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High Tea is happening in 10 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
You can’t script jazz, but you can teach the chord changes
I'm having trouble with something and wonder if this resonates with anyone else… A big part of applying ICM is identifying processes/workflows that can be automated somehow, right? You need to make work visible to transform it. I believe that, I tell people that. But I struggle to apply that to my own work and I'm wondering if it's because my work is largely emergent or if I'm full of shit. I don't really have repeatable tasks. I design AI coaching systems, learning tools, games, decision-support bots—different domains, different outputs each time. I have a method… but not a process I feel like I can document in a useful way. I rely on judgment and taste that's informed by years of experience more than articulated principles and criteria I could bake into an ICM workspace. So when I hear "productionize your opinion" - I struggle to act on that. I feel like my effectiveness comes from adaptive pattern-matching in real-time. That makes it hard to define and repeat. Maybe I’m being lazy though. You can't script jazz. But you can teach someone how to listen for the chord changes. Turns out I'm not full of shit, the work IS harder to document. But that doesn't mean I get a pass. Still figuring out what 'teaching the chord changes' looks like for my work. Anyone else struggling with this? How are you making emergent, judgment-heavy work visible enough to transform?
Clients trapped in the Microsoft "Copilot Prison"
I’m running into a massive bottleneck with corporate clients right now. Because they’re handling market-sensitive data, their IT compliance teams have them completely locked down into Microsoft. No external APIs, no Claude—nothing. Ideal world would be building solutions in CC. I’m convinced the only real solution here is building custom tools and agents natively inside their system (Azure OpenAI, Power Platform, Copilot Studio, etc.) rather than trying to pitch external pipelines they'll just reject anyway. Has anyone actually built robust, advanced agent workflows strictly inside an MS-only corporate environment? Curious to know how you handled the architectural constraints, and if it's worth the headache of building inside their sandbox. Let me know what you've found works.
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Jake Van Clief, giving you the Cliff notes on the new AI age.
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