Azure governance at scale is complex. Security teams manually review many resource types across multiple subscriptions. Finance can't track costs without tags. Compliance teams spend days cross-refer...

Azure SRE Agent is an AI-powered operations assistant built for incident response and governance. MCP (Model Context Protocol) is the standard interface it uses to connect to external systems and too...

Author : Reza Ramezanpour Senior Developer Advocate @ Tigera For most of Kubernetes’ life, service networking has relied on iptables. It was practical, widely available on all Linux distributions, ...

In Part 1, we introduced the App Service Observability MCP Server — a proof-of-concept that lets GitHub Copilot (and other AI assistants) query your App Service logs, analyze errors, and help debug i...

The Problem We know that logs and observability on App Service can be tricky—it's feedback we hear from customers all the time. There are many sources of information: Kudu container logs, Log Analy...

Overview Dynatrace provides a hosted MCP server that enables Azure SRE Agent to interact with the Dynatrace observability platform via SSE (Server-Sent Events) transport. Query logs, investigate pr...

This is due to the inevitable move towards fully agentic, end-to-end SDLCs. We may not yet be at a point where software engineers are managing fleets of agents creating the billion-dollar AI abstract...

Load testing is most effective when it closely mirrors real-world usage and when test infrastructure is used efficiently. We recently launched AI-assisted load test authoring which enables mirrorin...

When you deploy externally accessible applications into Kubernetes, there is usually a requirement for creating some DNS records pointing to these applications, to allow your users to resolve them. R...