Today's General Purpose Agents Don't Understand Ops
A quick look at why today's general purpose agents like Claude and Codex are over-indexed on code development and how to change it.
Randy Bias
Recent Post
Anthropic Releases Agent Skills to Public Domain
Anthropic releases Agent Skills as an open standard: turning general-purpose agents into AIOps and Kubernetes triage assistants with repeatable, safer workflows.
Randy Bias
Troubleshooting Kubernetes with AI Agents
Using Claude Skills and an operator-in-the-loop pattern to triage production Kubernetes outages with general-purpose agents
Randy Bias
Agents, MCP, and Kubernetes, Part 1
Learn how to deploy AI agents and Model Context Protocol (MCP) servers on Kubernetes to build secure, scalable autonomous systems. Part 1 of a three-part series exploring production-ready agentic architecture.
Prashant Ramhit
Graphs in your head, or how to assess a k8s workload
A comprehensive guide to assessing Kubernetes workloads, with tools and approaches for parsing configurations, visualizing interactions, and understanding complex systems
Oleksii Kolodiazhnyi
Zero Toil AI Roundup
Exploring Model Context Protocol and the latest AI tools for reducing toil and cognitive load in engineering operations
Justin Winter
Kubernetes Control Plane Load Balancing(CPLB) Explained
Learn how k0s implements Control Plane Load Balancing (CPLB) for highly available Kubernetes clusters
Juan Luis de Sousa-Valadas