{"id":823,"date":"2025-05-09T17:12:24","date_gmt":"2025-05-09T22:12:24","guid":{"rendered":"https:\/\/stagefoursecurity.com\/blog\/?p=823"},"modified":"2025-05-09T17:31:43","modified_gmt":"2025-05-09T22:31:43","slug":"devsecops-integration","status":"publish","type":"post","link":"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/","title":{"rendered":"DevSecOps Integration"},"content":{"rendered":"<article>\n<header>\n<h1>\ud83d\udea7 DevSecOps Done Right: Injecting Security into CI\/CD Without Bottlenecks<\/h1>\n<p><em>By James K. Bishop, vCISO | Founder, <a href=\"https:\/\/stagefoursecurity.com\" target=\"_blank\" rel=\"noopener\">Stage Four Security<\/a><\/em><\/p>\n<\/header>\n<section><a href=\"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps.png\"><img fetchpriority=\"high\" decoding=\"async\" class=\"alignright wp-image-839\" src=\"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps-300x200.png\" alt=\"\" width=\"400\" height=\"267\" srcset=\"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps-300x200.png 300w, https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps-1024x683.png 1024w, https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps-768x512.png 768w, https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps.png 1536w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/a>DevOps is built for speed\u2014but security still moves like a change request. That disconnect creates risk, friction, and mistrust. Enter DevSecOps: a philosophy and a set of practices designed to <strong>integrate security into every stage of software delivery<\/strong>\u2014without becoming a blocker.<\/p>\n<p>In this post, we break down how to do DevSecOps right\u2014aligning security with development velocity, CI\/CD automation, and real-world risk.<\/p>\n<\/section>\n<section>\n<h2>\ud83e\uddec What Is DevSecOps?<\/h2>\n<ul>\n<li><strong>DevSecOps = Development + Security + Operations<\/strong><\/li>\n<li>It means embedding security into the tools, pipelines, and culture of DevOps<\/li>\n<li>Shift security <strong>left (into the code)<\/strong> and <strong>right (into runtime)<\/strong>\u2014not just audit after release<\/li>\n<li>Security becomes a shared responsibility, not a handoff<\/li>\n<\/ul>\n<\/section>\n<section>\n<h2>\ud83d\udd01 The DevSecOps Pipeline: Security at Every Stage<\/h2>\n<ul>\n<li>\ud83e\uddd1\u200d\ud83d\udcbb <strong>Code:<\/strong> Secure coding standards, linters, secret scanners, pre-commit hooks<\/li>\n<li>\ud83d\udce6 <strong>Build:<\/strong> SAST, software composition analysis (SCA), dependency checks<\/li>\n<li>\ud83d\udd0d <strong>Test:<\/strong> DAST, container scans, infrastructure-as-code (IaC) analysis<\/li>\n<li>\ud83d\ude80 <strong>Deploy:<\/strong> Policy-as-code (OPA, Sentinel), deployment gate checks, cloud posture tools<\/li>\n<li>\ud83d\udce1 <strong>Runtime:<\/strong> Runtime Application Self-Protection (RASP), threat detection, audit logging<\/li>\n<\/ul>\n<p>The goal is **continuous assurance**\u2014not just quarterly security reviews.<\/p>\n<\/section>\n<section>\n<h2>\u2699\ufe0f Tools That Power DevSecOps<\/h2>\n<ul>\n<li><strong>SAST\/SCA:<\/strong> Semgrep, SonarQube, CodeQL, Snyk, Checkmarx<\/li>\n<li><strong>DAST\/API testing:<\/strong> OWASP ZAP, Burp Suite, StackHawk<\/li>\n<li><strong>IaC Scanning:<\/strong> Checkov, tfsec, KICS, CloudFormation Guard<\/li>\n<li><strong>Secrets detection:<\/strong> TruffleHog, Gitleaks<\/li>\n<li><strong>CI\/CD orchestration:<\/strong> GitHub Actions, GitLab CI, Jenkins, CircleCI, ArgoCD<\/li>\n<\/ul>\n<p>The key isn\u2019t *what* tools you use\u2014it\u2019s *how* you automate, integrate, and act on them.<\/p>\n<\/section>\n<section>\n<h2>\ud83d\udea8 Common Pitfalls and How to Avoid Them<\/h2>\n<ul>\n<li>\ud83d\udeab <strong>Alert fatigue:<\/strong> Tune rulesets, suppress known-good findings, prioritize by severity<\/li>\n<li>\u23f3 <strong>Pipeline latency:<\/strong> Run fast, scoped scans early\u2014full scans on a nightly or gated build<\/li>\n<li>\ud83d\udd04 <strong>Ownership gaps:<\/strong> Assign findings to the right team with SLA expectations<\/li>\n<li>\ud83e\udd1d <strong>Security vs. Dev friction:<\/strong> Embed security champions into dev squads and hold shared retros<\/li>\n<\/ul>\n<\/section>\n<section>\n<h2>\ud83e\udde0 Organizational Shifts for DevSecOps<\/h2>\n<ul>\n<li><strong>Security champions:<\/strong> Appoint dev team members as security advocates and liaison<\/li>\n<li><strong>Policy-as-code:<\/strong> Encode security logic as testable rules (e.g., OPA, Rego) rather than checklists<\/li>\n<li><strong>Threat modeling sprints:<\/strong> Incorporate threat modeling into planning, not just post-design<\/li>\n<li><strong>Fail fast, fail safe:<\/strong> Treat insecure code as a build failure\u2014just like a failing test<\/li>\n<\/ul>\n<\/section>\n<section>\n<h2>\ud83d\udce3 Final Thought<\/h2>\n<p>DevSecOps isn\u2019t just about plugging tools into pipelines\u2014it\u2019s about changing incentives, workflows, and team culture. When security becomes part of the *how* software is built\u2014not just the *afterthought*\u2014you move from velocity vs. safety to velocity *through* safety.