About.

I'm Dominic, or Dom. I'm a full stack engineer and technical product builder in Canada. I like figuring out how something works, what makes it frustrating to use, and what we could build to make it better. That might be a business website, a tool that saves someone repetitive work, or an agent workflow I can't stop thinking about.

I've spent years working on enterprise software through CGS, supporting Red Hat and Wolters Kluwer, alongside independent work helping small businesses with websites, integrations and technical support. I enjoy both the technical detail and the conversations that come before it. Understanding what someone needs is a big part of building the right thing.

Working with my wife at SiteSage

I work with my wife at SiteSage Solutions, where we help small and medium sized businesses in Canada and around the world. She leads the business, and I support the technical work, from figuring out requirements to building and improving the solution.

A business might need a better way to manage bookings, a website that connects to its day to day work, or help making sense of where AI would actually be useful. I like starting with those questions. The answer isn't always more software, and it definitely isn't always an AI agent.

The work I keep coming back to

I've been hands on with AI since late 2021. These days I'm especially interested in agents that can carry useful work across tools and sessions, learn from corrections, and help me take on more than I could manage alone.

I use Hermes, from Nous Research, with Auren as my personal assistant. I also work with coding agents such as Cursor and Codex. A lot of my time with them goes into the setup around the model: the context it gets, the tools it can use, how work gets split up, and how we check the result.

The research is a big part of the fun for me. I'll read a paper about agent memory or coordination and immediately start thinking about how it might change the way I work. My research wiki helps me connect those ideas and return to them when there's something worth trying.

This site is where I share more of that work. Some pages explain something I've built. Others explore an idea I'd like to test or a question I haven't answered yet. I'd love to hear from people working on similar problems, especially if you've tried something I haven't.