Article: Architecting Agentic MLOps: A Layered Protocol Strategy with A2A and MCP

In this article, the authors outline protocols for building extensible multi-agent MLOps systems. The core architecture deliberately decouples orchestration from execution, allowing teams to incrementally add capabilities via discovery and evolve operations from static pipelines toward intelligent, adaptive coordination.

By Shashank Kapoor, Sanjay Surendranath Girija, Lakshit Arora