A new animation style on top of the 16-bit one that I created, as well as an amazing interview I had today with Jackson Bennett Keep an eye out for another YouTube video coming soon where I give you all a tutorial on how to make animations and videos like this

Just made a video on How to Make AI Videos That Don't Feel Like AI Slop Also finally nailed down my voice model to sound really good. The whole video shows its own making, from the voice to the storyboard, the animation and the render, all out of one folder on my computer. Even shows how quickly you can create different styles as well! I'm also adding the templates to the vault tonight, and updating the Implementation Playbooks to focus on this, with a whole new set of lectures. More soon! If you are loving my work I really would love some support, if you subscribe to premium you can support me to make more free resources for everyone else! Upgrade Here!

Eight months ago, I started building what I thought orchestration required — N8N, Postgres, LibreChat, consulting and hosting fees. Tens of thousands of dollars. That was the right bet at the time. Nobody I saw was doing this with Claude yet. Three or four months ago, the game changed. And I didn't know it until I stumbled onto Jake's content on YouTube. Two weeks after watching "Stop Building AI Agents. Use This Folder System Instead", I have a working MCP. Client demo-ready. The whole system I was killing myself over? Markdown files and orchestration prompts. That's it. I want to give credit where it's due. Jake put something out that reoriented how I thought about AI. The investment wasn't wasted — it built the foundation. But Jake and this community pointed me toward what was actually possible now. If you're still building the complex version because you think you have to — it's worth a second look.

Three days into Implementation Playbooks. I want to know what came out of it. Not what you watched. Not what you understood. What did you actually MAKE? - An animation you finally got working? - A folder structure that finally makes sense for your AI setup? - A browser workflow that's saving time? - Or something else entirely? Drop it below. Doesn't matter how small. Some of the most useful things in here started as the smallest outputs. And if you got stuck on a step... Don't sit there spinning. - Bring it to the Clief Notes AI - Bring it to the next call - Go back to the lesson and figure out WHERE you got stuck. That's part of the build. The roadmaps aren't here to make you feel like you completed something. They're here to make sure you walk out the other side with something you can actually use. Drop what you built below. 👇

🎥 Posted the video that tells my ICM story. Some of you read my post a few weeks back: I built the same system twice, first with a full multi-agent architecture, then with ICM after finding Jake's channel. Turned that story into an actual video for my Italian YouTube channel: three months of work thrown away, then the video that changed everything. 👉 It's in Italian, but watchable in English too. My goal is to bring the ICM methodology, point of view, and school of thought to Italy, where almost none of this exists yet. stay curious 🫡