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[Cyberpedia](https://www.paloaltonetworks.com/cyberpedia?ts=markdown) 2. [Cloud Security](https://www.paloaltonetworks.com/cyberpedia/cloud-security?ts=markdown) 3. [ASPM](https://www.paloaltonetworks.com/cyberpedia/aspm-application-security-posture-management?ts=markdown) 4. [What Is Policy-as-Code?](https://www.paloaltonetworks.com/cyberpedia/what-is-policy-as-code?ts=markdown) Table of Contents * [What Is Application Security Posture Management (ASPM)?](https://www.paloaltonetworks.com/cyberpedia/aspm-application-security-posture-management?ts=markdown) * [Application Security Posture Management (ASPM) Explained](https://www.paloaltonetworks.com/cyberpedia/aspm-application-security-posture-management#application?ts=markdown) * [Why Is ASPM Important?](https://www.paloaltonetworks.com/cyberpedia/aspm-application-security-posture-management#why?ts=markdown) * [The Role of ASPM in Cyber Defense](https://www.paloaltonetworks.com/cyberpedia/aspm-application-security-posture-management#role?ts=markdown) * [ASPM: Business Value](https://www.paloaltonetworks.com/cyberpedia/aspm-application-security-posture-management#aspm?ts=markdown) * [Comparing ASPM with Other Security Technologies](https://www.paloaltonetworks.com/cyberpedia/aspm-application-security-posture-management#security?ts=markdown) * [How ASPM Works](https://www.paloaltonetworks.com/cyberpedia/aspm-application-security-posture-management#works?ts=markdown) * [ASPM Use Cases](https://www.paloaltonetworks.com/cyberpedia/aspm-application-security-posture-management#cases?ts=markdown) * [Top Considerations When Choosing an ASPM Solution](https://www.paloaltonetworks.com/cyberpedia/aspm-application-security-posture-management#considerations?ts=markdown) * [ASPM FAQs](https://www.paloaltonetworks.com/cyberpedia/aspm-application-security-posture-management#faqs?ts=markdown) * [How DSPM Is Evolving: Key Trends to Watch](https://www.paloaltonetworks.com/cyberpedia/dspm-evolving-trends?ts=markdown) * [From Static Discovery to Dynamic Intelligence](https://www.paloaltonetworks.com/cyberpedia/dspm-evolving-trends#static?ts=markdown) * [The Convergence of DSPM with Cloud-Native Security Architectures](https://www.paloaltonetworks.com/cyberpedia/dspm-evolving-trends#native?ts=markdown) * [Real-Time Data Detection and Response](https://www.paloaltonetworks.com/cyberpedia/dspm-evolving-trends#response?ts=markdown) * [AI Security and Generative AI Data Protection](https://www.paloaltonetworks.com/cyberpedia/dspm-evolving-trends#protection?ts=markdown) * [Automation, Policy-as-Code, and DevSecOps Integration](https://www.paloaltonetworks.com/cyberpedia/dspm-evolving-trends#automation?ts=markdown) * [DSPM Key Trends FAQs](https://www.paloaltonetworks.com/cyberpedia/dspm-evolving-trends#faq?ts=markdown) * [Interactive Application Testing \& ASPM: Closing DevSec Gaps](https://www.paloaltonetworks.com/cyberpedia/aspm-devops-gaps?ts=markdown) * [Modern Application Security Testing Architecture](https://www.paloaltonetworks.com/cyberpedia/aspm-devops-gaps#modern?ts=markdown) * [Application Security Posture Management Fundamentals](https://www.paloaltonetworks.com/cyberpedia/aspm-devops-gaps#application?ts=markdown) * [Technical Integration Mechanisms](https://www.paloaltonetworks.com/cyberpedia/aspm-devops-gaps#technical?ts=markdown) * [Enhanced Detection and False Positive Reduction](https://www.paloaltonetworks.com/cyberpedia/aspm-devops-gaps#enhanced?ts=markdown) * [Pre-Production Testing and Developer Feedback Loops](https://www.paloaltonetworks.com/cyberpedia/aspm-devops-gaps#loops?ts=markdown) * [IAST and ASPM Integration FAQs](https://www.paloaltonetworks.com/cyberpedia/aspm-devops-gaps#faqs?ts=markdown) * [Buy or Build: Calculating ASPM ROI for Your Organization](https://www.paloaltonetworks.com/cyberpedia/aspm-roi?ts=markdown) * [ASPM Platform Requirements and Strategic Context](https://www.paloaltonetworks.com/cyberpedia/aspm-roi#aspm?ts=markdown) * [Build Vs. Buy Decision Framework](https://www.paloaltonetworks.com/cyberpedia/aspm-roi#vs?ts=markdown) * [ROI Calculation Models and Financial Analysis](https://www.paloaltonetworks.com/cyberpedia/aspm-roi#roi?ts=markdown) * [Implementation Scenarios and Trade-Off Analysis](https://www.paloaltonetworks.com/cyberpedia/aspm-roi#analysis?ts=markdown) * [Long-Term Scalability and Strategic Considerations](https://www.paloaltonetworks.com/cyberpedia/aspm-roi#considerations?ts=markdown) * [ASPM ROI FAQs](https://www.paloaltonetworks.com/cyberpedia/aspm-roi#faqs?ts=markdown) * [Overcoming AppSec Chaos: 7 Modes of ASPM Adoption](https://www.paloaltonetworks.com/cyberpedia/aspm-adoption-modes?ts=markdown) * [Why ASPM Is Critical for Cloud-First Enterprises](https://www.paloaltonetworks.com/cyberpedia/aspm-adoption-modes#why?ts=markdown) * [ASPM Maturity Assessment and Organizational Readiness](https://www.paloaltonetworks.com/cyberpedia/aspm-adoption-modes#aspm?ts=markdown) * [7 Paths to ASPM Adoption](https://www.paloaltonetworks.com/cyberpedia/aspm-adoption-modes#adoption?ts=markdown) * [Operating Models and Sustained ASPM Maturity](https://www.paloaltonetworks.com/cyberpedia/aspm-adoption-modes#operating?ts=markdown) * [ASPM Adoption