The Dark Factory Pattern for Infrastructure: Running Pulumi Lights-Out

Engin Diri Engin Diri
The Dark Factory Pattern for Infrastructure: Running Pulumi Lights-Out

The original dark factory was Fanuc’s robotics plant in Oshino, Japan, where the lights are off because nobody is on the floor. Robots build robots. Parts move through the line for weeks at a time without a person walking past them.

The same pattern is now showing up in software. Three engineers at StrongDM shipped roughly 32,000 lines of production code without writing or reviewing any of it. Stripe’s “Minions” agent system merges over a thousand pull requests every week. In January, Dan Shapiro of Glowforge published a five-level autonomy ladder that landed cleanly enough to become the shorthand most people now use, and BCG put out a piece calling it the dark software factory.

Almost every public writeup so far is about application code. The harder question is what this looks like for infrastructure.

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Connect Any Git or Mercurial Repo to Pulumi with Custom VCS

Michael Fallihee Michael Fallihee
Connect Any Git or Mercurial Repo to Pulumi with Custom VCS

Custom VCS is a new Pulumi Cloud integration that connects any Git or Mercurial version control system to Pulumi Deployments using webhooks and centrally managed credentials. Pulumi Cloud already has native integrations with GitHub, GitLab, and Azure DevOps, but if your team uses a self-hosted or third-party VCS, you’ve been limited to manually configuring credentials per stack with no webhook-driven automation. Custom VCS closes that gap.

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Neo's Integration Catalog: Give Your Agent Access to the Tools It Needs

Pulumi Neo Team Pulumi Neo Team
Neo's Integration Catalog: Give Your Agent Access to the Tools It Needs

Neo already helps your team manage Pulumi infrastructure, but no infrastructure team works inside Pulumi alone. Pages come from PagerDuty, telemetry from Datadog or Honeycomb, follow-ups from Linear or Jira. Most of the job is shuttling context between those tools.

Today we’re launching the Integration Catalog for Pulumi Neo: one place to connect Neo to the tools your team already uses, so your agent has the context it needs to help.

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Agent Sprawl Is Here. Your IaC Platform Is the Answer.

Engin Diri Engin Diri
Agent Sprawl Is Here. Your IaC Platform Is the Answer.

Somewhere in your company right now, a developer is building an AI agent. Maybe it’s a release agent that cuts tags when tests pass. Maybe it’s a cost agent that shuts down idle EC2 overnight. It’s running, it’s in production, and there’s a decent chance the platform team doesn’t know it exists.

This isn’t a thought experiment. OutSystems just surveyed 1,900 IT leaders and the numbers are rough: 96% of enterprises run AI agents in production today, 94% say the sprawl is becoming a real security problem, and only 12% have any central way to manage it. Twelve percent. You can read the full report here.

The real question is where those agents run. Inside the platform you’ve already built, or somewhere off to the side where nobody on the platform team can see them.

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Bitbucket Cloud Meets Pulumi Cloud

Luke Ward Luke Ward
Bitbucket Cloud Meets Pulumi Cloud

Pulumi Cloud now supports Bitbucket Cloud as a first-class VCS integration, joining GitHub, GitLab, and Azure DevOps. Connect your Bitbucket workspace to deploy infrastructure on every push, preview changes on pull requests, spin up ephemeral review stacks, and get AI-powered change summaries — all without an external CI/CD pipeline.

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Superpowers, GSD, and GSTACK: Picking the Right Framework for Your Coding Agent

Engin Diri Engin Diri
Superpowers, GSD, and GSTACK: Picking the Right Framework for Your Coding Agent

Three community frameworks have emerged that fix the specific ways AI coding agents break down on real projects. Superpowers enforces test-driven development. GSD prevents context rot. GSTACK adds role-based governance. All three started with Claude Code but now work across Cursor, Codex, Windsurf, Gemini CLI, and more.

Pulumi uses general-purpose programming languages to define infrastructure. TypeScript, Python, Go, C#, Java. Every framework that makes AI agents write better TypeScript also makes your pulumi up better. After spending a few weeks with each one, I have opinions about when to use which.

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