Production Ready

Essays and practical guides from the engineers at Cloud Posse.

Selected writing

The Most Expensive Lie in Cloud Engineering

Teams keep telling themselves infrastructure is simple. “It’s just Terraform.” “A contractor can clean it up.” Here’s what those assumptions actually cost.

Erik Osterman·Apr 20, 2026·Terraform
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Why Building From Scratch is Hard

Learn why building AWS infrastructure from scratch is more complex, slower, and riskier than teams expect — and how successful teams avoid common pitfalls to accelerate delivery.

Erik Osterman·Jan 7, 2025·AWS

SOC 2 Made Simple

Learn why SOC 2 compliance is an implementation problem, not a paperwork problem—and how the right AWS foundation turns controls into code and evidence into automation.

Erik Osterman·Oct 7, 2025·AWS

Why You Shouldn't Reinvent Your AWS Architecture

Why a battle-tested, opinionated reference architecture is a better starting point than building a custom AWS architecture from zero — and how successful teams avoid common traps.

Erik Osterman·May 15, 2025·AWS

Adopt a Framework

Why developer experience in infrastructure is stuck — and why bringing frameworks to IaC is the key to moving faster, safer, and smarter in the cloud.

Erik Osterman·Jan 10, 2025·Frameworks

Why Companies Choose Cloud Posse

What makes Cloud Posse a uniquely credible, trustworthy partner for building AWS cloud platforms — and why engineering leaders at publicly traded companies, fintechs, and startups trust our model.

Erik Osterman·Mar 4, 2025·AWS

Read together

Twenty-one production infrastructure decisions, followed by concrete examples of addressing them with Atmos.

  1. 01 / The decisions

    Terraform the Hard Way

    A guided checklist of every decision you'll make on the road from `terraform apply` to production. Not a recommendation — an education. Borrowed in spirit from Kelsey Hightower's 'Kubernetes the Hard Way.'

    Erik Osterman·May 8, 2026·Terraform
  2. 02 / The framework

    Terraform the Easy Way

    The companion to 'Terraform the Hard Way.' Same twenty-one crossroads, framed against what each one looks like under a framework that's already made the decisions. With concrete Atmos snippets at every step.

    Erik Osterman·May 9, 2026·Terraform

Latest writing

  • Shipping Faster with Confidence

    Scanners are good at finding vulnerabilities. The hard part is managing what they find while engineering velocity keeps climbing. Here's why shift-left security has to mean guardrails, not gates.

    Erik Osterman·Jul 23, 2026·AI
  • Build Your IDP Last

    An internal developer platform is the icing on the cake — the reward for getting the foundation underneath into shape. Here's what I've learned about when the icing actually delivers, and why a framework matters more than the portal.

    Erik Osterman·May 5, 2026·Platform Engineering
  • AI and Services

    There's an anxiety running through services businesses about AI. They have it backwards. When the busywork disappears, what's left is the part that actually matters.

    Erik Osterman·Mar 25, 2026·AI
  • Vibe Years

    AI is expanding the possibility space faster than we can build. Traditional metrics can't capture what's happening. Here's a new way to think about it.

    Erik Osterman·Mar 18, 2026·AI
  • Open Source Modules Post-AI

    Open source Terraform module libraries are infrastructure's equivalent of npm and PyPI—battle-tested foundations that become even more critical when AI enters the picture.

    Erik Osterman·Feb 17, 2026·Open Source
  • Own Your Infrastructure

    AI leveled the playing field. You don't need vendor platforms anymore. Here's what real infrastructure ownership looks like and why it's your strategic advantage.

    Erik Osterman·Feb 15, 2026·Infrastructure as Code
  • Terraform in the AI Era

    Generative AI doesn't replace infrastructure as code—it supercharges it. Here's why IaC is the perfect foundation for agentic development.

    Erik Osterman·Jan 28, 2026·Terraform
  • More AWS Accounts Than You Think

    Your lead engineer thinks 10 AWS accounts is overkill. Here's why starting clean is weeks of work, while untangling later is 6-12 months of migration pain.

    Erik Osterman·Dec 19, 2025·AWS
  • Service-Oriented Terraform

    Infrastructure as Code follows the same architectural principles software engineering established decades ago. Here's why service-oriented patterns fit infrastructure at enterprise scale.

    Erik Osterman·Nov 30, 2025·Terraform

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