FAQs](https://www.paloaltonetworks.com/cyberpedia/aspm-adoption-modes#faqs?ts=markdown) * [ASPM: The Evolution Beyond ASOC](https://www.paloaltonetworks.com/cyberpedia/aspm-vs-asoc?ts=markdown) * [ASPM Vs. ASOC Market Evolution and Convergence Dynamics](https://www.paloaltonetworks.com/cyberpedia/aspm-vs-asoc#aspm?ts=markdown) * [ASPM Core Features and Advantages Vs. ASOC Orchestration Capabilities](https://www.paloaltonetworks.com/cyberpedia/aspm-vs-asoc#capabilities?ts=markdown) * [ASOC Vs. ASPM Disadvantages and Implementation Challenges](https://www.paloaltonetworks.com/cyberpedia/aspm-vs-asoc#challenges?ts=markdown) * [ASPM Vs. ASOC Cost Analysis and Strategic Investment Planning](https://www.paloaltonetworks.com/cyberpedia/aspm-vs-asoc#planning?ts=markdown) * [ASOC Vs. ASPM Selection Framework](https://www.paloaltonetworks.com/cyberpedia/aspm-vs-asoc#framework?ts=markdown) * [ASPM and ASOC FAQs](https://www.paloaltonetworks.com/cyberpedia/aspm-vs-asoc#faqs?ts=markdown) * [Top Cloud Data Security Solutions](https://www.paloaltonetworks.com/cyberpedia/data-security-solutions?ts=markdown) * [The Modern Cloud Data Security Landscape](https://www.paloaltonetworks.com/cyberpedia/data-security-solutions#modern?ts=markdown) * [The Anatomy of Modern Cloud Security](https://www.paloaltonetworks.com/cyberpedia/data-security-solutions#cloud?ts=markdown) * [Evaluating Data Protection Platforms for Enterprise Deployment](https://www.paloaltonetworks.com/cyberpedia/data-security-solutions#data?ts=markdown) * [Leading Cloud Data Security Solutions and Market Positioning](https://www.paloaltonetworks.com/cyberpedia/data-security-solutions#security?ts=markdown) * [Strategic Implementation and Platform Selection](https://www.paloaltonetworks.com/cyberpedia/data-security-solutions#platform?ts=markdown) * [Top Cloud Data Security Solutions FAQs](https://www.paloaltonetworks.com/cyberpedia/data-security-solutions#faq?ts=markdown) * [Selecting Your ASPM Solution: Metrics That Matter](https://www.paloaltonetworks.com/cyberpedia/aspm-solution-metrics?ts=markdown) * [Why Opt for an ASPM solution?](https://www.paloaltonetworks.com/cyberpedia/aspm-solution-metrics#solution?ts=markdown) * [Not All ASPM Solutions Are Created Equal](https://www.paloaltonetworks.com/cyberpedia/aspm-solution-metrics#equal?ts=markdown) * [Must Have ASPM Components](https://www.paloaltonetworks.com/cyberpedia/aspm-solution-metrics#components?ts=markdown) * [Real World Evaluation Requirements](https://www.paloaltonetworks.com/cyberpedia/aspm-solution-metrics#evaluation?ts=markdown) * [Selecting ASPM Platform FAQs](https://www.paloaltonetworks.com/cyberpedia/aspm-solution-metrics#faq?ts=markdown) * [ASPM in Action: 8 Real‑World Use Cases](https://www.paloaltonetworks.com/cyberpedia/aspm-use-cases?ts=markdown) * [ASPM Explained](https://www.paloaltonetworks.com/cyberpedia/aspm-use-cases#explained?ts=markdown) * [ASPM Use Cases](https://www.paloaltonetworks.com/cyberpedia/aspm-use-cases#cases?ts=markdown) * [Enhancing Cloud Security with ASPM](https://www.paloaltonetworks.com/cyberpedia/aspm-use-cases#security?ts=markdown) * [The Business Value of ASPM](https://www.paloaltonetworks.com/cyberpedia/aspm-use-cases#value?ts=markdown) * [ASPM FAQs](https://www.paloaltonetworks.com/cyberpedia/aspm-use-cases#faq?ts=markdown) * [State of ASPM 2025: Key Trends \& Emerging Threats](https://www.paloaltonetworks.com/cyberpedia/aspm-trends?ts=markdown) * [ASPM Market Evolution and Adoption Trajectory](https://www.paloaltonetworks.com/cyberpedia/aspm-trends#aspm?ts=markdown) * [AI-Native ASPM and Machine Learning Integration](https://www.paloaltonetworks.com/cyberpedia/aspm-trends#integration?ts=markdown) * [Cloud-Native Security Challenges and Container Orchestration Threats](https://www.paloaltonetworks.com/cyberpedia/aspm-trends#threats?ts=markdown) * [Software Supply Chain Vulnerabilities and SBOM Evolution](https://www.paloaltonetworks.com/cyberpedia/aspm-trends#software?ts=markdown) * [DevSecOps Integration and Future ASPM Architecture](https://www.paloaltonetworks.com/cyberpedia/aspm-trends#devsecops?ts=markdown) * [ASPM Key Trends \& Threats FAQs](https://www.paloaltonetworks.com/cyberpedia/aspm-trends#faqs?ts=markdown) * [Application Security Best Practices You Can't Skip in ASPM](https://www.paloaltonetworks.com/cyberpedia/application-security-best-practices?ts=markdown) * [ASPM Architecture: From Tool Sprawl to Unified Intelligence](https://www.paloaltonetworks.com/cyberpedia/application-security-best-practices#aspm?ts=markdown) * [Advanced Risk Correlation and Contextual Prioritization Systems](https://www.paloaltonetworks.com/cyberpedia/application-security-best-practices#advanced?ts=markdown) * [Policy-Driven Security Automation and Enforcement Architecture](https://www.paloaltonetworks.com/cyberpedia/application-security-best-practices#policy?ts=markdown) * [Seamless DevOps Integration and Cloud-Native Security Orchestration](https://www.paloaltonetworks.com/cyberpedia/application-security-best-practices#seamless?ts=markdown) * [Enterprise Scalability, Performance Engineering, and Compliance Automation](https://www.paloaltonetworks.com/cyberpedia/application-security-best-practices#enterprise?ts=markdown) * [Application Security In ASPM Best