AgentOps: The Next Evolution of DevOps for AI

Introduction

DevOps has revolutionized software delivery by making deployment, monitoring, and feedback continuous. However, AI-driven systems are pushing those practices into new territory. Once applications start using Large Language Models (LLMs), retrieval pipelines, tool-calling workflows, and autonomous agents, classic DevOps is no longer enough.

The Problem with Traditional DevOps

Traditional DevOps focuses on deploying code, but with AI-driven systems, you're not just deploying code - you're operating behavior.…