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High Tea is happening in 9 days
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Welcome to Clief Notes. Here's where to start.
1. Watch the intro video and introduce yourself in the intro post here 2. Start with The Foundation (free course). Concepts, folder architecture, prompting framework. Everything else builds on this. 3. Check in at the bottom of each lesson. Polls, discussion posts, other members working through the same stuff. Use them. 4. When you're ready to build real things, move to Implementation Playbooks (Level 2). When you're ready to build your own tools, Building Your Stack (Level 3). 5. Post your work. Ask questions. Help others when you can. What are you here to build?
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🚨 You've been asking when the Lyceum opens. The waitlist is live. 🚨
The waitlist is up and seats are limited, so this is your nudge to go lock yours in. 👇 New here? Quick context. 👀 The Lyceum is Jake's live cohort program built on ICM, the methodology 35,000 people in this community are already using to get real results with AI. The short version: folders over agents. You learn the layer underneath the tools, the one that keeps working when the next model drops. Full breakdown is on the site. Here's what's inside: 🎯 Three cohorts, Technical, Business, and Creator. Same methodology, built around what you actually do. 🎥 Live sessions with Jake and a full team of instructors. ♾️ Lifetime recordings, written curriculum, and a private cohort Discord. 📜 An Eduba ICM certification you can put on your resume. And a guarantee no course makes: ✅ You leave with a working product, or the team finishes it with you. ⏳ Seats are limited and this community moves fast, so the math is not in your favor if you wait. 💡 Pricing and start dates aren't public yet. The waitlist sees them first, gives feedback on timing, and gets in before the program opens. Everything you want to know is on the page. If you already know this is for you, get on it. 🔥 👉 https://lyceum.eduba.io
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Multi-agent memory management with... folders and files
Open sourced a memory management plugin for Claude Code (and Cowork) a little while back. @David Vogel asked for the architectural specifics, so I'm happy to oblige. Some interesting observations and findings in it, but I could really use a researcher's endorsement for publication on arxiv.org under CS.AI. Referrals are deeply appreciated. https://nominex.org/research/what-we-found-building-poor-mans-multi-agent-memory.html Full disclosure: while I said "multi-agent" the reality of it is that the orchestration layer predominantly runs as a single agent roleplaying different agents depending on the folder it's running in. This is the main lesson @Jake Van Clief means when he speaks of folders. Being the over-engineer that I am, sometimes I am tempted to run tasks with multiple agents running in the background. PMM makes it quite context-window efficient (so I don't burn as many tokens or run into message limits on Claude Code).
Multi-agent memory management with... folders and files
🏁 Foundations 2.7 Check-In
This one traces AI auditing instruments back to places most people don't expect. Vote below, then tell us in the comments: what surprised you most about where these tools came from?
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Clief Notes
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Jake Van Clief, giving you the Cliff notes on the new AI age.
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