Practices FAQs](https://www.paloaltonetworks.com/cyberpedia/application-security-best-practices#faqs?ts=markdown) * [How Supply Chain Threats Are Shaping ASPM Today](https://www.paloaltonetworks.com/cyberpedia/aspm-supply-chain-threats?ts=markdown) * [The Supply Chain Attack Surface in Modern ASPM](https://www.paloaltonetworks.com/cyberpedia/aspm-supply-chain-threats#aspm?ts=markdown) * [Critical Supply Chain Vectors Driving ASPM Evolution](https://www.paloaltonetworks.com/cyberpedia/aspm-supply-chain-threats#critical?ts=markdown) * [Software Supply Chain Risk Assessment and Prioritization](https://www.paloaltonetworks.com/cyberpedia/aspm-supply-chain-threats#software?ts=markdown) * [Architectural Shifts in ASPM for Supply Chain Defense](https://www.paloaltonetworks.com/cyberpedia/aspm-supply-chain-threats#defense?ts=markdown) * [Operationalizing Supply Chain Security Within ASPM Programs](https://www.paloaltonetworks.com/cyberpedia/aspm-supply-chain-threats#programs?ts=markdown) * [Supply Chain Threats Are Shaping ASPM FAQs](https://www.paloaltonetworks.com/cyberpedia/aspm-supply-chain-threats#faqs?ts=markdown) * [How ASPM Strengthens Your Cloud Ecosystem](https://www.paloaltonetworks.com/cyberpedia/aspm-cloud-ecosystem?ts=markdown) * [ASPM's Role in Unified Cloud Security Architecture](https://www.paloaltonetworks.com/cyberpedia/aspm-cloud-ecosystem#architecture?ts=markdown) * [Integration Points Across the Cloud Security Stack](https://www.paloaltonetworks.com/cyberpedia/aspm-cloud-ecosystem#integration?ts=markdown) * [Risk Intelligence and Contextual Prioritization in Cloud Environments](https://www.paloaltonetworks.com/cyberpedia/aspm-cloud-ecosystem#risk?ts=markdown) * [Operational Efficiency Through Automated Cloud Security Workflows](https://www.paloaltonetworks.com/cyberpedia/aspm-cloud-ecosystem#workflows?ts=markdown) * [Strategic Advantages for Cloud-First Organizations](https://www.paloaltonetworks.com/cyberpedia/aspm-cloud-ecosystem#strategic?ts=markdown) * [ASPM Strengthening the Entire Cloud Ecosystem FAQs](https://www.paloaltonetworks.com/cyberpedia/aspm-cloud-ecosystem#faqs?ts=markdown) * [Developer Infrastructure Posture: Integrating ASPM Early](https://www.paloaltonetworks.com/cyberpedia/aspm-infrastructure-posture?ts=markdown) * [Understanding Developer Infrastructure Posture](https://www.paloaltonetworks.com/cyberpedia/aspm-infrastructure-posture#understanding?ts=markdown) * [ASPM Fundamentals: Beyond Traditional Application Security](https://www.paloaltonetworks.com/cyberpedia/aspm-infrastructure-posture#aspm?ts=markdown) * [Early Integration Strategies: Embedding ASPM in Developer Workflows](https://www.paloaltonetworks.com/cyberpedia/aspm-infrastructure-posture#early?ts=markdown) * [ASPM Compliance Framework Integration](https://www.paloaltonetworks.com/cyberpedia/aspm-infrastructure-posture#integration?ts=markdown) * [Risk Prioritization and Remediation at Scale](https://www.paloaltonetworks.com/cyberpedia/aspm-infrastructure-posture#risk?ts=markdown) * [Developer Infrastructure Posture Management and ASPM FAQs](https://www.paloaltonetworks.com/cyberpedia/aspm-infrastructure-posture#faqs?ts=markdown) * [Amplify ASPM with RBVM Risk‑Based Vulnerability Management](https://www.paloaltonetworks.com/cyberpedia/aspm-risk-based-vulnerability?ts=markdown) * [ASPM and RBVM Technical Convergence](https://www.paloaltonetworks.com/cyberpedia/aspm-risk-based-vulnerability#aspm?ts=markdown) * [Enhanced API Security Through Contextual Intelligence](https://www.paloaltonetworks.com/cyberpedia/aspm-risk-based-vulnerability#enhanced?ts=markdown) * [Runtime and Version Monitoring Convergence](https://www.paloaltonetworks.com/cyberpedia/aspm-risk-based-vulnerability#runtime?ts=markdown) * [Build and Deploy Phase Security Amplification](https://www.paloaltonetworks.com/cyberpedia/aspm-risk-based-vulnerability#build?ts=markdown) * [Operational Excellence and Measurable Outcomes](https://www.paloaltonetworks.com/cyberpedia/aspm-risk-based-vulnerability#outcomes?ts=markdown) * [ASPM and RBVM FAQs](https://www.paloaltonetworks.com/cyberpedia/aspm-risk-based-vulnerability#faqs?ts=markdown) * [CNAPP and ASPM Collaboration, Not Collision](https://www.paloaltonetworks.com/cyberpedia/aspm-vs-cnapp?ts=markdown) * [ASPM Overview](https://www.paloaltonetworks.com/cyberpedia/aspm-vs-cnapp#aspm?ts=markdown) * [The Emergence of CNAPP](https://www.paloaltonetworks.com/cyberpedia/aspm-vs-cnapp#emergence?ts=markdown) * [ASPM Vs. CNAPP: The Main Differences](https://www.paloaltonetworks.com/cyberpedia/aspm-vs-cnapp#vs?ts=markdown) * [CNAPP and ASPM: The Synergies](https://www.paloaltonetworks.com/cyberpedia/aspm-vs-cnapp#synergies?ts=markdown) * [Integrating and Coordinating Complementary Capabilities](https://www.paloaltonetworks.com/cyberpedia/aspm-vs-cnapp#integrating?ts=markdown) * [CNAPP and ASPM FAQs](https://www.paloaltonetworks.com/cyberpedia/aspm-vs-cnapp#faqs?ts=markdown) * [CSPM Vs ASPM: Where Your Focus Belongs](https://www.paloaltonetworks.com/cyberpedia/cspm-vs-aspm?ts=markdown) * [Core Security Foundations: A Look at CSPM and ASPM](https://www.paloaltonetworks.com/cyberpedia/cspm-vs-aspm#core?ts=markdown) * [Security Layer Distinctions: Infrastructure Vs. Application