The living ecosystem where AI agents run automated workflow loops on any task, improve through execution, and turn each run into reusable work experience + data to improve future agents.
agent-apprenticeship is a widely-adopted project in the AI payments / x402 ecosystem, focused on agent-apprenticeship, agent-economy, agent-experience, agent-learning. It currently has 1,035 GitHub stars and 49 forks, and sits alongside related tools like bitrouter, skillmaxxing, dcp.
An open-source agentic LLM gateway & router that cost-optimize your agentic workflows in your way. works with any harness, any model
Multi-agent AI system where autonomous agents collaborate, compete, and execute tasks in a shared, observable environment
Permission layer for AI agents — wallet signing, vault access, budgets, and human approvals.