Talks, tutorials, essays, and open-source projects by Andrej Karpathy himself, plus high-quality third-party walkthroughs of his work. Distinct from Karpathy Pattern, which catalogs community implementations of his LLM-maintained-wiki idea.
Karpathy’s signal carries unusually well across the AI tooling stack — he coined “Software 2.0,” “vibe coding,” and now “agentic engineering”; he authored the original LLM-wiki design pattern this vault is built on; and he ships open-source projects (micro GPT, AutoResearch, MenuGen, etc.) that practitioners across the wiki’s other topics actively reference.
Articles in this topic should be primary-source: a talk, an essay, an open-source project README, or a careful third-party tutorial that demonstrates one of Karpathy’s tools end-to-end.
Recent news
[Reddit signal — r/ClaudeAI 2026-05-19] Source: raw/reddit-1thpuf1.md (731 score / 44 comments, OP SemanticThreader, NOT-about-coding flair). Karpathy joins Anthropic — confirmed by primary sources 2026-05-20. Initial r/ClaudeAI community signal corroborated by The Neuron newsletter (raw/newsletter-ai-news-and-updates-045615fb42.md, May 20 2026), Karpathy’s own X post (@karpathy 2026-05-19), and TechCrunch / CNBC / Axios / Gizmodo / Street Insider reporting. Concrete details: Karpathy starts at Anthropic this week working on pre-training under team lead Nick Joseph. He helps launch a new team focused on using Claude itself to accelerate pretraining research — Anthropic’s bet that AI-assisted research, not raw compute, is the lever to stay competitive with OpenAI and Google. From Karpathy’s own post: “I’ve joined Anthropic. I think the next few years at the frontier of LLMs will be especially formative. I am very excited to join the team here and get back to R&D. I remain deeply passionate about education and plan to resume my work on it in time.” He left OpenAI a second time in 2024 to start Eureka Labs (education-focused). Adjacent Anthropic hires the same week: Chris Rohlf (former Meta security, 20+ years cybersecurity) to the frontier red team; Ross Nordeen (xAI founding member, ex-Tesla) earlier in May. This is a meaningful directional signal for both the agentic engineering thesis cluster and the wiki’s broader Claude AI coverage — the author of the LLM-wiki pattern this vault implements now sits inside the company shipping the runtime it relies on, specifically on the team building the model the runtime calls.
Articles
- How I Use LLMs — Andrej Karpathy (practical walkthrough) — His ~2h11m general-audience tutorial on how he actually uses LLMs day to day: the zip-file mental model, intentional model-tier choice + the “LLM council,” search / Deep Research, the code interpreter, disposable artifacts, file uploads, voice (SuperWhisper), and multimodal. Clear delegation + fast verification is the load-bearing human skill.
- From Vibe Coding to Agentic Engineering — Sequoia AI Ascent (Stephanie Zhan)
- AutoResearch — Self-Improving Coding-Agent Loop (Thu Vu walkthrough)
Adjacent coverage in other topics
- Karpathy Pattern — community implementations of the LLM-wiki pattern (e.g., joshpocock/stride-claude-code-llm-knowledge-base).
- Stitch DESIGN.md — DESIGN.md format pattern that rhymes with Karpathy’s “copy-paste-to-agent skill” framing.
- 2026 Claude Code AIOS Pattern — Karpathy’s LLM-wiki pattern is documented as the convergent knowledge-layer endorsement across three Claude Code practitioners.
- Nate Herk’s AIS-OS — explicitly endorses Karpathy’s LLM-wiki pattern this vault implements.