jeff adkins

I build robots that build things.

A few years ago I got tired of renting my tools, my data, and basically my own brain from a handful of big companies. So I started building alternatives. Then I kind of couldn't stop.

the why

Own your tools. Don't rent your mind.

The AI and cloud model we've got is digital feudalism. We rent our intelligence, our tools, and our data from a handful of lords, and we own nothing. The alternative is sovereignty: people and communities running capable AI they own, together, instead of renting it.

I'm not selling you frontier models in your basement. The economics are brutal. But capable AI, quantized models on the consumer and edge hardware you already own, pooled into something a community can run, that's arriving now. The real gap is the tooling to make it work for the rest of us, and that's what I build.

the workshop

Things off the bench.

Chump

Rust · AGPLv3 · public

A Rust coordinator that runs a fleet of AI coding agents on your own keys and your own hardware, with a cost governor so the meter stays honest. I built agent fleets five times before this one worked. Named it Chump so I'd remember who was doing the learning.

brew tap repairman29/chump && brew install chump

Honest status, real and actively built. 14 crates on crates.io, a 4-platform Homebrew tap, AGPLv3 app + Apache-2.0 crates. Young: early on stars and adopters. Real, not finished.

upshift

CLI · public

AI-powered dependency upgrades that explain what breaks, run your tests, and roll back if they fail. The tool behind the free Upgrade Treadmill guide.

Honest status, on npm, free tier does scan, upgrade, and rollback on one repo. Early: a few dozen downloads a week, some of them me.

Froogle

curation · live

A free, local, open-source shelf that replaces rented Adobe and AI subscriptions. 22 tools road-tested on my own laptop. I didn't build the tools, I found and tested them, and made the whole page with them.

Honest status, live, 19 of 22 tools verified working, credit-forward to every builder.

The arcade

PixiJS / Phaser · playable

Four browser games, every pixel and sound generated in code: Rune Gatherer, Realm of Shadows, STARFALL, and Grave Dancer. Robots playtest the whole arcade nightly.

Honest status, all four playable now, keyboard or touch, with a feedback button right in the game.

The edge-AI line

Kotlin / Python · public

An on-device LLM server that runs entirely on a phone (point any editor at http://your-phone:9090), and a proof-of-concept that pools the phones you already own into one private inference cluster. The sovereignty thesis, small enough to hold in your hand.

Honest status, just open-sourced, after a security pass. Early and scrappy, and it runs. Three repos you can clone today.
I've got a lot of work that moves in and out of here. Check back as I publish more.

also me

Follow the white rabbit to jeffadkins.me.

Everyday-life tools like Olive and POV, the civic work (Choose Otherwise), and the essays all live over there.