AI-assisted development systems

Built in minutes.
Structured to scale.

I design systems that turn ideas into production-ready software—fast. This page was built using a structured AI workflow designed for speed, consistency, and reliability.

4
Phases
10×
Faster iteration
<2 wks
Design to production
100%
Reviewed before shipping
01 — The shift

Most teams are experimenting with AI. I build systems that make it reliable through harness engineering.

AI is powerful but inconsistent without structure.
Raw output drifts. Context collapses. Quality is uneven.

The work is in defining the boundaries: clear inputs, validated outputs, and workflows that compound. Structure is what turns a model into a system you can ship against.

Workflow
1
Research
2
Plan
3
Implement
4
Verify
02 — Portfolio

Projects built with the system they prove.

Each piece here is created through the same structured workflow: designed with intent, generated with constraints, and reviewed before it ships.

Portfolio system
you are here

ciaramaria.xyz

A focused one-page presence shaped from concept to shipped interface with the same structured AI workflow it explains.

Product system

Trellis

Trellis brings your garden plan, plants, local weather, tasks, and notes into one clear weekly view so you know what needs attention next.

Give me a workflow.
I'll show you how to govern it.

Changing how teams build.