A real AI team running 4 LLMs at the same time. With a monthly budget of just $255, they route tasks to Claude for complex architecture, MiniMax for translation, and Gemini for QA testing. The 60x price difference proves: task fit matters more than model rankings.
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.
MiroFish is an open-source multi-agent social simulation prediction engine with 16,000+ GitHub stars. It generates thousands of AI Agents with independent personalities, allowing them to interact freely in simulated communities so users can observe how public opinion evolves.
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.