How a job moves through my AI team
It runs like a good crew on event day. Everyone knows the plan and their station before they start, and nothing goes out the door until someone else has checked it. Here's how one run works, from my goal to the live site.

The steps
- Who
- Patrick
- In
- what I want
- Out
- the goal for the run
I say what I want in plain words, the way I'd explain it to someone on their first day.
- Who
- a planning session
- In
- the goal
- Out
- work orders in lanes
The plan breaks the goal into work orders. A work order is one written job with its own test for when it's done. The orders go into lanes, and a lane is one AI builder's to-do list on one of my three machines.
- Who
- builder lanes
- In
- a work order
- Out
- the finished work
The lanes work at the same time, and each job gets its own copy of the code so nobody's work collides. A separate agent writes the tests from the work order alone, before it ever sees the builder's code.
- Who
- the gate seat
- In
- the finished work
- Out
- passed, or sent back
The gate is an AI checker that never builds anything itself. It grades the work against the order's own test and reads the result for itself.
- Who
- the gate and the builder
- In
- the reason it failed
- Out
- the fix
A bounce means the work goes back with the reason, and the builder fixes only that. If a job bounces twice, it stops and waits for a person.
- Who
- the merge gate
- In
- work that passed
- Out
- the main code
Merging means the finished work joins the main code. Only work that passed the gate gets merged.
- Who
- Patrick
- In
- the questions and held jobs
- Out
- my yes or no
Questions that need me come through my fleet office, never more than three at a time, and I answer from wherever I am. Anything that goes live, deletes something or costs money waits for my ruling on that one job.
The branches
Seven branches do the work, and executive assistants pass it between them so each job reaches the team that owns it.
CTO · the dev team
Builds the software. A chief engineer reviews every change, and leads for the front end, back end, database, app connections and testing each run a small crew of juniors.
CFO · finance
Keeps the books, watches the cash, builds the budget and forecast, and handles tax work.
COO · operations
Keeps day-to-day work on schedule and inside the rules, and looks after hiring and training.
CAO · writing and AI quality
Owns the words on every page and the instructions every agent works from, and keeps AI spending in check.
CMO · marketing
Shapes the brand, brings in demand, plans content and measures what's working.
Tax representation
Handles IRS exams, collection cases and notices.
CPA attest
Runs audits and other independent reviews that vouch for a company's numbers, walled off from the finance branch so it stays independent.
The rules
- The agent that builds something never grades it.
- A work order is done when its own test says so, and the result is read, never assumed.
- Two bounces and a job stops until a person clears it.
- Nothing gets deleted without a checked copy and my sign-off.
- Nothing goes live and nothing gets paid for until I rule on it.