<\/p>\n<p><strong>Want help building a DevSecOps roadmap, tooling strategy, or security automation pipeline?<\/strong> <a href=\"https:\/\/stagefoursecurity.com\/blog\/partner-with-stage-four-security\/\" target=\"_blank\" rel=\"noopener\">Let\u2019s talk<\/a>.<\/p>\n<\/section>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udea7 DevSecOps Done Right: Injecting Security into CI\/CD Without Bottlenecks By James K. Bishop, vCISO | Founder, Stage Four Security [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[38,36],"tags":[],"class_list":["post-823","post","type-post","status-publish","format-standard","hentry","category-appsec","category-devsecops"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>DevSecOps Integration - Stage Four Security Blog<\/title>\n<meta name=\"description\" content=\"Discover how to integrate security into fast-paced DevOps pipelines without slowing delivery, using tools, automation, and policy-as-code.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"DevSecOps Integration - Stage Four Security Blog\" \/>\n<meta property=\"og:description\" content=\"Discover how to integrate security into fast-paced DevOps pipelines without slowing delivery, using tools, automation, and policy-as-code.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/\" \/>\n<meta property=\"og:site_name\" content=\"Stage Four Security Blog\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-09T22:12:24+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-09T22:31:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1536\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"stagefoursec\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps.png\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"stagefoursec\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/\"},\"author\":{\"name\":\"stagefoursec\",\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/#\/schema\/person\/9224811ebe1947fee603931e220ecfde\"},\"headline\":\"DevSecOps Integration\",\"datePublished\":\"2025-05-09T22:12:24+00:00\",\"dateModified\":\"2025-05-09T22:31:43+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/\"},\"wordCount\":418,\"publisher\":{\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps-300x200.png\",\"articleSection\":[\"AppSec\",\"DevSecOps\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/\",\"url\":\"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/\",\"name\":\"DevSecOps Integration - Stage Four Security Blog\",\"isPartOf\":{\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps-300x200.png\",\"datePublished\":\"2025-05-09T22:12:24+00:00\",\"dateModified\":\"2025-05-09T22:31:43+00:00\",\"description\":\"Discover how to integrate security into fast-paced DevOps pipelines without slowing delivery, using tools, automation, and policy-as-code.\",\"breadcrumb\":{\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/#primaryimage\",\"url\":\"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps.png\",\"contentUrl\":\"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps.png\",\"width\":1536,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/stagefoursecurity.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"DevSecOps Integration\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/#website\",\"url\":\"https:\/\/stagefoursecurity.com\/blog\/\",\"name\":\"Stage Four Security Blog\",\"description\":\"Protecting today, fortifying tomorrow\",\"publisher\":{\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/stagefoursecurity.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/#organization\",\"name\":\"Stage Four Security Blog\",\"url\":\"https:\/\/stagefoursecurity.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/02\/cropped-Stage-Four-Security-Blog-Logo-1000x150-1.png\",\"contentUrl\":\"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/02\/cropped-Stage-Four-Security-Blog-Logo-1000x150-1.png\",\"width\":1000,\"height\":150,\"caption\":\"Stage Four Security Blog\"},\"image\":{\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/#\/schema\/person\/9224811ebe1947fee603931e220ecfde\",\"name\":\"stagefoursec\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/stagefoursecurity.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/fdb94f17254222fa9c8b7db050a58a5fa4fb24ae32e20e7e1974b87b01a751d4?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/fdb94f17254222fa9c8b7db050a58a5fa4fb24ae32e20e7e1974b87b01a751d4?s=96&d=mm&r=g\",\"caption\":\"stagefoursec\"},\"sameAs\":[\"https:\/\/stagefoursecurity.com\/blog\"],\"url\":\"https:\/\/stagefoursecurity.com\/blog\/author\/admin_w171pcka\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"DevSecOps Integration - Stage Four Security Blog","description":"Discover how to integrate security into fast-paced DevOps pipelines without slowing delivery, using tools, automation, and policy-as-code.