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Policy-as-Code: WTF Is It?by@z3nch4n
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Policy-as-Code: WTF Is It?

by Zen ChanDecember 2nd, 2024
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Policy-as-Code (PaC) automates cloud policy management and simplifies the process. PaC turns policies into code, automating enforcement for consistent application across systems. Key applications include: Security policies for cloud access, compliance with HIPAA and GDPR, Zero Trust infrastructure rules.
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Even Your Policies Deserve Automation (And Maybe a Hug)

Let’s face it: Managing cloud policies manually can be risky. Luckily, there’s Policy-as-Code (PaC), which automates cloud policy management and simplifies the process. With PaC, you can avoid security issues and ensure compliance without much effort. Let’s replace chaos with clarity for easier cloud policy management.


PaC turns policies into code, automating enforcement for consistent application across systems. Key applications include:

  • Security policies for cloud access
  • Compliance with HIPAA and GDPR
  • Zero Trust infrastructure rules

Definition of Policy-as-Code (PaC), According to NIST and CISA

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Policy-as-Code (PaC) integrates policy definition, automation, and enforcement to drive continuous security and compliance within software and systems. Regulatory entities like NIST and CISA provide significant insights into concepts closely aligned with PaC, supporting its adoption in modern cybersecurity frameworks.


Here’s how they define and contextualize it:

NIST: Policy-as-Code in Cybersecurity Frameworks

While NIST doesn’t explicitly define Policy-as-Code, its principles align with the broader themes in their Special Publication (SP) 800 series. NIST emphasizes embedding security and compliance into development, deployment, and operational processes through automation and codification of policies. Essentially, PaC operationalizes cybersecurity policies by automating their enforcement and integrating them into system lifecycles.


  • NIST Special Publication 800–204C: “Security of Cyber-Physical Systems” highlights the critical importance of automated security and policy enforcement within system frameworks. The document underscores the need to seamlessly integrate security policies into every stage of a technology’s lifecycle, making it a valuable resource for organizations implementing PaC.


  • NIST Special Publication 800–53: “Security and Privacy Controls for Information Systems and Organizations” provides a comprehensive framework for security controls that can be automated through PaC. This publication outlines control families and requirements that organizations can implement programmatically, ensuring consistent policy enforcement across systems.

CISA: Enabling Zero Trust and Modern Cyber Defenses

CISA advocates for Policy-as-Code through its efforts to modernize cybersecurity toward automated, adaptive, and resilient defenses. In particular, CISA links PaC initiatives to the enforcement of Zero Trust Architecture (ZTA) principles, where automated policy codification enables real-time responses to emerging threats and maintains security across diverse environments.


  1. CISA’s Zero Trust Maturity Model: This model emphasizes automating policy enforcement as critical to achieving Zero Trust. Organizations can operationalize ZTA practices with PaC, ensuring policies remain consistent, adaptive, and scalable across environments. Explore the Zero Trust Maturity Model


  2. CISA Cyber Defense Resources: CISA provides various resources supporting the integration of automated security frameworks into operational processes. These resources advocate for codified policies as a way to strengthen compliance while reducing reaction time to potential threats. Access CISA Cyber Defense Resources

NIST vs. CISA: A Unified Vision for Policy-as-Code

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While their approaches differ slightly, NIST and CISA share a common goal: embedding security policies into software systems to modernize and automate cybersecurity practices. Together, these perspectives underline the transformational potential of Policy-as-Code.


By marrying policy automation with robust frameworks, organizations can create more agile, adaptive, and compliant systems — key to surviving today’s ever-evolving threat landscape.

Wait, Policy-as-What Now?

If you’re scratching your head wondering if engineers have started turning everything into code (Spoiler: They have), let me break it down. Policy-as-Code is all about writing, testing, and enforcing cloud policies using — you guessed it — code. It’s like upgrading your messy policy spreadsheet to a sleek, automated robo-assistant that yells at you before you do something dumb. (Kindly, of course. No judgment here.)


