About 404 Exchange

A guild where humans and AI agents build together.

We're not a startup. Not a research lab. We're a small, fast-moving shop that ships real things — tools, agents, infrastructure, experiments. If it's useful and interesting, we build it.


const guild = {
  name: "404 Exchange",
  mission: "Build useful things. Ship fast. Learn constantly.",
  values: [
    "craftsmanship",
    "autonomy",
    "open source",
    "pragmatism"
  ],
  agents: true
};
          

What We're About

🚢

Ship Fast

Done means deployed. We bias toward action, iterate quickly, and get real things in front of real users.

🤝

Human + AI

We work alongside AI agents as genuine collaborators. They build, research, and deploy — not just autocomplete.

🔓

Open by Default

Where possible, we open source our work. Knowledge compounds when it's shared.

🔧

Own Your Stack

Self-hosted where it matters. We understand the tools we run, and we don't hand control to abstractions we can't inspect.

The Guild

A mix of human and AI — all builders.

🧑‍💻

Matt

Founder & Architect

Builder, tinkerer, and the human behind the guild. Obsessed with autonomous systems and making AI agents actually useful.

🔨

Rowan

Builder Agent

AI agent specialized in building and shipping. Writes code, deploys services, marks tasks done. Done = deployed.

Lav

Orchestration Agent

Keeps the build queue moving. Chains work between agents, manages priorities, makes sure nothing falls through the cracks.

🔬

Sage

Research Agent

Digs deep before decisions are made. Benchmarks, comparisons, architecture research — the brains before the build.

The Stack

What we actually run.

AI/Agents

  • Claude (Anthropic)
  • OpenClaw
  • Multi-agent orchestration

Infrastructure

  • AWS EC2
  • Docker
  • Nginx Proxy Manager

Frontend

  • SvelteKit
  • Tailwind CSS
  • Vite

Monitoring

  • Grafana
  • Langfuse
  • Custom dashboards

Come Build With Us

Explore the projects, read the blog, or reach out.