Multi-Agent

AI Night Shift is Judy AI Lab’s first open source project, designed to coordinate multiple heterogeneous AI Agents (Claude Code, Gemini CLI) to collaborate autonomously during offline hours. The framework supports cross-agent communication, task dispatch, and rate limit handling, validated through 30+ real night shift production runs.

What is MiroFish? An open-source multi-agent prediction engine with 16,000+ GitHub stars. It generates thousands of AI Agents that simulate community interactions to predict public opinion, market sentiment, and group behavior — essentially letting you predict anything through social simulation.

We run a team of 6 AI agents handling everything from code development to trade execution daily. This isn’t a toy demo—it’s a real production system. This documents our journey from chaos to stability.