AI Agent Management · Rick Wong

AI agents need operating systems.

Turn scattered AI work into managed memory, clear ownership, and better operating decisions.

This is a field-notes publication for personal agents, AI-native teams, and the people responsible for what happens next. The point is work that can remember, explain, and improve itself.

START

One workflow

MAKE

One artifact

LEARN

One review loop

Choose the next layer

A publication with more than one door.

Start with the field guide, a personal agent, the public lab, or the About page. The current sellable door is for a high-cost service business that wants one inspectable run.

The expensive failure

AI work spreads faster than the operating system around it.

One team launches pilots. Another lives in a chat window. A third connects tools. Leadership asks for leverage. The facts needed to decide, hand off, or repeat the work stay split across threads, docs, CRM records, and a few people's heads. Speed goes up. Memory does not.

An operating system gives the work a source, an owner, a gate, an artifact, and a review loop.

01

Source

Where the durable facts, decisions, and last working context live.

02

Owner

Who is accountable for quality, action, and escalation.

03

Gate

Where human judgment is required before the system acts.

04

Artifact

The brief, handoff, decision record, or run the work produces.

05

Review

The scorecard and cadence that turn outcomes into better behavior.

From the operating edge

Latest field notes

Browse the library ↗
01
Ai Native Operating ModelAi Operating System

The Human Should Not Be the Integration Layer

Harness engineering places AI inside the workflow. Loop engineering connects implementation to production feedback without making a human carry every step.

03
Ai Native Operating ModelAi Operating System

Give AI What Only You Can Give It

Prompting is clear communication about goals and constraints. Context engineering gives AI the private, current information it cannot find on its own.

OPTIONAL NEXT MOVE / ONE JOB

One job your service business already does.

I put an operator agent on one job your service business already does. It keeps memory, it waits at a gate, and I show you the run. If the run holds, you can keep that job, or we turn it into the first line of an AI-native team or a service-as-software product. The first return is one inspectable run. There is no calendar hold.

See the one-job offer