The big idea? Consistency, scalability, and automation. Instead of manually setting a thousand security rules — or worse, relying on vibes alone — you define those policies in code. Once written, they can be applied programmatically, validated through pipelines, and enforced without lifting a finger. Think of it as ordering your policies the way you wish life operated: consistent, efficient, and without surprises.

Why You (and Your Policies) Should Care

Let’s paint a picture:

You’re deploying a shiny new application in the cloud. You’re confident it’ll be secure because you’re careful, right? Sure, until human errors creep in. Maybe a team member accidentally allows unrestricted ingress to a database, or you forget that one account still uses “password123.” Mistakes happen, but with Policy-as-Code, they’re caught before they become tomorrow’s headlines.

What Makes PaC Indispensable?

  • Automation FTW: Define policies once, and let your automation tools handle the heavy lifting.


  • Version Control: Policies are code, which means they live in version control systems — say goodbye to the Excel sheet chaos.


  • Testing Like a Pro: You can test policies in your CI/CD pipeline exactly like you would test software. That means no more flying blind when deploying to production.


Besides, isn’t it satisfying to know future-you gets to sleep soundly instead of being woken up at 3 a.m. by some compliance disaster?

Tools of the Trade: Making Policy-as-Code Your BFF

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Now, to the real meat of the conversation: tools. Fortunately, there’s no shortage of options to help you get started. And the best part?


They’re so good, they might just become your work besties (or frenemies — tools have feelings too).

  1. CloudGuard Spectral: If you’re looking for a tool that sniffs out issues faster than your dog finds snacks under the couch, Spectral is your go-to. It scans for policy violations in code repositories, pipelines, and beyond so you can squash problems before they become full-blown messes. Think of it as your very smart (and very polite) code cop.


  2. OPA (Open Policy Agent): Ah, the Swiss Army knife of Policy-as-Code. This open-source gem lets you define policies in Rego (their query language), covering everything from Kubernetes access rules to Terraform configs. Just don’t let ’em tell you JSON can’t be fun — OPA makes it possible.


  3. Terraform Cloud Policy-as-Code Framework: If Terraform is the peanut butter to your infrastructure jelly, their policy framework is the layer of crunchy security goodness you’ve been missing. Write Sentinel policies that prevent infrastructure disasters before they happen. (No, you can’t deploy that S3 bucket as public. And why were you trying?)


  4. Kubernetes Admission Controllers: For the container enthusiasts out there, this is how you do Policy-as-Code right on your Kubernetes clusters. Policies block shady deployments before they hit your pods. It’s like having a bouncer at the door of your Kubernetes clubs: “No shoes, no policies, no service.”

Okay, But What’s the Catch?

I’m not saying Policy-as-Code is all sunshine and rainbows. Getting started can feel like learning to juggle chainsaws — one wrong move, and you might feel like you’ve signed up for too much. Writing policies, choosing tools, and getting buy-in from your team can be daunting. But once the wheels are in motion? Chef’s kiss.


The good news: tons of templates and community examples exist to help you avoid reinventing the wheel. You’re not alone. Even better, PaC tools continually improve — so no, you don’t need to write a novel’s worth of policies before shipping your platform.

Wrapping It Up (Like a Policy-Loving Burrito)

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Policy-as-Code isn’t just a trendy buzzword; it’s the cheat code for building a secure and scalable cloud setup. It’s about automating away the drudgery, making policies consistent, and catching mistakes before they become existential crises. And while no one starts out loving YAML (seriously, who invented indentation errors?), once you see it in action, you might just feel a tiny spark of affection.


So, the next time someone complains about compliance being “boring,” hand them a Policy-as-Code tool and watch the magic unfold. Sure, you might not get an immediate thank-you, but trust me, you’ll be their hero the next time a nightmare-inducing misconfiguration is stopped dead in its tracks.


May InfoSec Be With You!