Focus](https://www.paloaltonetworks.com/cyberpedia/cspm-vs-aspm#security?ts=markdown) * [Strategic Technology Assessment: Benefits and Constraints of Each Approach](https://www.paloaltonetworks.com/cyberpedia/cspm-vs-aspm#strategic?ts=markdown) * [Deployment Scenarios and Implementation Strategies](https://www.paloaltonetworks.com/cyberpedia/cspm-vs-aspm#deployment?ts=markdown) * [CSPM and ASPM FAQs](https://www.paloaltonetworks.com/cyberpedia/cspm-vs-aspm#faqs?ts=markdown) * [Why You Need Static Analysis, Dynamic Analysis, and Machine Learning?](https://www.paloaltonetworks.com/cyberpedia/why-you-need-static-analysis-dynamic-analysis-machine-learning?ts=markdown) * [What Is a Software Bill of Materials (SBOM)?](https://www.paloaltonetworks.com/cyberpedia/what-is-software-bill-materials-sbom?ts=markdown) * [Software Bill of Materials Explained](https://www.paloaltonetworks.com/cyberpedia/what-is-software-bill-materials-sbom#sbom-explained?ts=markdown) * [Who Should Have a SBOM](https://www.paloaltonetworks.com/cyberpedia/what-is-software-bill-materials-sbom#who?ts=markdown) * [The Role of SBOMs in Cybersecurity and Compliance](https://www.paloaltonetworks.com/cyberpedia/what-is-software-bill-materials-sbom#role-of-sboms?ts=markdown) * [Why Is an SBOM Important?](https://www.paloaltonetworks.com/cyberpedia/what-is-software-bill-materials-sbom#why-is-an-sbom-important?ts=markdown) * [Software Composition Analysis and SBOMs](https://www.paloaltonetworks.com/cyberpedia/what-is-software-bill-materials-sbom#sca-and-sboms?ts=markdown) * [How Does an SBOM Help Prevent Open-Source Supply Chain Attacks](https://www.paloaltonetworks.com/cyberpedia/what-is-software-bill-materials-sbom#how?ts=markdown) * [SBOM Formats](https://www.paloaltonetworks.com/cyberpedia/what-is-software-bill-materials-sbom#sbom-formats?ts=markdown) * [Software Bill of Materials Best Practices](https://www.paloaltonetworks.com/cyberpedia/what-is-software-bill-materials-sbom#sbom-best-practices?ts=markdown) * [SBOM FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-software-bill-materials-sbom#faq?ts=markdown) * What Is Policy-as-Code? * [Defining Policy-As-Code](https://www.paloaltonetworks.com/cyberpedia/what-is-policy-as-code#defining?ts=markdown) * [Policy-as-Code vs. Infrastructure as Code](https://www.paloaltonetworks.com/cyberpedia/what-is-policy-as-code#policy?ts=markdown) * [Benefits of Policy-as-Code](https://www.paloaltonetworks.com/cyberpedia/what-is-policy-as-code#benefits?ts=markdown) * [How to Use Policy-As-Code](https://www.paloaltonetworks.com/cyberpedia/what-is-policy-as-code#how?ts=markdown) * [What Is Static Application Security Testing (SAST)?](https://www.paloaltonetworks.com/cyberpedia/what-is-sast-static-application-security-testing?ts=markdown) * [Why Is SAST Important?](https://www.paloaltonetworks.com/cyberpedia/what-is-sast-static-application-security-testing#why?ts=markdown) * [SAST Vs. DAST](https://www.paloaltonetworks.com/cyberpedia/what-is-sast-static-application-security-testing#vs?ts=markdown) * [Software Composition Analysis and SAST](https://www.paloaltonetworks.com/cyberpedia/what-is-sast-static-application-security-testing#composition?ts=markdown) * [SAST Tools](https://www.paloaltonetworks.com/cyberpedia/what-is-sast-static-application-security-testing#tools?ts=markdown) * [Industry Guidelines](https://www.paloaltonetworks.com/cyberpedia/what-is-sast-static-application-security-testing#guidelines?ts=markdown) * [The Future of SAST](https://www.paloaltonetworks.com/cyberpedia/what-is-sast-static-application-security-testing#future?ts=markdown) * [Static Application Security Testing FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-sast-static-application-security-testing#faq?ts=markdown) * [What Is Code Security?](https://www.paloaltonetworks.com/cyberpedia/what-is-code-security?ts=markdown) * [IaC Security](https://www.paloaltonetworks.com/cyberpedia/what-is-code-security#iac?ts=markdown) * [Application Code Security](https://www.paloaltonetworks.com/cyberpedia/what-is-code-security#application?ts=markdown) * [Software Supply Chain Security](https://www.paloaltonetworks.com/cyberpedia/what-is-code-security#software?ts=markdown) * [Code Security FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-code-security#faqs?ts=markdown) * [What Is Software Composition Analysis (SCA)?](https://www.paloaltonetworks.com/cyberpedia/what-is-sca?ts=markdown) * [What Is Software Composition Analysis?](https://www.paloaltonetworks.com/cyberpedia/what-is-sca#what?ts=markdown) * [What Are the Risks of Using Open Source Components?](https://www.paloaltonetworks.com/cyberpedia/what-is-sca#components?ts=markdown) * [Software Composition Analysis Identifies Risks in Open Source Packages](https://www.paloaltonetworks.com/cyberpedia/what-is-sca#software?ts=markdown) * [How to Use SCA in the Development Processes](https://www.paloaltonetworks.com/cyberpedia/what-is-sca#processes?ts=markdown) * [The Benefits of Software Composition Analysis](https://www.paloaltonetworks.com/cyberpedia/what-is-sca#analysis?ts=markdown) * [What is Infrastructure-as-Code Security](https://www.paloaltonetworks.com/cyberpedia/what-is-iac-security?ts=markdown) * [How IaC Security Works](https://www.paloaltonetworks.com/cyberpedia/what-is-iac-security#how?ts=markdown) * [Why