One of my first goals in using all I’m learning here was to automate the monthly income statement for my (small) organic granola company. For many years my husband and I just winged much of the accounting and financial details of our business. Waiting till tax time or the end of the year to cobble together what we needed. The reports from Shopify and square worked fine. But over the past few years, we’ve put more emphasis on growing the business and i honestly hate being in the dark. My husband is ok being a little loosey-goosey - good thing we aren’t financially dependent on this! It’s still very much a side hustle but it’s our brand and we take pride in the quality and integrity of our product and love our customers. So, on to the win… Today, I did it! I set up my folders, write my .md files. Tested, iterated and eventually nailed it. All I have to do is export my revenue, my expenses and fill in a few other details regarding events we do and presto. 4 steps, pausing along the way to reconcile any flags and finally landing at a clear picture of all the numbers of our business! Plus more regarding events we do, fees and other things we want to have to make future decisions. I’m excited to run all my stages for May. This made so much click for me. This might be basic but a huge win for me!

You just used Claude Desktop as a thinking partner instead of a vending machine. Vote below, then tell us in the comments: what was the problem, and what was the insight you walked away with?

You just ran Claude Code on your own files. Vote below, then drop what you made in the comments. What was the task? What did you get back?

📊 You've probably seen this chart floating around LinkedIn and Twitter Each dot is 3.2 million people. ⬜ Grey is the 84% of humans who have never used AI 🟩 Green is the 16% who have used a free chatbot 🟨 Yellow is the 0.3% who pay for one 🟥 Red is the tiny sliver who use AI coding tools Most of the people sharing it have not actually said what it means. So here it is. 🔁 We live inside an algorithm. Mine shows me AI all day. Yours probably does too. Every reel, every post, every podcast clip, every ad. The feed makes it feel like the whole world has moved on without you and you are sprinting to keep up. Inside Clief Notes that feeling gets louder. You log in and see people building agents, shipping side projects, automating their inbox, talking about Claude Code and MCP servers like it is normal. In this room, it is. Step outside and almost nobody is doing any of it. 6.8 billion people have never opened a chatbot. Plenty of the ones who did opened it once, asked it something dumb, got a dumb answer, and decided the whole thing sucked. They are not coming back this year. Maybe not next year either. 🪖 When I was in the Marine Corps I never felt like I was doing anything special. I was surrounded by other Marines. Everyone around me could do what I could do. The standard was the standard. It was not until I left and stood next to people who had never served that I understood. The thing I thought was ordinary was rare. I just could not see it because I was inside it. That is what is happening to you in here. If you feel behind in this community, that is the right feeling to have. It means you are standing next to the people pushing the edge. Step outside this room and the thing you are calling behind is so far ahead of where most of the world is sitting that they cannot see you from where they are. And do not forget. The thing you built last week, the workflow you set up this morning, the conversation you just had with Claude. A version of you from two years ago would have paid good money to do any of it.

🎉 Meet your new admin: @David Vogel Some of you have been watching this happen in real time. David has been quietly turning his "Show Your Work" posts into one of the most useful threads in this community for months. Resource roundups, deep-dives, honest takes on what's actually working in production. No fluff. No hype. 🛠️ So I gave him the keys. 🔑 David is now an admin of Clief Notes, and he has his own classroom: 🏛️ David's Corner. Go check it out. AI Acronym Overload? Here's the Cheat Sheet - Davids Corner 📂 What's in David's Corner He started with the resource post a lot of you bookmarked last week and has been steadily expanding it. As of right now you'll find: 🔥 Must Have Resources - 🎨 Looking for design inspiration? - 🧠 AI Acronym Overload? Here's the Cheat Sheet - ⭐ Some of My Favorite Resources 📚 Learning for Everyone - 🥊 Obsidian is BLOAT! Batter Up - 💰 Flip the Script — It's all about the $$$ - 👻 Do You Have a Soul? - 🔄 My AI Workflow Evolution 👨‍💻 Developer Resources - 🕵️ LEAKED: Ten Prompts from Experts - ⚡ Introducing the Hermes Stack 🎯 David and Jakes Picks (this one's going to grow) Plus he's curating trusted YouTube channels and a running list of favorite community posts on resources inside the corner. So if you wrote something good about a tool, a stack, or a workflow, that's where it might end up. 👀 He's adding more weekly. If something stops delivering, he wants to hear about it. That's how the corner stays sharp. 🔪 💡 Why this matters The Vault and The Drawing Room give you my methodology. David's Corner gives you a second lens. Same standards (battle-tested, no theory, no marketing slides), different angle. He's been in the trenches with tools and stacks, and he writes about them honestly. ✅ What you can do 1. 🔖 Go bookmark David's Corner in the classroom 2. 💬 Drop a comment under his posts when something works (or doesn't) 3. 📨 Got a resource that should be in there? Tag him. He's curating.