About

Built By Stu Jordan.

Agent Architect

I build AI agent systems that do real jobs inside real businesses. The systems you see on this site run my own business first, and the gap between "AI is amazing" and "AI is doing useful work for me" is the gap this whole site exists to close.

I started as the person explaining AI to business owners, and Evolution Unleashed grew to 65,000 members on that work. Somewhere along the way the explaining stopped being enough, so I became the person building the agents instead. AgentGuru is the commercial arm of that shift: finished agents, tested skills, portable memory, and the team that builds custom systems.

The Short Version.

When language models became capable of real work rather than just conversation, I spent months finding what separates agents that produce usable output from agents that produce impressive-looking noise.

The answer was the architecture around the model: structured context, clear jobs, schedules, memory, and governance. With those in place, the same model that rambles in a chat window produces work you can ship.

That architecture now runs this business daily: two production engines, every step journaled, every claim checkable. Everything sold here, the boxes, the skills, the memory system, stands on it. And 65,000 people use what gets published from that work.

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engine cycles logged to 25 Jul 2026

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community members

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production engines running

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What Drives This Work.

Agents should produce work.

A chatbot answers questions. An agent produces deliverables. Everything here is built around output.

Humans stay in charge.

Every workflow has review points. Every system has pause controls. Automation without governance is a liability, so the architecture makes governance the easy path.

The intelligence should belong to the business.

What an agent learns about your business is your asset. That is why the memory lives in files you own and moves when you move.

Claims come with receipts.

I publish what the systems do and what they don't. No income claims, no hype. The receipts page exists so you can check.

Where To Find Me.

For business inquiries and Agent Workforce builds, the contact form is fastest. For community questions, Patreon or the Facebook group.