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AuthorJimmy Ray

In today's cloud native world, where we automate as much as possible, everything is code. With this practical guide, you'll learn how Policy as Code (PaC) provides the means to manage the policies, related data, and responses to events that occur within the systems we maintain—Kubernetes, cloud security, software supply chain security, infrastructure as code, and microservices authorization, among others. Author Jimmy Ray provides a practical approach to integrating PaC solutions into your systems, with plenty of real-world examples and important hands-on guidance.

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【One-Line Pitch】 A practical field guide to Policy as Code (PaC) for cloud native engineers who need to enforce security, compliance, and authorization rules across Kubernetes, CI/CD, and infrastructure as code—without hand-managing policy sprawl. Best for platform, DevOps, and security practitioners already comfortable with containers and YAML. 【Book Arc】 - **Opening (~0%–12%)**: Frames PaC as the natural extension of "everything is code," surveys the open source ecosystem, and gives a checklist for evaluating OSS policy engines (licensing, security, maturity, community, complexity, docs, operation modes). - **Early (~12%–32%)**: Introduces the Open Policy Agent (OPA) toolchain—Rego, bundles, Wasm builds, capabilities, ad hoc queries—then moves into policy-based access management (PBAM) tooling like Styra DAS, OPAL, and OCI-packaged policies. - **Early–Middle (~16%–36%)**: Shifts to Kubernetes, explaining dynamic admission controllers (mutating vs. validating webhooks), webhook configuration rules, and how OPA plugs into the API server request flow as an authorizer. - **Middle (~36%–52%)**: Surveys concrete engines—Gatekeeper (constraints, enforcement actions, mutation, external data) and Kyverno (Auto-Gen, generate policies, YAML anchors, policy exceptions, image registry validation)—with hands-on manifests. - **Late**: Excerpts do not cover the later chapters in detail; the book's stated scope extends to cloud security, software supply chain security, infrastructure as code, and microservices authorization. 【Key Takeaways】 - **PaC turns policy into a first-class, versioned artifact** (Opening): policies, related data, and event responses are managed like code, enabling automation and auditability across cloud native systems. - **Choosing an OSS policy engine is a governance decision, not just a technical one** (Opening): licensing, security posture (e.g., OpenSSF Scorecard), maturity, community adoption, and documentation all shape long-term viability. - **OPA is the foundational engine, and Rego is its language** (Early): bundles, Wasm targets, capabilities inspection, and ad hoc queries are the core operational primitives you'll reuse throughout. - **Kubernetes admission control is the primary enforcement point** (Early–Middle): mutating and validating webhooks extend the API server at runtime, letting policy engines intercept CREATE/UPDATE requests without customizing the API server per cluster. - **Webhook rule configuration is error-prone and consequential** (Early): wildcards in `apiVersions` can silently break webhooks, and a missing OPA policy entry point can compromise cluster operations—details matter. - **Gatekeeper and Kyverno solve overlapping problems differently** (Middle): Gatekeeper leans on constraints, enforcement actions (deny/warn/dryrun), and external data; Kyverno emphasizes YAML-native policies, Auto-Gen, generate policies, and policy exceptions. - **Policy-based access management (PBAM) offloads operational overhead** (Early): tools like Styra DAS, OPAL, and OCI-based policy containers provide SDKs/APIs for enterprise-scale AuthZ across many OPA agents. - **Mutation and generation policies extend beyond validation** (Middle): policies can patch resources (e.g., copy namespace labels, rewrite image registries) or generate resources like deny-all NetworkPolicies for new Namespaces. 【Reading Tips】 - **Deep-read the OPA/Rego chapters early**: Rego syntax and bundle mechanics underpin every later tool; skimming here will make Gatekeeper and Kyverno examples harder to follow. - **Skim the OSS evaluation checklist unless you're selecting a tool**: the licensing/security/maturity criteria are useful reference but not the conceptual core. - **Treat the Kubernetes webhook chapters as hands-on labs**: apply the manifests, inspect decision logs, and decode Base64 patches—the failure modes (missing entry points, bad `apiVersions`) are the real lessons. - **Compare Gatekeeper and Kyverno side by side**: note where their features overlap (Auto-Gen vs. policy expansion) and where they diverge (Rego vs. YAML-native), so you can pick per environment. - **Keep the book's broader scope in mind**: Kubernetes is the deepest coverage here, but the PaC patterns transfer to supply chain, IaC, and microservices authorization. 【Coverage Limits】 This guide is based on stratified excerpts covering roughly the first half of the book (through the Gatekeeper/Kyverno chapters); later chapters on cloud security, software supply chain security, infrastructure as code, and microservices authorization are not represented in the source material.
Excerpt 1
SS Although OSS offers advantages over internally developed projects, the use of OSS requires a certain care and feeding. The following OSS issues should be...
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Excerpt 2
lso works with the Kyverno CLI. With the CLI, you can apply policies to YAML—outside of the Kubernetes cluster—before API server requests are made. For the r...
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Excerpt 3
need to pay attention to how the apiVersions are specified when you explicitly define multiple resources. In the preceding rules, a wildcard (*) would not ha...
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Excerpt 4
els: app.kubernetes.io/managed-by: kyverno kyverno.io/background-gen-rule: deny-all-traf kyverno.io/generated-by-kind: Namespace kyverno.io/generated-by-name...
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Excerpt 5
opposed to detective or reactive) controls. This preventive stance is relatively unique across platforms and systems. As we move forward to explore IaC and h...
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Excerpt 6
s unused EBS volumes and then snapshots and deletes them: # policy to id and remove unused EBS volumes policies: - name: ebs-volumes-avail-14 resource: aws.e...
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Excerpt 7
next section, I cover another language that you can use as a PaC solution: Configure, Unify, Execute (CUE). Boto3, SDK for Python, Cloud Custodian and Kubern...
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Excerpt 8
mery. The cover fonts are Gilroy Semibold and Guardian Sans. The text font is Adobe Minion Pro; the heading font is Adobe Myriad Condensed; and the code font...
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AI categories
Cloud NativeDevOpsCybersecurity
Publish Year: 2024
Language: English
File Format: PDF
File Size: 9.6 MB
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