is IaC Security Important?](https://www.paloaltonetworks.com/cyberpedia/what-is-iac-security#why?ts=markdown) * [What is IaC?](https://www.paloaltonetworks.com/cyberpedia/what-is-iac?ts=markdown) * [Benefits of IaC](https://www.paloaltonetworks.com/cyberpedia/what-is-iac#benefits?ts=markdown) * [Challenges of IaC](https://www.paloaltonetworks.com/cyberpedia/what-is-iac#challenges?ts=markdown) * [Infrastructure as Code FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-iac#faqs?ts=markdown) * [What Is Secrets Management?](https://www.paloaltonetworks.com/cyberpedia/secrets-management?ts=markdown) * [Secrets Management Explained](https://www.paloaltonetworks.com/cyberpedia/secrets-management#secrets?ts=markdown) * [Why Is Secrets Management Important?](https://www.paloaltonetworks.com/cyberpedia/secrets-management#why?ts=markdown) * [Secrets Management Across the Enterprise](https://www.paloaltonetworks.com/cyberpedia/secrets-management#enterprise?ts=markdown) * [Secrets Management in DevOps Environments](https://www.paloaltonetworks.com/cyberpedia/secrets-management#devops?ts=markdown) * [Challenges of Secrets Management](https://www.paloaltonetworks.com/cyberpedia/secrets-management#challenges?ts=markdown) * [Secrets Management Best Practices](https://www.paloaltonetworks.com/cyberpedia/secrets-management#best?ts=markdown) * [A Comprehensive and Automated Solution](https://www.paloaltonetworks.com/cyberpedia/secrets-management#solution?ts=markdown) * [Secrets Management FAQs](https://www.paloaltonetworks.com/cyberpedia/secrets-management#faqs?ts=markdown) * [What Is Infrastructure as Code (IaC) Supply Chain Security?](https://www.paloaltonetworks.com/cyberpedia/what-is-infrastructure-as-code-supply-chain-security?ts=markdown) * [What Is GitOps? Understanding the 'DevOps' of Infrastructure Management](https://www.paloaltonetworks.com/cyberpedia/what-is-infrastructure-as-code-supply-chain-security#what?ts=markdown) * [The 4 Stages for Securing Your IaC Supply Chain](https://www.paloaltonetworks.com/cyberpedia/what-is-infrastructure-as-code-supply-chain-security#the?ts=markdown) * [Best Practices for Securing Your IaC Pipeline](https://www.paloaltonetworks.com/cyberpedia/what-is-infrastructure-as-code-supply-chain-security#best?ts=markdown) * [Embrace Change: Automating Your Organization's Infrastructure](https://www.paloaltonetworks.com/cyberpedia/what-is-infrastructure-as-code-supply-chain-security#embrace?ts=markdown) * [IaC Supply Chain Security FAQs](https://www.paloaltonetworks.com/cyberpedia/what-is-infrastructure-as-code-supply-chain-security#faqs?ts=markdown) * [ASPM Tools: Evaluation Criteria and How to Select the Best Option](https://www.paloaltonetworks.com/cyberpedia/aspm-tools?ts=markdown) * [The Need for Application Security Posture Management Solutions](https://www.paloaltonetworks.com/cyberpedia/aspm-tools#solutions?ts=markdown) * [The Key Components of ASPM Tools](https://www.paloaltonetworks.com/cyberpedia/aspm-tools#key?ts=markdown) * [How to Select and Evaluate the Right ASPM Solution](https://www.paloaltonetworks.com/cyberpedia/aspm-tools#how?ts=markdown) * [Common Challenges Implementing ASPM](https://www.paloaltonetworks.com/cyberpedia/aspm-tools#challenges?ts=markdown) * [ASPM Tools FAQs](https://www.paloaltonetworks.com/cyberpedia/aspm-tools#faqs?ts=markdown) # What Is Policy-as-Code? 3 min. read [AppSec's New Horizon: A Virtual Event](https://start.paloaltonetworks.com/appsecs-new-horizon-virtual-event.html) Table of Contents * * [Defining Policy-As-Code](https://www.paloaltonetworks.com/cyberpedia/what-is-policy-as-code#defining?ts=markdown) * [Policy-as-Code vs. Infrastructure as Code](https://www.paloaltonetworks.com/cyberpedia/what-is-policy-as-code#policy?ts=markdown) * [Benefits of Policy-as-Code](https://www.paloaltonetworks.com/cyberpedia/what-is-policy-as-code#benefits?ts=markdown) * [How to Use Policy-As-Code](https://www.paloaltonetworks.com/cyberpedia/what-is-policy-as-code#how?ts=markdown) 1. Defining Policy-As-Code * * [Defining Policy-As-Code](https://www.paloaltonetworks.com/cyberpedia/what-is-policy-as-code#defining?ts=markdown) * [Policy-as-Code vs. Infrastructure as Code](https://www.paloaltonetworks.com/cyberpedia/what-is-policy-as-code#policy?ts=markdown) * [Benefits of Policy-as-Code](https://www.paloaltonetworks.com/cyberpedia/what-is-policy-as-code#benefits?ts=markdown) * [How to Use Policy-As-Code](https://www.paloaltonetworks.com/cyberpedia/what-is-policy-as-code#how?ts=markdown) Policy-as-code is an approach to policy management in which policies are defined, updated, shared, and enforced using code. By leveraging code-based automation instead of relying on manual processes to manage policies, policy-as-code allows teams to move more quickly and reduce the potential for mistakes due to human error. At the same time, a policy-as-code approach to domains like security makes it possible to define and manage policies in ways that different types of stakeholders -- such as developers and security engineers -- can understand. This page explains how policy-as-code works, why it's important, and how to leverage it within the context of security. ## Defining Policy-As-Code To understand what policy-as-code