Kira Hancock
I build the quiet machinery that lets good work run itself.
Most people who understand how teams work can't build the systems to fix it. Most people who can build them have never run the operation.
An operator first
Nearly a decade running operations by hand — so I automate from the inside, not from a diagram.
An engineer's lens
An engineering foundation underneath it all — I think in schemas and failure states, not quick fixes.
Building with AI, daily
Hands-on AI automation every day — the judgment layer that turns a form into a finished record on its own.
Most operations run on someone quietly holding them together. I'm interested in what happens when they don't have to.
That question is the whole reason I build. When the routine work runs itself, people stop being the thing it depends on — and it keeps happening whether or not anyone is watching.
Built right, a system earns trust by being boring: predictable, documented, and safe to leave running. That reliability is the point — the automation is just how you get there.
Three doors.
This is the introduction. The work itself lives elsewhere — pick the door that fits what you're here for.
ousios.dev
My technical practice — AI automation and systems architecture for hire. Case studies, the stack I build on, and how to start a project.
Visit the studio The productComposa
A product I'm building: map who your team actually is, then map the right AI workflow onto them — and re-map as the team changes.
See the product The toolkitSustainable AI Toolkit
Four browser-based tools for using AI more intentionally — water footprint, model routing, prompt efficiency, and eval bench. No account, no data sent anywhere.
Open the toolkit