@Nate Herk does today’s opus 4.8 AIOS video replace the 2 1/2 hour AIOS video on the classroom section? Is this video the updated version of that? Haven’t watched the old one yet so it would save me 2 hours of viewtime if this replaces it haha.

In this video I show you how I turned Claude Opus 4.8 into my full AI operating system that runs my businesses, holds all my context, and replaces the constant tab switching between apps. I walk through the Four C's I use to build it (context, connections, capabilities, cadence), the mindset shift of working out of Claude Code by default, how I organize files and skills, and the bike method for safely giving agents more autonomy. By the end you'll know exactly how to set up your own AI OS and the trap to avoid when you start handing it real keys. GITHUB REPO

Just finished building an AI Executive Assistant which wraps up the 7-Day Challenge for me. Such a valuable experience. Hit roadblocks here and there but just kept at it. Not only did I learn more in the past week than I have in the past year, but it was proof that by actually building (and not consuming content), truly is the fastest way to learn how to make anything. We are living in a golden era! Highly recommend anyone in here who hasn't yet done it to dive straight in. You'll come out with so much more knowledge. Thank you @Nate Herk for creating a great course!

Guys and gals, it's a pleasure to be amongst you all! I'm pretty new to AI automations and am super stoked to learn Claude Code and see what crazy new products I can create that I never thought possible before! Hoping to also figure out new creative ways to use AI automations in marketing (Ads/Social Content) to make that side of things less overwhelming. Looking forward to the journey ahead and, if I'm lucky, the end of living paycheck to paycheck haha.

Prompt caching is the reason Claude Code can save you 300M+ tokens a week without you doing anything. In this video I break down the 80/20: what caching actually costs, the small habits that protect your session limits, and the few things that quietly reset the cache. The free token dashboard and session handoff skill are in my school community. TOKEN DASHBOARD REPO