{"id":419,"date":"2025-06-24T07:21:43","date_gmt":"2025-06-24T07:21:43","guid":{"rendered":"https:\/\/sreschool.com\/blog\/?p=419"},"modified":"2026-05-05T07:29:43","modified_gmt":"2026-05-05T07:29:43","slug":"progressive-delivery-in-devsecops-a-comprehensive-tutorial","status":"publish","type":"post","link":"https:\/\/sreschool.com\/blog\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\/","title":{"rendered":"Progressive Delivery in DevSecOps: A Comprehensive Tutorial"},"content":{"rendered":"\n

1. Introduction & Overview<\/strong><\/h1>\n\n\n\n

What is Progressive Delivery<\/strong>?<\/h3>\n\n\n\n

Progressive Delivery<\/strong> is a modern software release strategy that enables controlled and incremental deployment of features<\/strong> to users. It builds on concepts like canary releases<\/strong>, feature flags<\/strong>, and A\/B testing<\/strong>, allowing teams to gradually expose changes while monitoring performance, security, and user impact.<\/p>\n\n\n\n

Rather than a big-bang release, progressive delivery promotes safe, controlled, and observable deployment<\/strong> of changes in production.<\/p>\n\n\n\n

History and Background<\/h3>\n\n\n\n
    \n
  • Born from CI\/CD Evolution<\/strong>: Progressive Delivery emerged around 2019 as a natural evolution of CI\/CD, allowing developers to separate deployment from release<\/strong>.<\/li>\n\n\n\n
  • Pioneered by companies like LaunchDarkly<\/strong>, Split.io<\/strong>, and Weaveworks<\/strong>.<\/li>\n\n\n\n
  • The term was coined by James Governor<\/strong> (RedMonk analyst) to extend DevOps concepts.<\/li>\n<\/ul>\n\n\n\n

    Why is it Relevant in DevSecOps?<\/h3>\n\n\n\n
      \n
    • Helps identify and mitigate vulnerabilities earlier<\/strong> in production.<\/li>\n\n\n\n
    • Enables gradual exposure of code<\/strong> to users, reducing blast radius in case of issues.<\/li>\n\n\n\n
    • Supports compliance and auditability<\/strong> by enabling rollback and version tracking.<\/li>\n\n\n\n
    • Enhances observability for security anomalies and performance regressions<\/strong>.<\/li>\n<\/ul>\n\n\n\n
      \n\n\n\n

      2. Core Concepts & Terminology<\/strong><\/h2>\n\n\n\n

      Key Terms<\/h3>\n\n\n\n
      Term<\/th>Definition<\/th><\/tr><\/thead>
      Feature Flag<\/strong><\/td>A control mechanism to turn features on\/off dynamically at runtime.<\/td><\/tr>
      Canary Deployment<\/strong><\/td>Rolling out a feature to a small % of users before wider rollout.<\/td><\/tr>
      A\/B Testing<\/strong><\/td>Testing two versions of a feature to see which performs better.<\/td><\/tr>
      Blue\/Green Deployment<\/strong><\/td>Swapping traffic between two environments to release updates safely.<\/td><\/tr>
      Progressive Rollout<\/strong><\/td>Gradually increasing exposure of a feature in stages.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

      Role in the DevSecOps Lifecycle<\/h3>\n\n\n\n
      DevSecOps Phase<\/th>Contribution of Progressive Delivery<\/th><\/tr><\/thead>
      Plan<\/strong><\/td>Define release and security gates per user segment<\/td><\/tr>
      Develop<\/strong><\/td>Use feature flags for experimental or risky code<\/td><\/tr>
      Build & Test<\/strong><\/td>Run security scans on gated code paths<\/td><\/tr>
      Release<\/strong><\/td>Controlled rollout with real-time telemetry<\/td><\/tr>
      Monitor<\/strong><\/td>Track behavior and security anomalies in early adopters<\/td><\/tr>
      Respond<\/strong><\/td>Rollback or hot-fix without impacting all users<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
      \n\n\n\n

