Who you work with
One engineer, no handoffs.
I'm Nathan Samuel — an Agentic Software Engineer with a decade in construction behind me. Drywall and steel-stud framing, then college for renovation and construction engineering technology, up to assistant supervisor on high-rise structural builds across the GTA. That's where I learned to see what's actually broken in how a business runs day to day.
The person who maps your workflow is the person who builds it, ships it, and answers the phone when something looks wrong — no account manager, no offshore relay, no discovery deck that ends in a proposal for more discovery. Fewer people between the problem and the fix. It's why the work moves in weeks, and why the system keeps fitting once the business shifts under it.