The AI Build System
How one engineer ships like a team
Ongoing
The working method that lets one engineer design, build, and operate an entire software portfolio.
Role
Designed the system
Status
Ongoing
The problem
One person can only hold so much in their head at once, and that used to cap how much software a solo builder could run. Throwing AI at the problem naively trades that cap for a worse one: volume without correctness.
What it does
I inventory, triage, plan, and build across the whole portfolio in parallel, with verification and honest reporting built into the loop. Every product on this page came out of it.
- Inventory → triage → plan → build, across many repositories
- Parallel AI agents for volume, one engineer for judgment
- Verification gates and honest reporting for correctness
How it was built / my role
I designed the workflow and I hold the pen. Agents handle volume across repositories, verification gates catch what slips, and every change lands in Git where I review it. The speed looks automated. The standards are personal.
Stack