Dec 25, 2025

Dec 25, 2025

Inside the Architecture of an AI-Native SRE Platform

Explore the architectural components that make AI-native SRE possible.


Core Architectural Principles

AI-native SRE platforms are built around:

  • Continuous telemetry ingestion

  • Contextual intelligence

  • Autonomous agents

  • Safe execution layers

Multi-Agent Reliability Systems

Each agent specializes in a reliability function while sharing context with others. This enables complex reasoning across system layers.

Governance and Safety

AI-native SRE platforms enforce policies, approvals, and auditability to ensure safe autonomous operation.