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Agents, MCP, and Kubernetes, Part 4

Agents, MCP, and Kubernetes, Part 4

Learn how to observe and operate AI agent platforms on Kubernetes using Istio Ambient Mode, Kiali, AgentGateway, and Prometheus, with practical guidance on performance, reliability, and governance.

Prashant Ramhit & Yevhen Khvastunov

Running WebAssembly Workloads on k0s: A Complete Guide

Running WebAssembly Workloads on k0s: A Complete Guide

Learn how to run WASM applications on kubernetes with k0s

Prashant Ramhit

Agents, MCP, and Kubernetes, Part 3

Agents, MCP, and Kubernetes, Part 3

Learn how to implement application-level security and intelligent routing for AI agents and MCP servers using kGateway and AgentGateway. Part 3 of a three-part series exploring production-ready agentic architecture

Prashant Ramhit & Yevhen Khvastunov

Agents, MCP, and Kubernetes, Part 2

Agents, MCP, and Kubernetes, Part 2

Learn how to Secure AI agents and Model Context Protocol (MCP) servers on Kubernetes with Istio Ambient Mode. Part 2 of a three-part series exploring production-ready agentic architecture.

Prashant Ramhit & Yevhen Khvastunov

How Model Context Protocol (MCP) Changes AIOps

How Model Context Protocol (MCP) Changes AIOps

A proof of concept, Nightcrier, for an automated triage system that receives events via MCP and general-purpose AI agents to investigate Kubernetes failures in near real-time using a combination of Agent Skills, MCP servers, and native APIs.

Randy Bias

Today's General Purpose Agents Don't Understand Ops

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

Anthropic Releases Agent Skills to Public Domain

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

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

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 four-part series exploring production-ready agentic architecture.

Prashant Ramhit

Graphs in your head, or how to assess a k8s workload

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