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/","og_locale":"en_US","og_type":"article","og_title":"DevSecOps Integration - Stage Four Security Blog","og_description":"Discover how to integrate security into fast-paced DevOps pipelines without slowing delivery, using tools, automation, and policy-as-code.","og_url":"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/","og_site_name":"Stage Four Security Blog","article_published_time":"2025-05-09T22:12:24+00:00","article_modified_time":"2025-05-09T22:31:43+00:00","og_image":[{"width":1536,"height":1024,"url":"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps.png","type":"image\/png"}],"author":"stagefoursec","twitter_card":"summary_large_image","twitter_image":"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps.png","twitter_misc":{"Written by":"stagefoursec","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/#article","isPartOf":{"@id":"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/"},"author":{"name":"stagefoursec","@id":"https:\/\/stagefoursecurity.com\/blog\/#\/schema\/person\/9224811ebe1947fee603931e220ecfde"},"headline":"DevSecOps Integration","datePublished":"2025-05-09T22:12:24+00:00","dateModified":"2025-05-09T22:31:43+00:00","mainEntityOfPage":{"@id":"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/"},"wordCount":418,"publisher":{"@id":"https:\/\/stagefoursecurity.com\/blog\/#organization"},"image":{"@id":"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/#primaryimage"},"thumbnailUrl":"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps-300x200.png","articleSection":["AppSec","DevSecOps"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/","url":"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/","name":"DevSecOps Integration - Stage Four Security Blog","isPartOf":{"@id":"https:\/\/stagefoursecurity.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/#primaryimage"},"image":{"@id":"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/#primaryimage"},"thumbnailUrl":"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps-300x200.png","datePublished":"2025-05-09T22:12:24+00:00","dateModified":"2025-05-09T22:31:43+00:00","description":"Discover how to integrate security into fast-paced DevOps pipelines without slowing delivery, using tools, automation, and policy-as-code.","breadcrumb":{"@id":"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/#primaryimage","url":"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps.png","contentUrl":"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/05\/AppSec-DevSecOps.png","width":1536,"height":1024},{"@type":"BreadcrumbList","@id":"https:\/\/stagefoursecurity.com\/blog\/2025\/05\/09\/devsecops-integration\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/stagefoursecurity.com\/blog\/"},{"@type":"ListItem","position":2,"name":"DevSecOps Integration"}]},{"@type":"WebSite","@id":"https:\/\/stagefoursecurity.com\/blog\/#website","url":"https:\/\/stagefoursecurity.com\/blog\/","name":"Stage Four Security Blog","description":"Protecting today, fortifying tomorrow","publisher":{"@id":"https:\/\/stagefoursecurity.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/stagefoursecurity.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/stagefoursecurity.com\/blog\/#organization","name":"Stage Four Security Blog","url":"https:\/\/stagefoursecurity.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/stagefoursecurity.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/02\/cropped-Stage-Four-Security-Blog-Logo-1000x150-1.png","contentUrl":"https:\/\/stagefoursecurity.com\/blog\/wp-content\/uploads\/2025\/02\/cropped-Stage-Four-Security-Blog-Logo-1000x150-1.png","width":1000,"height":150,"caption":"Stage Four Security Blog"},"image":{"@id":"https:\/\/stagefoursecurity.com\/blog\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/stagefoursecurity.com\/blog\/#\/schema\/person\/9224811ebe1947fee603931e220ecfde","name":"stagefoursec","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/stagefoursecurity.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/fdb94f17254222fa9c8b7db050a58a5fa4fb24ae32e20e7e1974b87b01a751d4?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/fdb94f17254222fa9c8b7db050a58a5fa4fb24ae32e20e7e1974b87b01a751d4?s=96&d=mm&r=g","caption":"stagefoursec"},"sameAs":["https:\/\/stagefoursecurity.com\/blog"],"url":"https:\/\/stagefoursecurity.com\/blog\/author\/admin_w171pcka\/"}]}},"_links":{"self":[{"href":"https:\/\/stagefoursecurity.com\/blog\/wp-json\/wp\/v2\/posts\/823","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stagefoursecurity.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/stagefoursecurity.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/stagefoursecurity.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/stagefoursecurity.com\/blog\/wp-json\/wp\/v2\/comments?post=823"}],"version-history":[{"count":3,"href":"https:\/\/stagefoursecurity.com\/blog\/wp-json\/wp\/v2\/posts\/823\/revisions"}],"predecessor-version":[{"id":847,"href":"https:\/\/stagefoursecurity.com\/blog\/wp-json\/wp\/v2\/posts\/823\/revisions\/847"}],"wp:attachment":[{"href":"https:\/\/stagefoursecurity.com\/blog\/wp-json\/wp\/v2\/media?parent=823"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/stagefoursecurity.com\/blog\/wp-json\/wp\/v2\/categories?post=823"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/stagefoursecurity.com\/blog\/wp-json\/wp\/v2\/tags?post=823"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}