We are excited to announce the public preview of Argo CD in the Azure Portal for Azure Kubernetes Service. As GitOps becomes the standard for deploying and operating applications at scale, customer...

On the Azure Functions team, we have been exploring how AI can help with  investigating customer-reported incidents, root-cause analysis, and incident mitigation. This post shares our journey from ea...

You shipped a Python app to App Service. It worked in the demo. It works locally. In production, /chat is returning 502s — but /health is green, the deployment succeeded, the logs are quiet, and ...

Applications are rarely changed all at once anymore. Teams use feature flags, targeting rules, and progressive rollout patterns to introduce changes gradually and reduce risk. This rollout model gi...

A user submits a prompt. The agent burns through 50,000 tokens looping on a malformed tool response. Another user trips a model rate limit and the agent silently fails. A bad prompt update goes out a...

The first step of a .NET upgrade isn't code, it's assessment! That sounds obvious, but it isn't. When somebody tells you to upgrade an app, the instinct is to open the repo, bump the TargetFra...

Most MCP servers in the wild are single-instance processes. That's fine when they're driving a local Claude or VS Code session — but it's the wrong shape for a production agent fleet that has to abso...

Troubleshooting a running application often starts with SSH. To make that experience simpler for Python apps on Azure App Service for Linux, we have added new SSH helper aliases for common app, log, ...