About
I've been breaking things and fixing them since I was a kid. I wrote my first line of code at eight years old, and I haven't stopped building since.
I'm completely self-taught. No bootcamp, no mentor handed me a curriculum. Just curiosity, a keyboard, and an almost stubborn refusal to accept "that's just how it works." I dedicate my life to learning. New models, new frameworks, new protocols, new ways to make software do more with less human effort. If it moves the field forward, I'm in it.
Since I was a kid, I've dreamt of automating the repetitive, boring, soul-draining work the world runs on, so people can get their time back and spend it being more human. Creating. Thinking. Being with the people they love. That's the whole point. The tools are just the means.
I've built automation and AI systems that gave real businesses their hours back, across:
Cutting hours of manual document work per case.
Agent systems that run campaigns end-to-end.
Giving under-resourced teams the leverage of a much larger one.
Automating the quote-to-policy grind.
From lead qualification to transaction coordination.
Real hours returned to real people, in their own words on the testimonials page.
"I was as skeptical as could be. I didn't trust AI and didn't think it would work, but Sam convinced me to give it a try and I'm so glad I did. He's built workflows that save me time every day." Ashel Troncoso, Owner, ATI Insurance Group · More testimonials
I believe in providing value first. Not gatekeeping, not paywalling the fundamentals, not hoarding playbooks. Every guide, every framework, every playbook on this site is free, because the people who most need these tools often can't afford a consultant.
I think everyone deserves access to this. The solo insurance agent. The nonprofit director. The person who just quit their job to chase something real. AI is the biggest leverage shift of our lifetime, and it should not be locked behind a paywall or a gatekeeper. If someone has a dream, they should have the tools to build it.
These days I do one thing: build working AI systems for small businesses. One system at a time, flat price, live in 14 days, in accounts you own. The flagship build is the Filing Desk, which reads a service inbox and turns it into ready entries your team approves. The knowledge base on agents, MCP, and Claude is the research library behind that work.
LinkedIn is the best channel. I respond within a day or two. AI conversations, second-opinion requests, podcast invites, honest questions, all welcome.