means, you must first understand the definition of a "policy." In this context, a policy is any type of rule, condition, or instruction that governs IT operations or processes. A policy could be a rule that defines which conditions must be met in order for a code to pass a security control and be deployed, for example. Or, it could be a set of procedures that are executed automatically in response to a security event. Policy-as-code is the use of code to define and manage rules and conditions. Under a policy-as-code approach, teams write out policies using some type of programming language, such as Python, YAML, or [Rego](https://www.paloaltonetworks.com/blog/prisma-cloud/prisma-cloud-compute-open-policy-agent/?ts=markdown). The specific language usually depends on which policy-as-code management and enforcement tools you are using. When engineers need to make updates, they do so by modifying the existing code. They can also share the code with others to give them visibility into their policies using version control systems (VCS). And, last but not least, they can use a policy-as-code enforcement engine to ensure policies are met. An enforcement engine may be a standalone policy-as-code code, or it could be built into a [larger platform](https://www.paloaltonetworks.com/prisma/cloud/infrastructure-as-code-security?ts=markdown). ## Policy-as-Code vs. Infrastructure as Code The concept of policy-as-code may sound similar to [Infrastructure as Code, or IaC](https://www.paloaltonetworks.com/cyberpedia/what-is-iac?ts=markdown). IaC, which uses code-based files to automate infrastructure setup and provisioning, has been a common practice for IT operations teams for years. Whereas IaC is beneficial to IT operations teams who need to provision infrastructure, policy-as-code can improve security operations, compliance management, data management, and far beyond. ## Benefits of Policy-as-Code Compared to the alternative -- which is to manage rules, conditions, and procedures manually -- policy-as-code offers several critical benefits: * **Efficiency**: When policies are spelled out as code, they can be shared and enforced automatically at virtually unlimited scale. This is much more efficient than requiring engineers to enforce a policy manually each time it becomes necessary to do so. Updating and sharing policies are also more efficient when the policies are defined in clear, concise code rather than being described in human language that some engineers may interpret differently than others. * **Speed**: The ability to automate policy enforcement also means that policy-as-code results in faster operations than a manual approach. * **Visibility**: When policies are defined in code, it's easy for all stakeholders to use the code to understand what is happening within a system. They can review alerting or remediation rules simply by checking which code-based policies are in place, for example, instead of having to ask other engineers and wait for a response. * **Collaboration**: By providing a uniform, systematic means of managing policies, policy-as-code simplifies collaboration. This includes collaboration not just within the same team, but also between different types of teams -- especially between developers (who are accustomed to thinking and working in terms of code) and specialists in other domains, like security or IT operations. * **Accuracy**: When teams define and manage policies using code, they avoid the risk of making configuration mistakes when managing a system manually. * **Version control**: If you keep track of different versions of your policy files as they change, policy-as-code ensures that you can revert to an earlier configuration easily in the event that a new policy version creates a problem. * **Testing and validation**: When policies are written in code, it's easy to validate them using automated auditing tools. In this way, policy-as-code can help reduce the risk of introducing critical errors into production environments. ## How to Use Policy-As-Code The easiest way to take advantage of policy-as-code today is to adopt [tools that natively support policy-as-code](https://www.paloaltonetworks.com/prisma/cloud/cloud-code-security?ts=markdown) for whichever domain you want to manage via a policy-as-code approach. For example, in the realm of security, Prisma Cloud, Bridgecrew, and Checkov allow teams to define security policies using code. They can also automatically scan and audit policy files in order to detect misconfigurations or vulnerabilities prior to deployment. This approach is one way that these tools streamline [cloud security posture management](https://www.paloaltonetworks.com/cyberpedia/what-is-cloud-security-posture-management?ts=markdown). You may also want to explore tools like [Open Policy Agent](https://www.paloaltonetworks.com/blog/prisma-cloud/prisma-cloud-compute-open-policy-agent/?ts=markdown), which aims to provide a common framework for applying policy-as-code to any domain. To date, however, vendor adoption of community-based policy-as-code frameworks like this remains limited, which is why seeking out vendor tools with native policy-as-code support is the simplest path toward implementing a policy-as-code approach to security or any other