Today, you can train a LLM to take action repeatably for a long period of time for next to no cost. If you can imagine, for a moment, to be a machine. Faster than your human counterpart, compute has a threshold, and if you could hypothetically build the train tracks you run on faster than you run on them. Still faster than your human counterpart. This isn't imagination, it's a dose of understanding for how to reduce CPU usage, GPU usage, RAM drawback and how to bridge LLM function through a harness (A server, operating system, and endpoints that loop the engineering). More than 40% of my day job is offloaded to this finding. With that, I created this group with the intent of bridging that to more people. This also underlines what companies are realizing, and people are scared. Don't let them hold that fear over your head. I can, with every fiber of my being, make a promise to you. It takes significantly less time than you think AND the time is going to pass anyhow. As of this new season, I want to make a free offer unique to exclusively members of this community. Last time I made this offer, it led to enough demand to financially provide for me and my loved ones. I have no good reason for why I stopped offering this. Any of your ambitions or goals with AI, any projects currently using your paid subscription money and they're not working as intended. Bring it to me. All of your projects that float in a graveyard, if there's one that if you had a magic wand, you'd give it a shot if it could be done under two weeks, I will give you the step by step AND work with you on a free of charge hourly scoped basis OR give you everything you need to do it yourself. I built a business out of this promise. Work that took me 2-4 weeks, rippled and produced clients unfathomable amounts of money that only after two years, I started charging. This was back in 2024. I'm grateful to be a part of this industry, it allowed for me to expand beyond the walls I saw for myself.