a possibly slightly improved version of the tweet in an "idea file". The idea of the idea file is that in this era of LLM agents, there is less of a point/need of sharing the specific code/app, you just share the idea, then the oth…↗

·@karpathy·Apr 4, 2026·workflow·gist-format·idea-file·llm-agent·llm-wiki