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

969 B

type title author url date domain format status tags
source Idea Files for the LLM Era Andrej Karpathy (@karpathy) https://x.com/karpathy/status/2040470801506541998 2026-04-04 ai-alignment tweet unprocessed
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