A Self-Defining Operator for Distributed Applications

The paper introduces Self-Defining Operator (SDO), an autonomous agent for keeping distributed applications healthy on Kubernetes that accumulates reusable operational knowledge. It distills resolved incidents into playbooks and telemetry-driven detectors, so LLM calls happen only when a detector fires.