Posts Tagged automation

Pulumi has a lot of engineers. It has marketers, solution architects, developer advocates. Everyone has something to contribute to docs and blog posts — domain expertise, hard-won lessons, real-world examples. What they don’t all have is familiarity with our Hugo setup, our style guide, our metadata conventions, or where a new document is supposed to live in the navigation tree. I joined Pulumi in July 2025 as a Senior Technical Content Engineer. A few weeks in, my sole teammate departed. The docs practice was now, functionally, me.

The problem was clear enough: how do you take one docs engineer’s accumulated knowledge and make it available to everyone who needs it, without that engineer becoming a bottleneck?

I started packaging it. Here’s what that looked like in practice.

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In my previous post about the Ralph Wiggum technique, Claude Code built a complete serverless URL shortener on AWS. The setup included Playwright MCP for end-to-end testing. It worked. But I kept wondering if there was something better for AI-driven browser automation. Then Vercel released agent-browser, and I had to try it.

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I was about to do something that felt either genius or completely reckless: hand over my AWS credentials to an AI and step away from my computer. The technique is called “Ralph Wiggum,” named after the Simpsons character who eats glue and says “I’m in danger” while everything burns around him. And honestly, that felt about right for what I was attempting.

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The IDE is dying, and so is tool calling. OpenAI is not going to win. And next year, you’re going to be shipping code that you’ve never reviewed before, even as an experienced engineer.

These are bold claims, but the way we use AI in 2026 for coding and agents is going to look completely different. In this post, I want to cover my predictions and why they matter right now for DevOps engineers. Some of these are definitely hot takes, but that’s what makes this conversation worth having.

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Welcome to the fourth post in our IDP Best Practices series. Today we’re diving into the world of drift detection and remediation, those critical day 2 operations that keep your infrastructure aligned with its intended configuration long after the initial deployment.

You’ve built a beautiful platform with robust guardrails, comprehensive templates, and well-defined golden paths. Your developers are productive, deployments are smooth, and everything seems perfect. Then reality hits. An on-call engineer makes an emergency change through the AWS console during a 3 AM incident. A team member tweaks a security group rule to debug a connection issue and forgets to revert it. Auto-scaling adjusts capacity based on load patterns. Before you know it, your actual infrastructure has quietly diverged from what your code describes.

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It’s funny how technology has a way of sneaking back into your life just when you think you’ve moved on for good. Jenkins and I have quite the history. Think of it as that reliable but slightly temperamental friend from your college days who you haven’t seen in years.

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