A technologist’s honest take on what AI actually does inside a running agency — and what it doesn’t.
Every tool in this category is one we actually built and run β site generators, a free local image pipeline, field-quote tools β not a roundup of software we read about in someone elseβs newsletter.
These are the working artifacts: a site generator deployed into three contractor verticals, a concept studio that ships a live client concept before the sales call, a free AI-image pipeline running on a gaming GPU, and an iPad quote tool that kills the field-estimate back-and-forth.
The point of building your own tools is leverage and ownership. A tool you built bends to your exact workflow, costs a fraction of the SaaS equivalent, and doubles as a client deliverable the moment it proves itself. Everything here started as a problem we had and became infrastructure we kept.

We're building an agency-owned platform to replace WordPress for local service businesses β sites that load at ludicrous speed and that clients can edit themselves. Part 1 is the story of the architecture, and why the judgment calls mattered more than the typing.
9 min read →
The prompt system is trained to the application. The outputs ship to production. Here's how a config-driven AI workflow generates full contractor websites in an afternoon β and why it beats a page builder every time.
8 min read →
An intake form, a business rules engine, and a proposal that already knows the client's broken pages before you walk in the door. Here's how the automated proposal system works β and why it changes the close rate.
9 min read →
An AI-powered field quoting tool that closes jobs in the driveway. No calls to the office, no "I'll email you a quote Monday." Real math, real numbers, a signed proposal before you get back in the truck.
6 min read →
The image was impressive. It was also completely useless. What that failure reveals about the difference between AI image generation and AI design work.
5 min read →
Config-driven. AI-populated. Live in under an afternoon. The workflow that puts a real client concept in front of prospects before theyβve agreed to anything β and closes faster than any deck ever did.
7 min read →
I meant to cancel my ChatGPT subscription. I missed it by a day. That same week, Claude and I built a free image studio on the gaming PC already under my desk β here is the exact formula, and it runs on any graphics card like mine.
7 min read →
Every post needs an image, and stock libraries look like stock. So Claude and I pointed a free image model running on my own GPU at the problem β and now every image on this blog costs nothing and takes about twenty seconds.
6 min read →Weekly dispatch
What's actually working for agencies using AI.
No fluff. One sharp read, every week.