#site-reliability-engineering

#site-reliability-engineering

LLMs can assist SREs but cannot yet reliably perform autonomous root-cause analysis for production incidents and still require human guidance for complex faults.

Integrating LLM interfaces with continuously updated causal models and abductive inference enables accurate, explainable root cause identification and effective remediation in complex cloud-native systems.

Microsoft is enhancing AI tools by integrating agentic AI into workflows to improve operations and site reliability engineering.