Karpathy's autoresearch repo has 42K stars. Most PMs closed the tab thinking it wasn't for them. I pointed it at a Claude Code skill. 41% to 92% in 4 rounds while I slept. 6 use cases, 10 eval templates, and a downloadable toolkit. 🔗 news.aakashg.com/p/autoresearch…

A CEO from one of our portfolio companies shared this with their team. I’m re-sharing it with their permission, because it resonated and reflects what all founders and CEOs should be communicating. -- We are living through a period of compounding change. And in moments like

If you want to become a world-class software engineer, learn these 19 system design case studies: 1 How Stock Exchange Works: ↳ newsletter.systemdesign.one/p/stock-exchan… 2 How Payment System Works: ↳ newsletter.systemdesign.one/p/payment-syst… 3 How YouTube Works: ↳ newsletter.systemdesign.one/p/youtube-syst… 4 How Google Docs

Interesting !!

I don't think you'll be able to find a conversation like this one on the internet. I interviewed Ethan Evans (former Amazon VP) about every possible corporate politics situation I could think of and he told me everything since he's retired. Topics we covered: • Managing

Good stuff ! Great learning

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Middle management existed to pass information up and down the org chain. AI removes this middle management layer and flattens orgs. Great article suggests we only need 3 roles in an org: ICs (builders), DRIs (owners), and player-coaches (builders who lead).

I coached hundreds of candidates into OpenAI, Anthropic, Meta AI, and Google. Now I've put that entire system into Claude Code. 18 skills. Resume tailor. Mock interviews. Negotiation. All automated: 🔗: news.aakashg.com/p/job-search-os

🚨 Karpathy’s new set-up is the ultimate self-improving second brain, and it takes zero manual editing 🤯 It acts as a living AI knowledge base that actually heals itself. Let me break it down. Instead of relying on complex RAG, the LLM pulls raw research directly into an

A Waterloo undergrad just built the first working implementation of Google's most disruptive AI paper. In one week. Memory stocks crashed. Investors got it exactly backwards. TurboQuant compresses the KV cache — the part of an AI model that eats your GPU memory during long

Point your agent to this and thank me later.

Interesting!!

Hanuman Chalisa has never been heard before, Wow!! Mind blowing ‼️‼️ Translating Words, Not the Devotion 🙏🕉️ Where Language Changes, Devotion Remains Invoking Hanuman’s Grace Beyond Language Listen with out fail. 😊

The founder of Postman says you have to kill your existing org chart, especially if you're still operating with a pre ai hierarchy arrangement. The modern org chart, according to Abhinav Asthana: - wide span of control (even within exec team) - work directly with ICs, not through layers -

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Interesting