Scaling Autonomous Site Reliability Engineering: Architecture, Orchestration, and Validation for a 90,000+ Server Fleet

196 · DigitalOcean · March 13, 2026, 4:10 p.m.
Summary
This blog post discusses Cloudways' journey in scaling its support operations through the development of an AI-powered Site Reliability Engineering (SRE) agent called Cloudways Copilot. It details the architecture, orchestration, and validation processes that enable the management of over 90,000 servers, highlighting the impact of AI on operational efficiency. Key challenges addressed include managing support requests, reducing downtime, and the integration of AI for troubleshooting and insights generation. The post also covers lessons learned about AI implementation in handling repetitive tasks and the importance of validating outputs.