# Man and Machine \- The \#Blueprint

![Man and Machine \- The \#Blueprint](/writing/man-and-machine/the-blueprint/assets/hero.jpg)

Wednesday afternoon I sat down for what I thought would be a quick work session\.

I ended up tightening a job description down to a one\-pager, copyediting a fintech article for publication, running a full competitive intelligence brief on an EMEA\-based authentication company entering the US, reviewing January financials to flag a pipeline issue, and upgrading an AI gateway on a server in my closet\.

Five tasks\. Five completely different domains\. One sitting\.

A year ago that would have been a full week of context switching and scattered calendar blocks\.

The difference is not that I got faster\. The difference is the architecture underneath\.

Over the past few weeks I have built a personal AI infrastructure that currently runs 9 agents, 26 skills, and 30 scheduled jobs across multiple models\.

Steve and Jamie handle a lot of the heavy lifting\. Steve scans my morning newsletters and pulls the signal from the noise\. I stopped missing the important thing buried in the twentieth email I never had time to open\. Jamie runs multi\-model research across competing platforms to find the best answer, not just the fastest one\. Another agent builds presentations from rough outlines\.

This week I wrote a 10\-section architecture manual for the entire system\. Infrastructure topology, agent roster, skills catalog, cron schedules, security posture\. I wrote it because I realized that if you are going to run an AI operation, you need to treat it like one\.

I am a payments CEO with a math education degree\. I am not a developer\. I built this entire system by describing what I wanted and iterating until it worked\. That has always been my approach: iterate to great, one careful step at a time, and never skip the boring parts\.

The result is not a product, and it is not a startup; it is just how I work now\.

I genuinely do not think I am going back\.

What is the one task you keep doing manually that you know an AI could handle if you just sat down and wired it up? Let me know \-dg

\#ManAndMachine \#CEO \#CFO \#CIO \#AI \#BuildInPublic \#Dwolla \#Fintech Dwolla \#Leadership

## Sources

- [Original LinkedIn post](https://www.linkedin.com/feed/update/urn:li:activity:7433245841148203008/)