In the initial exploratory phase of enterprise artificial intelligence adoption, engineering organizations prioritized prototyping speed over long-term architectural portability. Platform engineering teams selected whatever open-source agent framework captured developer mindshare in a given quarter. Some teams assembled multi-agent conversable swarms using Microsoft AutoGen; others authored directed cyclic state graphs in LangGraph; while enterprise automation units […]