https://www.infoq.com InfoQ Agent2Agent Articles feed https://www.infoq.com/articles/architecting-agentic-mlops-a2a-mcp/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Agent2Agent-articles <img src="https://res.infoq.com/articles/architecting-agentic-mlops-a2a-mcp/en/headerimage/architecting-agentic-mlops-a2a-mcp-header-1770303550343.jpg"/><p>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.</p> <i>By Shashank Kapoor, Sanjay Surendranath Girija, Lakshit Arora</i> MLOps Agents Agent2Agent Artificial Intelligence Development DevOps AI, ML & Data Engineering article Mon, 16 Feb 2026 09:00:00 GMT https://www.infoq.com/articles/architecting-agentic-mlops-a2a-mcp/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Agent2Agent-articles Shashank Kapoor, Sanjay Surendranath Girija, Lakshit Arora 2026-02-16T09:00:00Z /articles/architecting-agentic-mlops-a2a-mcp/en