      3. Architecture & How It Works<\/strong><\/h2>\n\n\n\n

      Components<\/h3>\n\n\n\n
        \n
      1. Feature Management Platform<\/strong> (e.g., LaunchDarkly, Flagsmith)<\/li>\n\n\n\n
      2. Telemetry\/Observability Stack<\/strong> (e.g., Prometheus, Datadog)<\/li>\n\n\n\n
      3. Security & Compliance Tools<\/strong> (e.g., Snyk, Prisma Cloud)<\/li>\n\n\n\n
      4. CI\/CD Orchestrator<\/strong> (e.g., Argo CD, Spinnaker)<\/li>\n\n\n\n
      5. User Segmentation Engine<\/strong><\/li>\n<\/ol>\n\n\n\n

        Internal Workflow<\/h3>\n\n\n\n
          \n
        1. Code with Feature Flag<\/strong>: if feature_enabled(\"new_checkout_flow\"): show_new_checkout() else: show_old_checkout()<\/code><\/li>\n\n\n\n
        2. CI\/CD Pipeline<\/strong> deploys code to staging.<\/li>\n\n\n\n
        3. Canary Release<\/strong> to 5% of users \u2192 monitored for:\n
            \n
          • Performance (latency, errors)<\/li>\n\n\n\n
          • Security events (WAF logs, anomaly detection)<\/li>\n<\/ul>\n<\/li>\n\n\n\n
          • Gradual ramp-up to 25%, 50%, then 100%, or rollback on failure.<\/li>\n<\/ol>\n\n\n\n

            Architecture Diagram (Described)<\/h3>\n\n\n\n

            Diagram Description<\/strong>:<\/p>\n\n\n\n

              \n
            • Developers<\/strong> push code to Git<\/strong>.<\/li>\n\n\n\n
            • A CI\/CD pipeline (e.g., GitHub Actions, Argo CD) builds and deploys the application.<\/li>\n\n\n\n
            • The Feature Management Platform<\/strong> determines which users receive which features.<\/li>\n\n\n\n
            • A Monitoring Stack<\/strong> collects real-time telemetry.<\/li>\n\n\n\n
            • A Security Engine<\/strong> inspects traffic, logs, and vulnerabilities dynamically.<\/li>\n\n\n\n
            • A control plane governs the rollout strategy and gatekeeping<\/strong>.<\/li>\n<\/ul>\n\n\n\n

              Integration Points with CI\/CD or Cloud Tools<\/h3>\n\n\n\n
              Tool<\/th>Role in Progressive Delivery<\/th><\/tr><\/thead>
              GitHub Actions<\/strong><\/td>Trigger progressive rollout workflow<\/td><\/tr>
              Argo Rollouts<\/strong><\/td>Automate canary strategies with Kubernetes<\/td><\/tr>
              LaunchDarkly<\/strong><\/td>Control user targeting and feature toggles<\/td><\/tr>
              Prometheus + Grafana<\/strong><\/td>Visualize performance and alert on thresholds<\/td><\/tr>
              AWS Lambda<\/strong><\/td>Serverless function toggling with feature flags<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
              \n\n\n\n

              4. Installation & Getting Started<\/strong><\/h2>\n\n\n\n

              Prerequisites<\/h3>\n\n\n\n
                \n
              • Kubernetes Cluster (or VMs)<\/li>\n\n\n\n
              • GitHub\/GitLab CI setup<\/li>\n\n\n\n
              • Helm installed (for deploying tools)<\/li>\n\n\n\n
              • Metrics backend (e.g., Prometheus)<\/li>\n<\/ul>\n\n\n\n

