Robert Belleci · Solaro AI
I build AI systems
that run businesses.
I run a small portfolio of businesses that mostly operate themselves, each one driven by a fleet of AI agents organized like a company. I write about how those systems actually work, and I help a few companies build the same thing.
“A coach and a builder. Twenty years in football and markets, a Ph.D., and now a stack of businesses that run themselves while I sleep.”
I build
Autonomous agent systems
The pattern
A brain, a queue, a fleet
Day job
Leading AI at national scale
Based in
California
The Writing
How the systems actually work.
01 · Part 1
The company that runs itself: an architecture overview
I run a niche vertical-data product that is operated, day to day, by a fleet of LLM agents organized like a company. A CEO, domain managers, workers, and auditors. This is the opening map of how that works, and where it breaks.
02 · Part 1
One Postgres table runs the whole company
I run a niche vertical-data product with a fleet of autonomous AI agents. They share one Postgres table. That table (not a vector store, not a doc wiki, not a prompt) is the company's memory and its operating manual.
03 · Part 1
Agent memory: how a fleet learns from its mistakes
An agent's context dies when the session does. Memory is the part that survives: across crashes, across handoffs, across the dozens of agents that run my business while I sleep. This is how I built institutional memory for software.
14 · Part 2
The document is the program: shaping agents without fine-tuning
I run a data-intelligence business staffed by a fleet of autonomous AI agents. None of them are fine-tuned. I shape what they do by writing versioned instruction documents they read at boot, and the document, not the model, is the program.
What I Run
A portfolio, not a single bet.
Each business is small, automated, and built on the same pattern. The articles keep them generalized on purpose. If you want the specifics, they live here.
See the ventures →A recruiting-data product
Vertical sports data, scored and delivered to a small set of customers.
A sports research desk
A transparency-first research product in a betting-adjacent market.
A faceless content studio
An end-to-end video and social pipeline that ships daily on its own.
Consulting
I help a few companies stand up the same patterns. That is what this studio does.
The Newsletter
New pieces on autonomous systems, every few days.
No spam, no fluff. Just how I build and run the machinery, as I figure it out.