teleo-codex/inbox/archive/2026-04-04-karpathy-idea-files-llm-era.md
m3taversal 00119feb9e leo: archive 19 tweet sources on AI agents, memory, and harnesses
- What: Source archives for tweets by Karpathy, Teknium, Emollick, Gauri Gupta,
  Alex Prompter, Jerry Liu, Sarah Wooders, and others on LLM knowledge bases,
  agent harnesses, self-improving systems, and memory architecture
- Why: Persisting raw source material for pipeline extraction. 4 sources already
  processed by Rio's batch (karpathy-gist, kevin-gu, mintlify, hyunjin-kim)
  were excluded as duplicates.
- Status: all unprocessed, ready for overnight extraction pipeline

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-04-05 19:50:34 +01:00

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Markdown

---
type: source
title: "Idea Files for the LLM Era"
author: "Andrej Karpathy (@karpathy)"
url: "https://x.com/karpathy/status/2040470801506541998"
date: 2026-04-04
domain: ai-alignment
format: tweet
status: unprocessed
tags: [llm, agents, idea-file, knowledge-sharing, karpathy]
---
## Content
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 other person's agent customizes & builds it.
21,135 likes, 761 replies. Links to GitHub Gist "llm-wiki".
## Key Points
- In the LLM agent era, sharing ideas is more valuable than sharing specific code
- "Idea files" allow others' agents to customize and build implementations
- Follow-up to the viral LLM Knowledge Bases post
- Links to a GitHub Gist called "llm-wiki" as an example idea file