                Hands-on Guide: Argo Rollouts + Prometheus<\/h3>\n\n\n\n

                Step 1: Install Argo Rollouts<\/strong><\/p>\n\n\n\n

                kubectl create namespace argo-rollouts\nkubectl apply -n argo-rollouts -f https:\/\/github.com\/argoproj\/argo-rollouts\/releases\/latest\/download\/install.yaml\n<\/code><\/pre>\n\n\n\n
                Step 2: Deploy Canary Rollout<\/strong><\/p>\n\n\n\n
                apiVersion: argoproj.io\/v1alpha1\nkind: Rollout\nmetadata:\n  name: my-app-rollout\nspec:\n  replicas: 3\n  strategy:\n    canary:\n      steps:\n        - setWeight: 20\n        - pause: { duration: 1m }\n        - setWeight: 50\n        - pause: { duration: 2m }\n  selector:\n    matchLabels:\n      app: my-app\n  template:\n    metadata:\n      labels:\n        app: my-app\n    spec:\n      containers:\n        - name: my-app\n          image: my-app:v2\n<\/code><\/pre>\n\n\n\n
                Step 3: Monitor with Prometheus<\/strong><\/p>\n\n\n\n
                  \n
                • Setup a ServiceMonitor or alert rule to detect regressions.<\/li>\n\n\n\n
                • Integrate with Grafana for visualization.<\/li>\n<\/ul>\n\n\n\n
                  \n\n\n\n
                  5. Real-World Use Cases<\/strong><\/h2>\n\n\n\n
                  1. E-commerce Checkout Redesign<\/strong><\/h3>\n\n\n\n
                    \n
                  • A retail platform deploys a new checkout UI to 10% of users.<\/li>\n\n\n\n
                  • Monitors cart abandonment and security logs.<\/li>\n\n\n\n
                  • Rolls back on detecting user drop-off spike.<\/li>\n<\/ul>\n\n\n\n
                    2. Healthcare Data Privacy Enhancement<\/strong><\/h3>\n\n\n\n
                      \n
                    • Gradual enablement of field-level encryption.<\/li>\n\n\n\n
                    • Feature flags used to segment by region (HIPAA-sensitive regions first).<\/li>\n<\/ul>\n\n\n\n
                      3. Fintech Risk Engine Update<\/strong><\/h3>\n\n\n\n
                        \n
                      • Canary deployment of ML-based fraud detection model.<\/li>\n\n\n\n
                      • Real-time validation with synthetic and real transactions.<\/li>\n<\/ul>\n\n\n\n
                        4. Gaming Platform: Feature Trial<\/strong><\/h3>\n\n\n\n
                          \n
                        • A\/B testing in live multiplayer games.<\/li>\n\n\n\n
                        • Gradual rollout of in-game purchases monitored for performance & fraud.<\/li>\n<\/ul>\n\n\n\n
                          \n\n\n\n
                          6. Benefits & Limitations<\/strong><\/h2>\n\n\n\n
                          Key Advantages<\/h3>\n\n\n\n
                            \n
                          • Reduced Blast Radius<\/strong>: Limits risk exposure.<\/li>\n\n\n\n
                          • Rapid Feedback Loops<\/strong>: Get metrics early.<\/li>\n\n\n\n
                          • Security Monitoring<\/strong>: Detect issues before full deployment.<\/li>\n\n\n\n
                          • User Targeting<\/strong>: Region-specific or compliance-aware delivery.<\/li>\n<\/ul>\n\n\n\n
                            Common Limitations<\/h3>\n\n\n\n
                              \n
                            • Increased Complexity<\/strong>: Requires orchestration and observability integration.<\/li>\n\n\n\n
                            • Flag Debt<\/strong>: Unused flags can accumulate and cause technical debt.<\/li>\n\n\n\n
                            • Security of Flags<\/strong>: Misconfigured flags can leak sensitive features.<\/li>\n\n\n\n
                            • Dependency on Metrics<\/strong>: Incomplete telemetry undermines safety.<\/li>\n<\/ul>\n\n\n\n
                              \n\n\n\n
                              7. Best Practices & Recommendations<\/strong><\/h2>\n\n\n\n
                              Security Tips<\/h3>\n\n\n\n
                                \n
                              • Encrypt feature flag data in transit and at rest.<\/li>\n\n\n\n
                              • Use role-based access control (RBAC)<\/strong> for managing feature toggles.<\/li>\n\n\n\n
                              • Validate flags via automated policy checks (e.g., OPA).<\/li>\n<\/ul>\n\n\n\n
                                Performance & Maintenance<\/h3>\n\n\n\n
                                  \n
                                • Clean up stale flags routinely.<\/li>\n\n\n\n
                                • Use circuit breakers to auto-disable faulty flags.<\/li>\n\n\n\n
                                • Monitor latency of flag evaluation.<\/li>\n<\/ul>\n\n\n\n
                                  Compliance Alignment<\/h3>\n\n\n\n
                                    \n
                                  • Enable audit logs for flag changes.<\/li>\n\n\n\n
                                  • Tag features with compliance metadata (e.g., PCI, HIPAA).<\/li>\n\n\n\n
