Navigating My Own AI Revolution: Testing My Site with Playwright MCP

At this year’s PSConfEU, Jeffrey Snover — the creator of PowerShell — gave a session called Navigating the AI Revolution. One idea stuck with me: engineering is how we take something that isn’t perfect yet and make it useful anyway. With AI specifically, the answer isn’t to trust it blindly — it’s to build verification layers around it. Validate the output. Trust, but verify.

That hit a nerve, because if I’m honest I’m a bit of a perfectionist and a bit of a control-freak. AI velocity is real and I want it — but handing work to something that’s confidently wrong sometimes goes against every instinct I have. So I’ve been trying to let the reins go a little, and the thing that makes that bearable is the same thing that’s always made me comfortable shipping code: tests. This post is about one testing layer in particular — Playwright MCP — and how it lets me let go without flying blind.

The Azure Resource Manager MCP Server Hits Public Preview

Microsoft just announced the public preview of the Azure Resource Manager MCP Server — a remote, hosted MCP server that lets AI agents talk to Azure infrastructure through ARM. At this year’s MVP Summit I got proper hands-on time with this: a lab session walking through it, followed by preview access on my own tenant so I could poke at it with real resources for a while. Now everyone else gets to do the same.