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
Give me a workflow. I'll show you how to compress it.
Let's change how your team builds.