Eugene Vyborov

For six Thursdays we built a demo agency live on Zoom, starting from a fresh Trinity install.

The goal was to show agency owners something practical. Not "AI will change everything." Just what it looks like when routine work stops landing on your people.

By the last session, the demo agency had sales, marketing and delivery agents. Its website turned a form submission into a lead, with a reply drafted and waiting for approval. And it had a finance agent: when a deal was marked as won, it prepared a Stripe invoice and stopped until a person approved it.

That approval step is the point. An agent can do the prep work. A person still decides when money moves.

Then there's the question of what happens when someone on your team leaves. In a lot of agencies, people build their own AI setups on their own laptops. When they go, the setup goes with them. Here, the agents and what they learn live in one shared system the agency owns.

It's an early build, not a finished company. But it shows the direction: taking on more clients without automatically adding headcount.

Trinity and the template library are open source. The six recordings walk through every step if you want to build your own.

Links in the first comment.

Cornelius isn't a memory. Memory just fetches what you saved.

It applies intelligence at the entry and the exit.

What the agent figures out on its own stays at the gate until a human confirms it. The human sits at the gate.

Full workshop below.

Here is how a won deal becomes cash in an AI-native agency.

Agency owners: you can move your agency's day-to-day work onto agents, from client intake to invoice, while your team stays with your clients.

I recorded a 6-session workshop that shows exactly how.