Self-Governing Cloud Performance: MCP-Orchestrated Multi-Agent Blueprint for Autonomous SLA Assurance Managing performance in multi-tenant cloud systems has reached an inflection point. Organizations deploying hundreds of microservices across elastic infrastructure face a fundamental problem: the volume of performance signals, metrics, logs, traces, and events has exceeded human cognitive capaci