Auto agent - Self improving domain expertise agent

Someone opensource an ai agent that autonomously upgraded itself to across multiple domains in < 24 hours…. then open sourced the entire thing but here’s why it actually works: - agents fucking suck, not because of the model, because of their harness (tools, system prompts etc) - Auto agent creates a Meta agent that tweaks your agents harness, runs tests, improves it again - until it’s at its goal - best part: you can set this up for ANY task.