Day 2 Operations: Drift Detection and Remediation

Mitch Gerdisch Mitch Gerdisch Josh Kodroff Josh Kodroff
Day 2 Operations: Drift Detection and Remediation

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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Grounded AI: Why Neo Knows Your Infrastructure

Engin Diri Engin Diri
Grounded AI: Why Neo Knows Your Infrastructure

Ask a generic LLM to “fix my broken deployment,” and you’ll get generic advice. Ask Pulumi Neo the same question, and you’ll get a fix plan grounded in your actual infrastructure state.

The difference isn’t about better prompts or newer models. It’s about what the AI actually knows. Generic LLMs have been trained on the internet. Neo has been trained on your infrastructure.

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Announcing Pulumi Remote MCP Server

Artur Laksberg Artur Laksberg
Announcing Pulumi Remote MCP Server

We’re excited to announce the Pulumi Remote MCP Server—a hosted service that brings AI-powered infrastructure management to any AI assistant that supports the Model Context Protocol. Connect your favorite AI assistant to https://mcp.ai.pulumi.com/mcp and instantly access your Pulumi Cloud infrastructure, search resources across stacks, and delegate complex automation tasks to Pulumi Neo.

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10 Things You Can Do With Our Infrastructure Agent, Neo

Meagan Cojocar Meagan Cojocar
10 Things You Can Do With Our Infrastructure Agent, Neo

Since launching Pulumi Neo two weeks ago, we’ve seen platform teams discover creative ways to put their newest AI teammate to work. We have also been using Neo internally for a handful of use cases. Neo shifts the conversation from “what could AI do for infrastructure?” to “what can I actually accomplish with Neo today?”

The answer is quite a bit. Here are 10 concrete workflows that platform teams can use Neo for right now, each one designed to save hours of manual work while keeping humans in the driver seat.

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How to Implement Robust Security Guardrails Using Policy as Code

Adam Gordon Bell Adam Gordon Bell
How to Implement Robust Security Guardrails Using Policy as Code

Welcome to the third post in our IDP Best Practices series, where we explore how to implement policy as code with Pulumi CrossGuard to create deployment guardrails that make self-service infrastructure both powerful and safe.

Platform engineering presents a fundamental tension: we want to enable developer velocity while maintaining security and compliance. Every platform team faces the same question: how do you give teams the freedom to deploy infrastructure quickly without compromising on safety, security, or organizational standards? The answer isn’t to choose between speed and safety, but rather to embrace automated guardrails powered by policy as code that make both possible simultaneously.

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