@Ry Mac did a GREAT job simplifying things down. Recommend taking a look. Has his own group too! https://skool.com/buildmarketclose/about

Jake recommended the book and I totally haven't read it (yet). Buuuuttt, I was able to make a safe assumption from the title of it. 3 weeks I started a YouTube channel based off the title of that book Apparently I made the top 25% of creators under 1,000 subscribers, woot! I'm about 59,000 behind Jake but I'm coming for ya' 🤣

Cloudflare dropped a browser made for AI agents instead of people. No tabs, no themes, no pixels. Just the parts a machine actually reads, running in their cloud on a fraction of the compute. Free beta, built in 12 weeks. Now I ain't the sharpest tool in the shed, but this smells exactly like the paper Jake dropped this morning in the VIP lounge. His numbers said: stop making the model read the whole history when 3 files answer the question, and the cost drops 95%. Cloudflare is saying: stop making the browser draw the whole page when the agent only reads the text, and the compute collapses. Same lesson twice in 1 day, from a research paper and the company that sits in front of a massive chunk of the internet: stop paying for what the machine doesn't consume. That's the folder thing. That's the whole reason the ICM stuff works. Feed the machine only what the step needs. Am I reading this right, or am I connecting dots that ain't there? https://techcrunch.com/2026/08/07/cloudflare-launches-kitesurf-a-browser-built-for-ai-agents/ The sharper tools in this shed will know better than me. I'm still learning what half everyone is saying. It's like a foreign language to me still and I can kinda' get around town and order a meal, but once it's a full blown conversation ... I'm a deer in headlights.

In the spirit of "show you work", I've been making videos using remotion, claude code, and stuff I have learned in here. I made a video on how I had to break down the ICM Folder system for myself so that I could understand it and put it on YT. This was one of the comments it received and how I answered it (image). This is an honest question(s): Am I crazy? or is there a point in there he was trying to make I missed? What I am most proud of is I think I am starting to understand the stuff because I was pretty sure I knew what he was saying. It took me a second, this stuff is still like second language learning, and I speak "broken ai software engineers dev'ish" I can order a beer and Spanish but if they start talking back, I'm lost. I had just built a site in Claude Code, launched it. I fired up my code skill I made to audit through the site for speed, mobile, desktop, seo, and technical stuff. The site audit came back with a bunch of findings. Then code fixed it. Then it got better. Same LLM, using files and folders.

Following the animations training and remotion skill. I was able to get up 5, ~10 minutes or less , training videos + 1 ~22 minute video (an about me 30,000 ft view of the whizbangs I created in the first 30 days with Claude - vibe coding my way to stuff that I will use as first YT video on new channel) I created a skill so that it can take my content and make a presentation in my style (less than 6 seconds per slide for majority of slides but some I will need to sit on for explanation) I added the remotion skill Had Claude create the script in my voice & cadence based off examples I already had - it spit out damn near perfect script. I maybe added in a few words or ideas or edited slightly the script but it was 95% ready out the gate. Honestly, with no changes they could have worked (I just knit picked) Then I recorded my voice in audacity and gave it the file and it created my animation video for me. With all the pauses, and animations I wanted, etc I was able to make 5 animated training video's (about 40'ish minutes of content) in literally 2 hours or so - the longest part being the video rendering. If I tried this in the past, say 3 years ago when I was creating training content for sales floors, this would have taken me a week...EASY. This stuff is awesome... Note* I didn't post any of the finals here as I don't want to come off as pushing my stuff, but if anyone does want to see it let me know and I can upload or link ya' to check out, just sharing the win :)