Aiops

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

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

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