                                  • Automate policy gates before rollout to sensitive segments.<\/li>\n<\/ul>\n\n\n\n
                                    \n\n\n\n
                                    8. Comparison with Alternatives<\/strong><\/h2>\n\n\n\n
                                    Method<\/th>Progressive Delivery<\/th>Blue\/Green Deployment<\/th>Traditional CI\/CD<\/th><\/tr><\/thead>
                                    Risk Mitigation<\/td>High<\/td>Medium<\/td>Low<\/td><\/tr>
                                    User Targeting<\/td>Granular (user, region)<\/td>None<\/td>None<\/td><\/tr>
                                    Observability Required<\/td>Essential<\/td>Moderate<\/td>Minimal<\/td><\/tr>
                                    Rollback Capability<\/td>Instant (flag toggle)<\/td>Fast (env switch)<\/td>Slower (redeploy)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
                                    When to Use Progressive Delivery<\/h3>\n\n\n\n
                                      \n
                                    • For high-frequency deployments with sensitive impact.<\/li>\n\n\n\n
                                    • When working in regulated environments.<\/li>\n\n\n\n
                                    • When real-time user segmentation is critical.<\/li>\n<\/ul>\n\n\n\n
                                      \n\n\n\n
                                      9. Conclusion<\/strong><\/h2>\n\n\n\n
                                      Progressive Delivery<\/strong> is not just a trend\u2014it’s a key capability for modern DevSecOps pipelines. It empowers teams to ship faster, safer, and smarter<\/strong>, aligning innovation velocity with risk management.<\/p>\n\n\n\n
                                      As organizations mature in DevSecOps, implementing progressive delivery enables better control, traceability, and resiliency in software releases.<\/p>\n\n\n\n
                                      \n","protected":false},"excerpt":{"rendered":"
                                      1. Introduction & Overview What is Progressive Delivery? Progressive Delivery is a modern software release strategy that enables controlled and […]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-419","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\nProgressive Delivery in DevSecOps: A Comprehensive Tutorial - SRE School<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sreschool.com\/blog\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Progressive Delivery in DevSecOps: A Comprehensive Tutorial - SRE School\" \/>\n<meta property=\"og:description\" content=\"1. Introduction & Overview What is Progressive Delivery? Progressive Delivery is a modern software release strategy that enables controlled and […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sreschool.com\/blog\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\/\" \/>\n<meta property=\"og:site_name\" content=\"SRE School\" \/>\n<meta property=\"article:published_time\" content=\"2025-06-24T07:21:43+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-05T07:29:43+00:00\" \/>\n<meta name=\"author\" content=\"priteshgeek\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"priteshgeek\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\\\/\"},\"author\":{\"name\":\"priteshgeek\",\"@id\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/#\\\/schema\\\/person\\\/6a53e3870889dd6a65b2e04b7bc3d7db\"},\"headline\":\"Progressive Delivery in DevSecOps: A Comprehensive Tutorial\",\"datePublished\":\"2025-06-24T07:21:43+00:00\",\"dateModified\":\"2026-05-05T07:29:43+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\\\/\"},\"wordCount\":882,\"commentCount\":0,\"inLanguage\":\"en\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/sreschool.com\\\/blog\\\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\\\/\",\"url\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\\\/\",\"name\":\"Progressive Delivery in DevSecOps: A Comprehensive Tutorial - SRE School\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/#website\"},\"datePublished\":\"2025-06-24T07:21:43+00:00\",\"dateModified\":\"2026-05-05T07:29:43+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/#\\\/schema\\\/person\\\/6a53e3870889dd6a65b2e04b7bc3d7db\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\\\/#breadcrumb\"},\"inLanguage\":\"en\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/sreschool.com\\\/blog\\\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Progressive Delivery in DevSecOps: A Comprehensive Tutorial\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/\",\"name\":\"SRESchool\",\"description\":\"Master SRE. Build Resilient Systems. Lead the Future of Reliability\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/#\\\/schema\\\/person\\\/6a53e3870889dd6a65b2e04b7bc3d7db\",\"name\":\"priteshgeek\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/231a0e8b7a02636f2fbacf8dcf4494cb1cc0d49ecc9a8165fbaeaeeaf102641a?