LocalYokel

Building tools for people who work with their hands and data.

Products

Sala

Live

Restaurant operations platform. Staff training, shift scheduling, allergen compliance, and operational intelligence — built for the way restaurants actually work.

Training Scheduling Compliance Multi-concept
Live demo

OpenFrame

In Development

Local-first AI agent orchestration. Multi-agent coordination with episodic memory, quality evaluation, and self-hosted infrastructure. No cloud dependency.

Multi-agent Episodic memory Self-hosted Local inference

Infrastructure

Topology 2-host homelab — workstation + training server
Inference Ollama on Intel A770, local fine-tuning
Memory Letta agents with episodic + archival retrieval
Messaging Matrix federation, Conduit homeservers
Dashboards Marimo notebooks served as Matrix widgets

About

One-person shop. I build AI systems for restaurant operations — the kind of work where a missed allergen alert or an unstaffed shift has real consequences. Sala is live in kitchens. OpenFrame is the platform underneath it.

Self-taught. Started two years ago asking what Docker was. Now I'm fine-tuning models on consumer GPUs and running multi-agent systems with persistent memory. I use the tools available to me to learn how to better use those tools. It's a virtuous cycle.