Today is "buy a Veteran a beer or burger and thank him or her for their service" day. So if you're about n' about, make sure you do 1 of the above. Semper Fi, RyMac

So... I have been launching content out into "buckets" -Building -Marketing -Closing -ICM Nothing truly structured. Just a topic, thrown into a bucket, some zip files for you to point your AI at and "go". This week, that changes... I'm launching a structured course on how to set up you 1 Folder AI Operating System. The end result is your own AI operating system built in 1 folder, the same way you've seen me operate mine. It has 84 micro lessons over 11 sections, each lesson ends with an action for you to take. For the most part each lesson can be finished in 5'ish minutes. It's baby steps so that you can learn things the right way. The why, the idea, the real life example, and your practical app. The BMC platform is 95% done as well (shown in video). Note* - I mentioned GSD being used on the BMC build (and all of my apps moving forward) repo is here: https://github.com/open-gsd/gsd-core I highly recommend my vibe coding frens' check it out. Shot ya a quick video 👇

If ya' know a Marine, tell em' Happy Birthday. “Some people spend an entire lifetime wondering if they made a difference in the world. But, the Marines don't have that problem.” -Ronald Reagan Semper Fi, RyMac

Hi Everyone, Nous just released v23 and now comes with a web based application no desktop install needed. You can get one @ nous portal and try it out for $5 the first month. Using the link below. I started my journey here with big ideas about bringing Hermes Knowledge and resources to the Skool. That idea is not dead, just delayed. The main issue is the deep knowledge needed to explain how Hermes works. I've been spending about 2 months deep into the Hermes world and I've built some pretty amazing stuff in my private lab cooking up some pretty mean brew. I'm going to bring it all here with videos built by that hermes lab. In the meantime if you are looking for some resources, the top of my list right now: https://hermeswatcher.com https://www.youtube.com/@TonbisAIGarage https://www.youtube.com/@Wanderloots If you sign up for an account here, you get $15 off your first month. No annual committment. Choose a model like Qwen 3.8 flash Qwen3.8 Flash in $0.15/1M / out $0.47/1M $15 off your first month. Choose $20 plan. Sign up here --> https://portal.nousresearch.com/r/jordan-shaw Under Cloud - Create an Agent - Start Agent - or hover over the agent instance and go to control panel dropdown and choose Open Hermes agent. That starts the hosted webapp (Don't choose Dashboard). Have Fun. https://hermeswatcher.com is a great place to begin if your a little hesitant of signing up right away. Now go build something. Jordan

I let three AIs audit my AI workspace and they found 23 things I had stopped seeing I run 13 projects off one shared folder. Long enough that I trust it. That is the problem. On November 7 I ran a cold audit. Three AI sessions with no memory of the work, real jobs, one rule: measure, do not fix. No dashboard, no grader. First the safety, because it is most of the method. I stopped work: notice to all 13 sessions to finish the step and write nothing, pause files in front of the two always-on workers, and a throwaway copy from git for every layer. Nothing wrote to the live folder until I said so. Then four layers, one pass each. Read maps the structure and front pages without executing anything. Run sends fresh AI at real jobs with no hints. Reality plants the mistake, then plants the clean case, and sees which one the route catches. Report counts every finding and gives the file and line. Nine sections: 66 routes, 113 saved guard tests, 31 forbidden commands, 18 front-page claims. The splits are in the chart. None of them got there alone. Two hit the same front page in the same minute and the third corrected both. A checker needs a checker. The good part is the part I had stopped seeing: A saved guard test passed a change it should have failed. It had been checking the wrong file for weeks. A front page pointed at a folder renamed in August. The route dead-ended four steps in, and nothing said so. A forbidden command against an unguarded path ran clean and took a scratch directory with it. What it cost me to learn: **The map is not the territory.** "Where the folder is" does not mean "where you work." **The front page had rotted.** It promised things the folder no longer had. **My orientation cost was measured, not felt.** Six files, one file, eight files before a stranger could orient. Past five means the map failed, and it failed two of three times. **My own count was the weakest number.** I scored things out of 100 until a stranger told me to count instead.