SkillOrchestra is a new way to make teams of AI models and tools work together by thinking in terms of skills, not just picking one big model for everything.
AOrchestra is like a smart conductor that builds the right mini-helpers (sub-agents) on demand to solve big, multi-step tasks.
MegaFlow is a new system that helps thousands of AI agents practice and test big, messy tasks (like fixing real software bugs) all at once without crashing or wasting money.
Monadic Context Engineering (MCE) is a way to build AI agents using math-inspired Lego blocks called Functors, Applicatives, and Monads so state, errors, and side effects are handled automatically.