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AI Automation Society

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Clief Notes

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AI Automation (A-Z)

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12 contributions to Clief Notes
40,000 People....I have only this to say
We just broke 40k Members, in less then 4 months... To say I am honored and blown away is an understatement. I feel like yesterday @Matthew Creamer quit his job to sleep on my floor and bust out 15 hour days to build out content, structure and anything else I thought you all would need to make this community worth it. But at the end of the day there is only one thing for me to say. THANKYOU None of this, and I mean NONE of this would be remotely worth it if it wasn't for you all. To list and tag everyone that have contributed so much valuable not just to this community but to me would be nearly impossible. Thank you to every single one of you. Thank you for commenting and helping out on posts Thank you for sharing the wins you have gotten both at home and professionally. Thank you for believing in me and what I am building septically those of you who have been around since the beginning (you know who you are). I cannot tell you how happy my heart is to get in front of you all and teach, talk, ask questions and even learn a lot myself. It is a dream come true to become someone that people can learn from; to share my thoughts and have those very thoughts change the way people live their lives and do their work. It's only the beginning too, I can't wait to see what the rest of the year has in store, and I promise to keep building, working and recording for you all. From the very very very bottom of my heart.....Thankyou! Thankyou to every single one of you reading this and for being part of such an amazing community.
40,000 People....I have only this to say
0 likes • Jul 2
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How is everyone tracking for the week?
Drop your biggest win from your projects last week, or if you're stuck on something, what’s the one thing you’re struggling with right now? For me, my big win is that I finished the mechanics of my app and now I’m just getting into the detail of the design. But my biggest struggle right now is the format. My husband is the tech guy with all the development know-how, and he thinks I should start it as a web app first to let people try it out before dealing with the nightmare of building a phone app and dealing with Apple and Google specs. Development-wise he is totally right, but I know my niche. My app is for hair stylists who are facing burnout, and honestly, most of them aren't tech-savvy at all. The app is supposed to cut through the noise and help them use tech without the stress, so if I make them go to a website every day, it's just not going to happen. They aren't going to figure out how to pin a website to their home screen, and I feel like launching as a web app might just kill the momentum completely. Let’s see where everyone else is at with their wins and struggles, and if anyone has any thoughts on the web vs phone app dilemma for non-techy niches, let me know!
2 likes • Jun 16
@Karli Rosario I think we might be in a similair spot, I opted for launching my app as a webapp simply to be able to deploy it faster and get the first clients testing it without any costs. I feel like this first user feedback is necessary for me to see if my idea is even viable, and also I ended up also building a desktopp layout as well so users have that option as well. I also have my first pitch this wednesday and the goal is to secure the first client!
What deployment options to people use?
When deploying an ICM folder structure to an actual client, asking them to drop it into their claude seems reasonable for us techy people, but some of my clients are not technical enough to even do that. What other options are people using? I'm a traditional web app guy, so deploying a cloudflare worker with some backend code and a database etc is what I would traditionally try and do. That model is not as clear cut as a winner as it used to be! Is it time to look at agentic systems to be able to deploy ICM so my clients can actually use it in their day to day? Or do we simply train them up to use claude? Or is there something else that people are doing?
1 like • Jun 16
I feel like i'm at this roadblock as well to some extent. I've been trying to allign everything with the IT people at companies, but I feel as if sometimes they are the ones to push back on implementing it due to safety concerns. Any tips on that?
I built an ICM vault to learn ICM (Claude Code + Obsidian)
