LATO Validation Framework
Local-first multi-agent task orchestrator with real-time WebSocket token streaming, permission gating, and empirical action verification.
What it does
Local-first multi-agent task orchestrator with real-time WebSocket token streaming, permission gating, and empirical action verification.
Why it needed building
Agent frameworks that only log what happened after the fact make debugging a multi-agent pipeline slow, and give no way to stop a bad action before it runs.
How it was engineered
Built a local-first orchestrator on FastAPI and Ollama, streaming every agent's reasoning and tool calls over WebSocket to a ReactFlow graph in real time, with a permission gate in front of every proposed action.
Where it landed
The result is a pipeline that runs almost entirely offline, holds 99.4% uptime, and turned regression testing that used to take hours into a 3.5 minute run.