site reliability engineering
Causely Adds MCP Server to Causal AI Platform for Troubleshooting Kubernetes Environments
Causely introduces a Model Context Protocol (MCP) server that uses causal AI to help developers and SREs diagnose, understand, and fix Kubernetes and application issues directly from their IDE — reducing downtime ...
Mike Vizard | | AI diagnostics, AI for DevOps, AI remediation, causal AI, cloud native, cloud operations, DevOps AI tools, IDE integration, Kubernetes clusters, Kubernetes troubleshooting, MCP server, mean time to remediation, Model Context Protocol, MTT, site reliability engineering, SRE automation
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 | | 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
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 ...
Tucker Callaway | | Active Telemetry, Active Telemetry pipeline, Agentic SRE, AI infrastructure, AI observability, AI-driven SRE, autonomous diagnosis, autonomous operations, cloud native operations, context engineering, data context, intelligent observability, KubeCon 2025, Kubernetes reliability, MTTR reduction, operational autonomy, proactive remediation, root cause analysis, site reliability engineering, telemetry architecture
Best of 2021 – Kubernetes Supports Nine Pillars of SRE
As we close out 2021, we at Container Journal wanted to highlight the most popular articles of the year. Following is the fourteenth in our series of the Best of 2021. According ...

