Karpathy posted his "LLM knowledge base" setup and 100k+ people saved it. Almost nobody built it. So I built a simpler, local version in Claude Cowork that files your notes, answers from your own stuff, and once a month audits and cleans itself. No code, no Obsidian, no database. - Three folders, one file. raw (your messy inbox), wiki (AI writes it, you never touch it), outputs (answers + reports), plus a CLAUDE.md rulebook that makes Claude your librarian. - One prompt builds the wiki. Claude reads everything in raw, finds the topics, writes a plain-English page each, links them, and indexes it. No RAG needed at this size. - Answers cite sources and save themselves. Ask a question, it pulls the exact pages, tells you which it used, and files the answer in outputs so the brain compounds. - The monthly check-up is the point. It hunts contradictions, unsourced claims, and gaps, web-searches to fact-check, and shows a report before changing anything. Save it as a Skill, put it on a timer, done. 📎 Full Second Brain guide PDF pinned below — every prompt, the exact CLAUDE.md rules, and the monthly audit skill. This is the kind of build we run inside The AI Accelerator (free, 19k+ members). Come grab the prompts and share your setup. 👉 What would you point your second brain at first — AI, your clients, or something else? [Watch the video here ▶️]

The clock ran out, the board is locked, and we've got our champion. 🔥 👑 Congratulations to Nishit Rathod — finishing #1 with a massive +57 and locking in FREE Lifetime AIA+ Membership. That's full access to AI Accelerator+ for life. No fees, ever. You're in for good, Nishit. You earned every bit of it. 🙌 And here's what made it real — Nishit didn't win by luck. He showed up, shared, and helped. Day after day. That's the whole game. Massive shout-out to everyone who battled for the top spots this month: 🥈 Surya Banthia — +33 🥉 Andrea Lopez — +20 4️⃣ Asad Patel — +17 5️⃣ Abhinav Jaiswal — +14 Every one of you moved the community forward — and we're rolling out rewards for #2 and #3 soon, so that effort is about to pay off even more. 👀 Here's the takeaway for everyone watching: the leaderboard resets, but the habits don't. The people at the top aren't doing anything you can't do. They just keep showing up. 🔄 New month, new board, new shot. The race starts NOW. Drop a 🎉 to congratulate Nishit — and a 🚀 if you're going for #1 this month. Let's go. 💪

Before this dropped, I had basically given up on Claude. 4.7 was so frustrating I'd moved most of my coding to GPT-5.5. Opus 4.8 pulled me right back in. I spent the last few days doing nothing but testing it side-by-side with 4.7 on real builds — here's the honest read. The frame nobody is connecting: - 4.7 dropped April 16. 4.8 dropped 42 days later — fastest Anthropic has ever turned a model around - The reason: they had a compute crisis. Anthropic grew 80x this year (planned for 10x). CEO confirmed it on record - The fix: a $1.25B/month deal with xAI for 220k+ GPUs. The same week the deal landed, Anthropic doubled limits in Claude Code - And the kicker — the price didn't move. 4.8 still $5/$25 per M tokens. Fast mode 3x cheaper What's actually different from 4.7: - The second-guessing loops are gone. 4.7 would talk itself out of the right answer and back into it while you watched tokens drain. 4.8 commits - Long-running tasks finally work. 4.7 drifted, redid old decisions, asked "should I keep going?" every few minutes. 4.8 holds the thread. You can leave it alone on a big job - /goal, dynamic workflows, ultracode — Anthropic shipped the long-run tooling alongside it. The model + the tools finally pull in the same direction Two real tests in the video (built same prompt on both): - Solar system simulator — 4.7 built a working orbit demo. 4.8 added click-a-planet stats, fly-through, and land-on-surface modes. Same prompt - 2001 + 2026 encyclopedia — 4.7 built two good versions. 4.8 tied them together with a single idea: "a clickable link was born blue in 1991 and we kept the blue" Where GPT-5.5 still wins: Terminal-Bench (78 vs 74). Anyone telling you 4.8 sweeps the board is lying. But on Agentic coding it's 69 vs 58 — and it's the strongest model Anthropic has ever shipped on computer use. My verdict: if you gave up on Claude over the last 6 weeks, this is the one to come back for. It's what 4.7 should have been the whole time. Feels like 4.6 with the rough edges smoothed off.

Two job postings I found pay up to $500K and $240K a year — and they both want the SAME skill: building AI agents. 90% of developers don't have it yet. Watch the video here:https://www.instagram.com/reel/DZOPDR5AYbG/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA== The good news? You can learn it for free, even with zero AI background. Go through these in order: 1️⃣ Hugging Face — Agents Course 🔗 https://huggingface.co/learn/agents-course Fully structured, beginner-friendly. Takes you from absolute zero to building multi-agent systems. You finish with a FREE certificate you can put straight on your LinkedIn. → Start here to build your foundation. 2️⃣ Google — ADK (Agent Development Kit) Crash Course 🔗 https://google.github.io/adk-docs/ Teaches you to build agents on Google's own framework. Because Google built it, companies are about to adopt it everywhere — learning it now puts you ahead of the curve. → Do this second to learn a production framework. 3️⃣ LangChain Academy — Deep Agents 🔗 https://academy.langchain.com/ Covers LangGraph and the Claude Agent SDK — the exact tools those high-paying job postings are asking for. Tons of companies already run this in production. → Finish here to learn what employers want right now. 📌 The Order That Works: Foundation (Hugging Face) → Framework (Google ADK) → Production Tools (LangChain). Do all three and you'll go from zero to genuinely employable in one of the most in-demand skills on the market. Of course, join our AI Accelerator+ to learn more beyond that :) Drop a 🔥 if you're going to start this week.

Grand rising, Accelerator family 🤓💜 Today I move fast, think smart, and execute with precision. Momentum is my superpower. Consistency is my edge. I accelerate toward my goals with clarity and unstoppable energy 💪🏼