IT domain. ## Policy as Code FAQs ### What is infrastructure as code (IaC)? Infrastructure as Code (IaC) is a method of managing and provisioning computing infrastructure through machine-readable definition files, rather than physical hardware configuration or interactive configuration tools. It enables developers and IT professionals to automatically manage, monitor, and provision resources through code, thus improving consistency and reducing manual errors. IaC supports cloud services' scalability and flexibility, ensuring that infrastructure deployments are repeatable and standardized. ### What is compliance as code? Compliance as Code is a practice where compliance specifications are written in code and integrated into the automated deployment pipeline. It ensures that IT infrastructure and applications adhere to regulatory and security standards continuously, with compliance checks codified for automatic and repeatable validation processes. This approach minimizes human error and reduces the time and effort required for compliance audits. ### What is security as code? Security as Code involves integrating security practices into the software development lifecycle by codifying security policies and controls. It allows for the automated assessment and enforcement of security within the CI/CD pipeline, ensuring that security checks are an integral part of the software delivery process, rather than an afterthought. Tools like automated vulnerability scanners and configuration management systems are employed to keep applications secure from inception through deployment. ### What is configuration management? Configuration management is the process of systematically handling changes to a system in a way that ensures integrity over time. It involves the maintenance of records and updates to software and hardware components, ensuring that systems are consistently configured and any changes are traceable. Centralized configuration management tools such as Ansible, Puppet, and Chef automate the deployment and operation of infrastructure, enabling scalability and reliability. ### What are automation scripts? Automation scripts are coded procedures that execute tasks without human intervention. They are essential for automating repetitive and complex operations across IT environments, increasing efficiency and reducing the likelihood of human error. In cloud computing, automation scripts are used to provision resources, manage deployments, and orchestrate workflows, often within tools like Terraform or through cloud provider scripting interfaces like AWS CloudFormation. ### What is GitOps? GitOps is an operational framework that takes DevOps best practices used for application development, such as version control, collaboration, compliance, and CI/CD, and applies them to infrastructure automation. The core idea of GitOps is using Git as a single source of truth for declarative infrastructure and applications. With Git at the center of the CI/CD pipeline, teams can make pull requests to accelerate and simplify application deployment and operations tasks. ### What is continuous integration/continuous deployment (CI/CD)? [Continuous integration/continuous deployment (CI/CD)](https://www.paloaltonetworks.com/cyberpedia/what-is-the-ci-cd-pipeline-and-ci-cd-security?ts=markdown) is a method of software delivery that introduces automation into the stages of app development. The main concepts attributed to CI/CD are continuous integration, continuous delivery, and continuous deployment. CI/CD integrates regular code changes into a shared repository, automatically runs tests, and pushes code to production environments. This practice reduces manual errors, shortens the development cycle, and improves software quality. ### What is immutable infrastructure? Immutable infrastructure is an approach to managing services and software deployments on IT resources wherein components are replaced rather than changed. Once deployed, the infrastructure is never modified; instead, any updates or changes are made by replacing servers or containers with a new version. This paradigm minimizes inconsistencies and potential security vulnerabilities due to configuration drift or manual interventions. ### What is code security? [Code security](https://www.paloaltonetworks.com/cyberpedia/what-is-code-security?ts=markdown) encompasses the methods and tools used to protect against vulnerabilities within software code and prevent unauthorized access or changes to the codebase. It involves practices such as static and dynamic code analysis, code signing, and the use of secure coding standards to ensure that software is developed with a strong emphasis on security from the outset. ### What is a code audit? A code audit is a comprehensive analysis where source code is examined to discover bugs, security breaches, or violations of programming conventions. Conducted systematically, code audits help maintain the health of the codebase, enhance security, and ensure compliance with coding standards and industry regulations. ### What is policy enforcement? Policy enforcement is the process of implementing and ensuring adherence to defined policies within an IT environment. It involves actively managing access controls, resource