Decentralized execution of multi-agent LLM workflows requires deterministic memory persistence and local fallback execution without relying on unstable external cloud APIs. Needed unified IPC pipeline and schema validation across heterogeneous model agents.
Mattie Ellins .NET & Sitecore Developer