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From first prompt to final product

Modern software development done right. From rapid prototypes to production-ready applications, we combine decades of engineering experience with AI-assisted development to deliver software in weeks, not months.

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Vibe Rehab

Have a vibe-coded product or service that you want to turn into a real, scalable application? That's what our Vibe rehab service is about.

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AI Prototype

Have an idea you want tested fast? We build Minimal Viable Product / Proof of Concept prototypes via a defined 2-week (+pre-planning) process.

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ProjectsView all
Unofficial Amesbury

Unofficial Amesbury

Smaller cities and towns have it tough - there is a lot to running a community of 15,000+ people, but there’s not quite enough money to have dedicated people actually documenting and reporting on everything that’s happening.

ALLM

ALLM

In building LLM assisted projects, I've found that Elixir is an ideal language - but the LLM libraries have been lacking.

Quintus 2.0

Quintus 2.0

Back in the early 2010's, fresh off writing Professional HTML5 Mobile Game Development I decided to take the toy engine built in the book and push it a bit further. The result was Quintus, a fun, little, 20kb gzipped, zero-dependency game engine that could do real work.

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AUG 12, 2026

VORA: Value Over Replacement Agent

I’m not the world’s biggest baseball fan, but I’ve always loved VORP - Value over replacement player. It’s an idea I’ve riffed on numerous times for various situations - basically take an average of X and evaluate individual emails, flows, etc against that average. What do those specific X bring to the table vs. the average? What makes them special and unique?

AUG 11, 2026

AI is Mediocre (Metaphors for AI)

As many folks worry about LLMs racing towards AGI and the eventual machine apocalypse, the more I work with LLMs on coding, the more I'm coming to the opposite...

AUG 10, 2026

The Eye of Sauron (Metaphor for AI)

Claude code does amazing things. It also does blindly stupid things. Things that I wouldn't expect a first year CS student to do. Understanding how and why it...

AUG 10, 2026

Metaphors for AI Development

I've always had a soft spot for a good analogy or metaphor. I've found that there's a massive amount of understanding that can be communicated succinctly with...