MTTR reduction Archives

metrics, agents, ai, cloud-native, cloud native, project, istio, ambient, architecture, modules, cloud native, CCoE Kubernetes Virtana CrowdStrike cloud native

Measuring AI-Driven Automation: The Metrics That Prove Whether Your Platform is Actually Getting Smarter

AI is reshaping cloud-native operations, but old automation metrics mislead. Learn the modern KPIs—MTTR, action quality, autonomy and cognitive load reduction ...

SRE High-Level History of the Container Ecosystem

How SREs are Using AI to Transform Incident Response in the Real World

Traditional incident response can’t keep pace with today’s complex, multi-cloud environments. Discover how AI-augmented SRE frameworks reduce MTTR, automate remediation, and strengthen reliability through a five-stage maturity model and modular architecture powered ...

Manvitha Potluri | November 5, 2025 | AI incident response, AI operations, AIOps, anomaly detection, autonomous remediation, cloud native, DevOps automation, event correlation, feedback-driven automation, intelligent observability, MTTR reduction, multi-cloud, observability, reliability engineering, root cause analysis, site reliability engineering, SLA compliance, SRE

microservices, opentelemetry, data, Grafana, OpenTelemetry Argo NeuVector Extends Red Hat OpenShift Availability

Why Agentic SREs Require Active Telemetry in Kubernetes

Discover how Active Telemetry enables Agentic SREs to move from reactive firefighting to autonomous diagnosis and proactive reliability in Kubernetes ...