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/231a0e8b7a02636f2fbacf8dcf4494cb1cc0d49ecc9a8165fbaeaeeaf102641a?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/231a0e8b7a02636f2fbacf8dcf4494cb1cc0d49ecc9a8165fbaeaeeaf102641a?s=96&d=mm&r=g\",\"caption\":\"priteshgeek\"},\"url\":\"https:\\\/\\\/sreschool.com\\\/blog\\\/author\\\/priteshgeek\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Progressive Delivery in DevSecOps: A Comprehensive Tutorial - SRE School","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:\/\/sreschool.com\/blog\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\/","og_locale":"en_US","og_type":"article","og_title":"Progressive Delivery in DevSecOps: A Comprehensive Tutorial - SRE School","og_description":"1. Introduction & Overview What is Progressive Delivery? Progressive Delivery is a modern software release strategy that enables controlled and […]","og_url":"https:\/\/sreschool.com\/blog\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\/","og_site_name":"SRE School","article_published_time":"2025-06-24T07:21:43+00:00","article_modified_time":"2026-05-05T07:29:43+00:00","author":"priteshgeek","twitter_card":"summary_large_image","twitter_misc":{"Written by":"priteshgeek","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/sreschool.com\/blog\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\/#article","isPartOf":{"@id":"https:\/\/sreschool.com\/blog\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\/"},"author":{"name":"priteshgeek","@id":"https:\/\/sreschool.com\/blog\/#\/schema\/person\/6a53e3870889dd6a65b2e04b7bc3d7db"},"headline":"Progressive Delivery in DevSecOps: A Comprehensive Tutorial","datePublished":"2025-06-24T07:21:43+00:00","dateModified":"2026-05-05T07:29:43+00:00","mainEntityOfPage":{"@id":"https:\/\/sreschool.com\/blog\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\/"},"wordCount":882,"commentCount":0,"inLanguage":"en","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/sreschool.com\/blog\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/sreschool.com\/blog\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\/","url":"https:\/\/sreschool.com\/blog\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\/","name":"Progressive Delivery in DevSecOps: A Comprehensive Tutorial - SRE School","isPartOf":{"@id":"https:\/\/sreschool.com\/blog\/#website"},"datePublished":"2025-06-24T07:21:43+00:00","dateModified":"2026-05-05T07:29:43+00:00","author":{"@id":"https:\/\/sreschool.com\/blog\/#\/schema\/person\/6a53e3870889dd6a65b2e04b7bc3d7db"},"breadcrumb":{"@id":"https:\/\/sreschool.com\/blog\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\/#breadcrumb"},"inLanguage":"en","potentialAction":[{"@type":"ReadAction","target":["https:\/\/sreschool.com\/blog\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/sreschool.com\/blog\/progressive-delivery-in-devsecops-a-comprehensive-tutorial\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/sreschool.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Progressive Delivery in DevSecOps: A Comprehensive Tutorial"}]},{"@type":"WebSite","@id":"https:\/\/sreschool.com\/blog\/#website","url":"https:\/\/sreschool.com\/blog\/","name":"SRESchool","description":"Master SRE. Build Resilient Systems. Lead the Future of Reliability","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/sreschool.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en"},{"@type":"Person","@id":"https:\/\/sreschool.com\/blog\/#\/schema\/person\/6a53e3870889dd6a65b2e04b7bc3d7db","name":"priteshgeek","image":{"@type":"ImageObject","inLanguage":"en","@id":"https:\/\/secure.gravatar.com\/avatar\/231a0e8b7a02636f2fbacf8dcf4494cb1cc0d49ecc9a8165fbaeaeeaf102641a?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/231a0e8b7a02636f2fbacf8dcf4494cb1cc0d49ecc9a8165fbaeaeeaf102641a?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/231a0e8b7a02636f2fbacf8dcf4494cb1cc0d49ecc9a8165fbaeaeeaf102641a?s=96&d=mm&r=g","caption":"priteshgeek"},"url":"https:\/\/sreschool.com\/blog\/author\/priteshgeek\/"}]}},"_links":{"self":[{"href":"https:\/\/sreschool.com\/blog\/wp-json\/wp\/v2\/posts\/419","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sreschool.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sreschool.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sreschool.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/sreschool.com\/blog\/wp-json\/wp\/v2\/comments?post=419"}],"version-history":[{"count":1,"href":"https:\/\/sreschool.com\/blog\/wp-json\/wp\/v2\/posts\/419\/revisions"}],"predecessor-version":[{"id":420,"href":"https:\/\/sreschool.com\/blog\/wp-json\/wp\/v2\/posts\/419\/revisions\/420"}],"wp:attachment":[{"href":"https:\/\/sreschool.com\/blog\/wp-json\/wp\/v2\/media?parent=419"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sreschool.com\/blog\/wp-json\/wp\/v2\/categories?post=419"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sreschool.com\/blog\/wp-json\/wp\/v2\/tags?post=419"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}