I kept watching Jake's videos, reading the ICM paper, Karpathy threads… and forgetting most of it a week later. Learning the wrong layer, but with my own knowledge. So I built the thing the content kept pointing at. Not a notes app. An ICM workspace for my own learning. The rules (sound familiar?): - raw/ is immutable. Transcripts, PDFs, papers. The LLM reads, never edits. - wiki/ is the LLM's workspace: entities, concepts, sources, analysis, overview. - index.md = catalog. log.md = append-only timeline. Welcome.md = the schema the agent follows. - Claude Code writes. Obsidian is the front-end. I read; it writes. - Every claim links to a source. No orphan facts. One ingest: I drop a transcript in raw/ and say "ingest it." A single 22-min Van Clief video cascaded into ~10 linked pages in one pass (a summary, 2 new entities, 5 updated pages, index + log), cross-linked, with contradictions flagged rather than silently resolved. After ~3 months: ~35 sources, 84 interlinked pages, every claim cited. No vectors, no RAG. The folder path is in the memory, and I can read every byte. I'm using the method to learn the method. Folders over agents, pointed at my own head. (I'm starting an AI-implementation practice in Brazil built on ICM, so this doubles as the knowledge base behind my client work.) Schema's attached if you want to start your own. What would you ingest first?https://github.com/jarantes-prog/icm-knowledge-vault
I built an ICM vault to learn ICM (Claude Code + Obsidian)
0 likes • Jun 9
Convergence is usually a sign we're both onto something real rather than something clever. And you nailed the intent: the vault isn't meant to think for you; it's meant to kill the cold start so you get to iteration faster. The blueprint is the floor, not the ceiling. Genuinely want to see your version, which of the example files did you keep, and which did you throw out? That delta is usually the most interesting part.
1 like • Jun 9
@Bayo Olorounto Best comment I've gotten on here And to your earlier question: yes, "transfer layer" is exactly the right instinct — with one reframe. These aren't three peers, they're a pipeline. The failure mode is letting all three hold the same notes. - NotebookLM = interrogation. Raw sources go there to get questioned. A lens, not a home. - The ICM Vault (Claude Code) = transformation. The kitchen — distills sources into atomic, cross-linked, cited notes. Your ICM_KNOWLEDGE_VAULT → OBSIDIAN_READY pipeline. - Obsidian = the graph. Where finished notes live and accrue links. So it's directional: NotebookLM → Vault → Obsidian. The only real reverse arrow is Obsidian surfacing new questions you take back to NotebookLM. Which is also why your "Mapping Problem" is the whole game — and the mapping isn't a folder, it's the rules: what earns an atomic note vs. a concept page, how links form, where things land. That's exactly what Claude Code is good at: encode it once, and run the same every time. (And re: your fixes — empty 00 Core Thinking is the real tell; nail that and the cross-linking before chasing new sources.) Share your OBSIDIAN_READY mapping rules, and I'll tell you where it'll leak — that's where these pipelines break.
🇬🇧 GOOD MORNING FROM LONDON! 🇬🇧
Jake and I made it across the pond. We're here for London Tech Week all week. We got invited out for this one, which still feels surreal to type. We've got multiple pitch slots in front of investors over the next few days to talk about what we're building at Eduba and where this community is headed. Big moments lined up. Big rooms. Big swings. 🚀 If you're at the conference, DM me! Would genuinely love to meet anyone from the community in person. We'll be all over the Techscaler booth and floating between sessions. Even if it's just a hello and a handshake, hit me up. 🙏 And if you've got a second, send some good energy our way this week. We're about to walk into some rooms that could change the trajectory of what we're building. Wish us luck. Light a candle. Whatever your version of that is. We'll take all of it. Now to the real reason you're here. 👇 ---- 👇 🏆 7-DAY LEADERBOARD WINNER: @Bas Rosario 🏆 🔥 Bas just won it AGAIN. Back-to-back. Last week he won as a Premium member and we converted him to free Premium for life. This week he's already Premium for life, so we're bumping him up. ✨ Free VIP for life. ✨ The Drawing Room. High Tea. Bespoke folder builds with Jake. All of it. Forever. No charge. ---- ⏰ The 7-day clock just reset. Next Monday we crown the next winner. Could be you. 🎯 How it works: - 📝 Post bad ass stuff - 💬 Help people in the comments - 🛠️ Share what you're building, what's working, what's breaking - ❤️ Engage with other members' posts The leaderboard tracks all of it. Whoever sits at #1 next Monday wins. ---- 🎁 The prize, depending on where you're at: 🆓 Free member? You get lifetime Premium, free ⭐ Already Premium? We convert your Premium so you stop paying 👑 Already VIP? We convert your VIP so you stop paying Either way, you stop paying. Forever.
1 like • Jun 9
Excited to see your findings after the Tech Week!
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Joao Arantes
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@joao-arantes-3040
Want to learn everything I can with AI and start using it to create value in the world

Active 16d ago
Joined Mar 12, 2026
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