DevOps & Infrastructure
SRE for AI Applications: Service Level Objectives (SLOs) & Error Budget Management
Establish site reliability engineering standards for LLM applications: 99.9% availability, latency SLOs, and automated rollback triggers.
3 min
Defining Realistic AI SLOs
Unlike traditional microservices with 50ms SLOs, generative AI SLOs track TTFT (< 800ms for p95) and token generation success rate.