Been sitting on this for a few weeks and figured it's time to show you. 👀 Over the last month, three companies have reached out asking the same thing. How do we hire people from Clief Notes. They've seen what folks here are building with ICM and they want that on their teams. Not LinkedIn AI experts. Not Coursera grads. People who can actually ship. So we're building it. 🛠️ talent.eduba.io Heads up, that's a demo. No real backend, no signups, no live data. Click around and you'll see what the full thing is going to be. A private platform where you list yourself with a real portfolio, companies browse, and they request an intro through us. We make the intro. You take it from there. Few things worth knowing. 🔍 Every profile gets reviewed by the Eduba team before it goes live. The quality bar is the whole point. 🔒 Companies don't see your last name, your employer, or your contact info until we make a formal intro. You can block your current employer too, plus five more companies if you want. Nobody you don't want seeing you sees you. You can list as actively looking, open to offers, or not looking. Passive welcome. Honestly most of the strongest people we've trained are employed and plan to stay that way until the right thing shows up. That's fine. Sit on the platform, see what comes through. 💰 When a placement happens you get a $500 to $1,000 bonus after 90 days in the role. On top of whatever you negotiate. We pay you for staying. This is why the community matters. Companies aren't asking us for resumes. They're asking us for the people who already get it. ICM, agent architecture, knowing when not to use AI. That's not on a LinkedIn profile. Go click around. Tell me what's missing, what's confusing, what you want to see when the real thing ships. We're already building it. 🚀

I was today years old when I realized I did not have some of the most important files that you need in the folder structure that Jake teaches. During today's video call with the VIP group, he went on a deep-dive rabbit trail about the ICM folder methodology that he teaches in his foundations course (free). As he was discussing it, I went to check what my root folder looked like and I did not have a Claude.md or context.md file!!! My productivity skyrocketed ever since I implemented his folder strategy over a month ago, but little did I know that I hadn't even implemented it correctly. 🤯 🤯 🤯 This goes to show that massive action beats over planning every time!

I was sharing our community with our senior developer/director and telling him that what we’re doing here is going to change how we structure things in the company and create better results using Claude Code. I’m currently part of the lead team developing the company’s AI assistant model with multiple structured agents and layered analysis systems designed to support precise sales and marketing execution. I told him that I couldn’t really afford an enterprise-level account for Claude, so I haven’t been able to fully test everything I’ve been learning here as a VIP member. He spoke with the higher-ups and secured a 5-seat plan for me so I can continue applying what I’ve been learning, help the business grow in the future, and train the team using @Jake Van Clief notes...

EDUBA @Kay K has had the challenging task to redesigning my Company website to fit the folder and Unix theme. It may seem odd at first but as you scroll down through the site you will see the influence of traditional and fundamental structures, the simplicity of it is what I love. Figured I would share this here and share his hard work as I love the idea of making a website folder based, because as you know, I love my folders. EDUBA

Okay don't judge me on the title. It's actually what'll help you save up to 75% tokens while your using any Cloud LLM model. So as you can see in the screenshot below, there's this dev that made claude speak in "caveman" terms. Turns out that saves tons of credits for you. Tbh the more AI evolves, the more dumb and easier ways to save tokens arise, maybe soon enough the em dashes and 50 line answers would be eradicated by default? Anyways, here's the link to the post if you'd like to snoop around there: https://www.reddit.com/r/ClaudeAI/comments/1sble09/taught_claude_to_talk_like_a_caveman_to_use_75/