AdamMaguireWilson
I ship the unglamorous engineering that makes AI dependable in production — not just impressive in a demo.
A technology leader and advisor with a decade of turning ambitious strategy into systems that ship. Today I help businesses become AI-native — designing the agentic architectures and pragmatic automation that carry organisations from intention to execution.
- 10 years
- Architecting & leading high-scale systems & the teams behind them
- 100+ projects
- Delivered across manufacturing, retail, finance, hospitality & more
- UK Gov.
- Advised Government Ministers on the future of Smart Cities
Where I create leverage
AI-Native Transformation
Adopting LLMs, agents, and the Model Context Protocol where they genuinely earn their place — not where they are merely fashionable.
Now advising early-stage startups on AI strategy & go-to-market
Technology Leadership
A decade architecting high-scale systems, and building, mentoring, and scaling the teams behind them.
[ team size / scale led — number to source ]
Strategy & Advisory
Bridging executive strategy and technical reality — turning rough ideas into shipped products and real businesses.
Advised UK Government Ministers on the future of Smart Cities
Hyperautomation
Designing the workflows and integrations that let lean teams operate well beyond their size.
[ hours/week reclaimed — metric to source ]
Recent notes
Essays and field notes on AI, technology, and building.
Setting Up a Scheduled Task in Hermes
Learn how to create a scheduled task in Hermes so your AI agent runs automatically on a timer — no manual triggering required.
aiSetting Up Obsidian with Hermes One
Learn how to install Obsidian, create a vault, and let Hermes One automatically build a full PKM structure — then put it to work finding research for your MBA thesis.
technologySetting Up Hermes: A Step-by-Step Guide
A beginner-friendly walkthrough for installing the Hermes local AI agent, patching the common incomplete install, and wiring up a provider (Kimi and MiniMax) — with every screen shown in order.
ai
The human behind the systems
When I step away from the screen I'm usually behind a camera or underwater. These are the threads that keep me curious — and keep the work honest.
Have a problem worth solving?
Whether it's an AI-native build, an advisory conversation, or an introduction — I'd love to hear from you.
Get in touch