Most companies bolt AI onto processes that were never built for it, then wonder why the results are mediocre. I help you fix the foundation: your code, your processes, and your people — so agents actually deliver.
Three things that make you ready
I ship across every layer for a living. Now I help teams make their systems, processes, and people ready for the agents they’re about to hire.
— Patrick MacDowell
Miss any one of them and you’re paying for AI theater — motion that looks like progress and delivers none. Readiness isn’t a tool you buy. It’s a state your business is in.
Systems an agent can navigate without a human translator.
Documented interfaces, named things, predictable structure. If a new hire would get lost in your codebase, an agent is already lost — it just fails more confidently. We make your systems readable to something that has never met your team.
Work with inputs and outputs an agent can actually follow.
An agent can’t automate a process that only lives in someone’s head. We turn tribal knowledge into steps with clean edges — the difference between delegating a task and describing a vibe and hoping for the best.
A team that knows what to hand off and what to hold.
The goal was never fewer people. It’s people aimed at the work only they can do. We train your team to delegate with judgment — and to catch the things an agent gets wrong while sounding completely certain.
We assess where you are, pick the highest-leverage gaps, and close them — hands-on, on your real systems.
We look at your real systems, not a questionnaire. Where would an agent stall today, and why?
We rank the gaps by leverage. You get a short list of what moves the needle — not a transformation deck.
Hands-on, with your team, on your actual code and processes. Real changes, not a slide about them.
You leave with agents doing real work and people who can keep it running long after I’m gone.
I’d rather tell you this isn’t a match than take an engagement that won’t land. Here’s the line.
Start with the free stuff — I break all of this down on the Tech Thaumaturge channel. When you’re ready to apply it to your business, book a call and we’ll get to work. A real conversation with the person who does the work. No sales team.