Why I'm Building Graham Alembic My Way
Hey now.
The Short Version
Graham Alembic is a lean team — mostly AI agents, with just-in-time human expertise — building AI-native products, mission-driven non-profit tools, and open source. No investors, no bloat. The team is real. It’s mostly not human.
And “lean” doesn’t mean isolated. It means the structure of collaboration is changing.
Why Now
I’ve been building software for more than 25 years. CS from NC State, then nearly a decade in Iraq as a contractor — building reconstruction management systems for USACE, the Department of State, and the Department of Defense. After that, Wells Fargo — React developer, then iOS, then tech lead for LifeSync. I’ve shipped software in war zones and in enterprise.
My dad died of ALS in 2025. I’m a caregiver for my mom, who has Alzheimer’s. I’m stating that plainly because it’s the context for everything else.
Those experiences changed how I think about time. About urgency. About what’s worth spending energy on. I stopped being willing to wait for permission — from employers, from investors, from anyone — to build the things I think should exist.
Around the same time, AI crossed a threshold. Not the hype-cycle version — the practical one. A lean team could suddenly do the work of an entire engineering department. Not hypothetically. Actually. Every day.
Graham Alembic is what happens when “life is short” meets “a small team can now build at scale.” Once in a while you get shown the light in the strangest of places. This was mine.
What I’m Building
Claudine is a native macOS AI life manager. I use it every day to manage my own life — obligations, reminders, context tracking. Built with SwiftUI, not Electron. Heading to TestFlight.
Apex Trading is an autonomous multi-market trading system running live on Google Cloud. Crypto, equities, and prediction markets. It runs my money, 24/7.
Kindling is caregiving tools for ALS and Alzheimer’s families. Non-profit. This one exists because of my direct experience — the tools I needed as a caregiver didn’t exist, so I’m making them.
Alembic Compute is bare-metal Mac hosting for AI developers. Apple’s EULA means macOS requires real hardware — we own it, manage it with AI, and rent it at a fraction of cloud prices. In development.
Open Source — libraries and tools born from product work, released without corporate strings. The best way to build an audience is to let people record the show.
The Thesis
Large software companies are entering structural decline. Every employee is overhead, and AI is getting good enough to do what teams used to do. The economics are shifting in real time.
But for lean teams, the same technology is pure leverage. A small group — mostly AI, with just-in-time human expertise — can now conceive, build, ship, and operate software at a scale that would have required a funded startup five years ago.
Here’s the part most people miss: this doesn’t mean everyone works in isolation. It means collaboration changes shape. When your AI agents can work with agents from other companies, partnerships form naturally. The relationships between independent builders become more like friendships between peers than dependencies in an org chart. Less hierarchy, more genuine connection. An unbroken chain of builders, each searching for the sound.
I think the future looks like networks of capable individuals and small operations, each building real things, collaborating through their tools and agents when it makes sense. More social than corporate. The human relationship emerges from the work itself.
I’m not theorizing about this. I’m living it. Every project at Graham Alembic is built and operated by a lean team — mostly AI agents, with human expertise brought in just in time. AI handles the breadth. I handle the judgment. And the partnerships I’m most excited about are the ones that haven’t happened yet.
What to Expect Here
This blog is where I’ll share what I’m learning. Product updates, technical deep dives, and honest reflections on what it’s actually like to build this way. No thought leadership, no content marketing. Just notes from the road.
If you’re building independently too, or thinking about it — I hope something here is useful. The music never stopped.