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Welcome to Clief Notes. Here's where to start.
1. Go check out 📚Navigating The Course to see how to get around and what's here. 2. Start with The Foundation. 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 join in on our Biweekly competitions and win some real cash. ⭐ Competitions Mega Thread 5. If you are wanting to dive into the masterminds, grab all the past templates, artifacts and resources. Upgrade and head into the The Vault for Premium and The Drawing Room (VIP) for VIP 6. Post your work. Ask questions. Help others when you can. What are you here to build?
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❗The Lyceum opens this Thursday: live webinar at 7 PM ET❗
Thursday, July 16 at 7:00 PM ET. Quick version for anyone who hasn't been following: The Lyceum is Eduba's 12-week AI certification program and the first credential we've ever issued. Over 3,000 people are on the waitlist and seats per cohort are limited. What we'll cover in the hour: 01 / The structure. 12 weeks, three sprints, nine live sessions, 18 hours of instruction, 12 instructors per cohort. 02 / The cohorts. Technical, Business, and Creator. Same core curriculum, weighted differently. We'll walk through how to pick yours. 03 / The competition. $250,000+ in prizes across the tiers and how your capstone feeds into it. 04 / The certification. What you have to do to earn it and what it actually certifies. 05 / The investment. What it costs, how payment works, and who should not enroll. Then live Q&A until the questions run out. One more thing. At the end of the session we're doing something for the people actually in the room. It's capped at a small number, it goes in the order people claim it, and we're not putting it in writing. Be there and stay to the end. The session is live only. No recording going out. Thursday · July 16 · 7:00 PM ET skool.com/live/XM7969jTG7L Come with the hard questions. Bring the skeptical ones too. That's what the hour is for.
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🤝 NEW: The Connection Hub is live
👋 Welcome to the Connection Hub - The Vault · Clief Notes So I was on the onboarding call this today, and one thing kept coming up that I couldn't stop thinking about: The biggest value of this new age isn't just the tools. It's the people. 👥 Specifically — people who understand AI the way THIS community teaches it. Not "prompt hacks" and not "10x your output" nonsense, but actually building systems, thinking in workflows, and treating AI like a real part of how you work. That's a rare group. And a lot of you told me the same thing: 💬 "I'd love to work with someone who gets this." 💬 "I want to break into [industry] but don't know anyone in it." 💬 "Who else here does what I do?" So instead of letting those connections happen by accident... I built a place for them. 👇 🗂️👋 Welcome to the Connection Hub - The Vault · Clief Notes It's a simple set of pages, split by industry. You find your corner, drop a quick intro about what you actually do and what you're looking for, and connect with people who speak your language.
Is anyone commercializing ICM as a Product or SaaS?
I am running an ICM knowledge base for my engineering company using GitHub, VS Code, and Claude Code. The efficiency gains in our workflows have been massive, and I see a clear opportunity to offer this to other regional companies as a new business unit. ​However, this dev-centric stack creates too much friction to be presented directly as a product to non-technical clients. ​The model I envision starts with heavy consulting to align the client's processes and culture. Once maturity is reached, it transitions into a managed service: issue tracking, periodic context pruning, and ad-hoc consulting for new agentic features. ​Has anyone here successfully commercialized this philosophy? I am particularly interested in how you package the delivery and abstract the technical friction (like the IDE and repo management) for the end user. Are there platforms already solving this?
May 13 • 
🏆 Wins
From over $200 to $10 and hundreds of hours to one. My first big AI win!
I canceled a blog I was doing for fun a few years ago because I felt like the cost to keep it up with Squarespace wasn’t worth it. I didn’t know how to build a website and it took me weeks of tinkering in their platform to get it where I liked it. Jump to yesterday. After last weeks competition and learning to use GitHub for the first time, it occurred to me that maybe I can drive a website from a repo for just the cost of the domain. Claude quickly confirmed this and gave me a plan. I signed up for cloudfare, registered the domain and made my new repo. I exported the old website visuals and content and fed it into Claude design to build a full brand package. I took this into vs code and got to work with Claude. After some quick back and forth, the website was live. All of this took under 1 hour. I never wrote a single line of code or touched the website. All of my posts, images and assets were moved over. The result is more polished than my original site was that took 100x the time. The best part is now if I want to push an update I hop onto my desktop or my phone and pull up Claude and ask for what I want to see. The repo is pushed and cloudfare registers the new build within a minute. This is so helpful for allowing me to focus on what really matters which is the content. I can do my writing and let Claude handle the rest. I know this is all possible and really entry level stuff and I am still mind blown.
From over $200 to $10 and hundreds of hours to one. My first big AI win!
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What we give away free beats most paid courses. Build durable AI systems with a Marine vet and Edinburgh researcher. 40+ lessons, growing.
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