Ephemeral Workspaces, durable shared history. LayerFS gives every agent a complete, writable filesystem Workspace over shared committed history, without copying the base. Agents work in parallel, commit what changed as deduplicated checkpoints, then branch, rewind or merge. Try it with LayerFS × DSH.
Joy — a local-first personal assistant. Rust core (loop / memory / tools / graph / evals), TypeScript gateways + dashboard, Python thin SDK.
A self-improving RLM agent for coding workflows and long-running autonomous tasks.
Local LLM inference server for NVIDIA SM120/SM121 GPUs, with a Python build step and a Rust serving runtime.
Incremental engine for long horizon agents 🌟 Star if you like it!