utilization, and operational behavior to ensure that all actions align with the established security policies and compliance requirements. ### What is declarative configuration? Declarative configuration specifies the desired state of a system without outlining the steps to achieve it. The system's underlying management tools are responsible for executing the necessary actions to maintain the declared state. This approach contrasts with imperative configuration, which requires scripts or commands to describe the process to reach the desired state. ### What are version control systems? Version control systems are tools that track changes to files by keeping a record of modifications and who made them. They are essential for collaborative software development, allowing multiple contributors to work on the same codebase simultaneously without overwriting each other's work. Version control systems facilitate rollbacks, branching, and merging, and help resolve conflicts when merging contributions. ### What is configuration drift prevention? Configuration drift prevention ensures that the state of infrastructure remains consistent with its defined configurations over time. By automating the deployment and operations processes and routinely reconciling the actual state with the desired state, drift prevention tools like Puppet, Chef, and Ansible detect and correct discrepancies, thereby maintaining system integrity and security. ### What are code review policies? Code review policies establish standards and procedures for systematically examining source code by peers before it merges into the main codebase. These policies enforce best practices in coding, identify potential security vulnerabilities, and improve code quality. They often specify criteria for reviewer assignment, review scope, and the conditions under which code is approved or rejected. ### What is policy definition language (PDL)? Policy Definition Language (PDL) provides a formal syntax to write policies that govern system behavior, manage access, and enforce compliance. PDLs, such as the one used in Open Policy Agent, enable clear articulation of rules and automated policy enforcement across different stages of software development and deployment, ensuring consistent application of security practices. ### What are infrastructure as code templates? Infrastructure as code templates are pre-defined scripts or files used to automate the provisioning of IT infrastructures. Written in languages like YAML or JSON, IaC templates describe the resources and configurations needed for an application, allowing for consistent and repeatable environment setups across development, testing, and production. ### What is automated governance? Automated governance integrates policy enforcement within the continuous integration and deployment pipeline, ensuring that changes adhere to company and regulatory standards automatically. It employs tools and practices that monitor and control IT environments, reducing manual oversight and providing real-time compliance assurance. Automated governance enables quick identification and remediation of issues that deviate from established policies. Related content [ASPM Buyer's GuideASPM Buyer's Guide Gain a comprehensive framework for evaluating and choosing an ASPM solution that shifts your AppSec strategy from reactive to proactive.](https://start.paloaltonetworks.com/application-security-posture-management-buyers-guide.html) [Accelerate Secure Development with Prevention-First Application Security Posture Management (ASPM) Learn how Cortex Cloud's ASPM centralizes and correlates findings from disparate security scanning tools with complete context across code, application infrastructure, and cloud ru...](https://www.paloaltonetworks.com/resources/datasheets/application-security-posture-management-solution-brief?ts=markdown) [Introducing Cortex Cloud ASPM Cortex Cloud ASPM gives security and engineering teams the control to prevent exploitable risk early and respond with full context across the software lifecycle.](https://www.paloaltonetworks.com/blog/cloud-security/introducing-aspm-cortex-cloud/) [AppSec's New Horizon Join this virtual event to get a practical, prevention-first blueprint --- backed by new Unit 42 research --- to modernize your AppSec strategy.](https://start.paloaltonetworks.com/appsecs-new-horizon-virtual-event.html) ![Share page on facebook](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/resources/facebook-circular-icon.svg) ![Share page on linkedin](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/resources/linkedin-circular-icon.svg) [![Share page by an email](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/resources/email-circular-icon.svg)](mailto:?subject=What%20Is%20Policy-as-Code%3F&body=Automate%20security%20with%20Policy%20as%20Code.%20Learn%20how%20coding%20policies%20enhance%20compliance%2C%20enforce%20access%20controls%2C%20and%20improve%20cloud%20security%20at%20scale.%20at%20https%3A//www.paloaltonetworks.com/cyberpedia/what-is-policy-as-code) Back to Top [Previous](https://www.paloaltonetworks.com/cyberpedia/what-is-software-bill-materials-sbom?ts=markdown) What Is a Software Bill of Materials (SBOM)? 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