site reliability engineering
DataAgent Emerges From Stealth To Bring Autonomous Remediation to Kubernetes
DataAgent emerged from stealth today with $10 million in pre-seed funding and an agentic AI platform designed to fix production problems inside Kubernetes environments without waiting for a site reliability engineer to ...
The Hidden Cost of “Just Works” Load Balancing in a Service Mesh
If you’re running a multi-AZ Kubernetes cluster with a service mesh on top, there’s a good chance you’re paying a tax you never signed up for, and it won’t show up as ...
Why Kubernetes Reliability Is Now a Machine-Speed Problem
Kubernetes incidents now unfold at machine speed. AI-driven systems help SRE teams identify root causes faster ...
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 ...
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 ...
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 ...
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 ...
