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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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🚨 New one in the NLP Logix series is live 🚨
Sat down with Katie Bakewell, a data scientist who's been building this since 2011, back when it was still just called "natural language processing" 🧮 She came up through math (DNA computing, time series on commodities) and thinks about problems like proofs, not recipes. What we get into: 🪨 The Indiana Jones "build me a chatbot" boulder she ran from in 2023 🚨 The 7 neural nets that "found" a signal that was completely fake 🏎️ A $5M Pagani vs a $100 Toyota, and why "best" is a trap 🤖 The first chatbot was built in 1966 (ELIZA)... these aren't new ideas 🐬 Meta's SAM3 turning hours of labeling dolphin fins into a single prompt 🧠 Why half the companies asking for AI are solving the wrong problem ▶️ Go watch 💬 Then drop a comment: What surprised you most, or what would you have asked her? Happy learning 🙌
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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.
I built my first product with Claude this week.
I've been playing around with Claude for a while, optimising workflows, supercharging a recent discovery sprint. But this week I actually shipped something. A simple idea capture tool for Mac. I used to use Things 3, and whilst the app structure never quite worked for me, I loved the quick capture feature. Keyboard shortcut, text input, thought saved. I've tried everything since: Apple Shortcuts to Reminders, Quick Notes, third-party apps. Nothing matched how I actually work. So I built my own. It's written in Swift, a language I've never touched before. I've been following development best practices as far as I remember them, pushing to a GitHub repo, branching for new features. Notes save as JSON that my ICM workspace can action, The whole thing was built with Claude. I haven't thought about anything else all weekend.
 Scope creep is real. It now has optional task types, a menu bar drop down with sync status, a live list of recent captures, inline editing, tagging. I drafted the initial design in Figma, then went back and forth between VS Code and Figma, designing where I needed to, tweaking code where I needed to. As a designer, syntax was always the wall between having an idea and building it. But working in a real codebase, you're closer to the actual product. It allows a level of finesse you can't achieve in Figma. Refining a micro interaction, adjusting an animation timing, polishing subtle UI details. I am very excited to make progress with my ICM workspace build out, lots of product ideas to be built!
I built my first product with Claude this week.
Connection Hub:🌱 Solo, Student & Exploring
Intros for The Connection Hub - The Vault 👤 Who I am: (name + where you're based) 🛠️ What I actually do: (the specific work — not "I'm in real estate" but "I run a 3-agent team doing residential resale in Austin") 🤖 What I'm building with AI right now: (your current project, workflow, or the thing you're stuck on) 🎯 What I'm looking for connection-wise: (pick one or two) 💡 Someone who's solved [X] 🤝 A collaborator / accountability partner 👀 Just here to learn from people in my field 🧰 Trading workflows & systems 📬 Best way to reach me: (DM here / comment / link)
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