Autonomous agent villages on consumer iron · AI infrastructure · Security research
I build systems that operate themselves — then document how they broke, and upstream the hard parts.
The estate: an autonomous multi-agent fleet that supervises its own daemons, routes its own inference, and files its own work orders — living on one consumer desktop with a 24 GB GPU and a $0 API budget.
| Project | What |
|---|---|
| tau | The coding agent — terminal CLI + SDK, subagents, native Rust hot path. If you learn one thing here, learn this |
| estate | The control plane — mise toolchain SSOT, the pitchfork process table (100+ supervised daemons), fleet UI, the anomaly program |
| hephaistos | The smith — 71-plugin MCP agent platform; one contract-pure core, plugins that build agents |
| rig | The agent operating system — Rust runtime where the village's named rigs live, schedule, and talk |
| ranch | The service catalog — gem routers (rhodochrosite/bornite/azurite), the squawk fleet bus, model registries (mimetite) |
| roundup | Evaluate and enhance LLM deployments for real-world inference |
| eidolon | Sprite forge — AI-generated pixel citizens for the fleet dashboard, image-gen behind one API |
I PR mainline repos, not forks of forks.
effusionlabs.com/consulting — Creative Technical Consulting.
Emergency threat neutralization. Hallucination elimination. Hardened release systems. Adversarial architecture.
Not a discovery call. Threat assessment and triage.
Go · Rust · TypeScript · Python · Bash · C++ — 100+ repos, 12+ years shipping.