{"id":9732,"date":"2025-12-14T10:59:15","date_gmt":"2025-12-14T10:59:15","guid":{"rendered":"https:\/\/techtrendfeed.com\/?p=9732"},"modified":"2025-12-14T10:59:15","modified_gmt":"2025-12-14T10:59:15","slug":"zero-belief-in-ci-cd-pipelines-a-sensible-devsecops-information","status":"publish","type":"post","link":"https:\/\/techtrendfeed.com\/?p=9732","title":{"rendered":"Zero Belief in CI\/CD Pipelines: A Sensible DevSecOps Information"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div>\n<p>Securing fashionable CI\/CD pipelines has turn out to be considerably tougher as groups undertake <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/dzone.com\/articles\/design-scalable-and-secure-cloud-native-architectures\">cloud-native architectures<\/a> and speed up their launch cycles. Attackers now goal construct programs, deployment workflows, and the open-source elements organizations depend on day by day. This tutorial supplies a sensible have a look at how Zero Belief ideas can strengthen the complete software program supply course of. It walks via actual steps you&#8217;ll be able to apply instantly utilizing identity-based authentication, automated scanning, coverage checks, and hardened Kubernetes deployments. The objective is easy: guarantee that solely trusted code, transferring via a trusted pipeline, reaches manufacturing.<\/p>\n<p>As organizations proceed transitioning to cloud-native functions and distributed programs, the CI\/CD pipeline has turn out to be a vital a part of the software program provide chain. Sadly, this additionally makes it an more and more enticing goal for attackers. Compromising a construct system or deployment workflow can result in unauthorized code adjustments, credential theft, and even the silent insertion of malicious workloads into manufacturing.<\/p>\n<p>Conventional CI\/CD setups typically depend on implicit belief: long-lived credentials saved in pipeline settings, overly permissive roles, and construct brokers with broad entry throughout environments. These patterns not meet right now\u2019s safety expectations.<\/p>\n<h2>Zero Belief Gives a Fashionable Various<\/h2>\n<p>As a substitute of assuming that elements contained in the pipeline are reliable, Zero Belief requires steady identification verification, least-privilege permissions, robust validation at each stage, and safe deployment workflows from supply to runtime.\u00a0<\/p>\n<p>This tutorial walks via a sensible, real-world strategy to implementing Zero Belief ideas in DevSecOps pipelines utilizing:<\/p>\n<ul>\n<li>Identification-based, credential-less deployments with OIDC<\/li>\n<li>OpenID Join (OIDC)<\/li>\n<li>Obligatory SAST, SCA, SBOM, and container safety scans<\/li>\n<li><a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/dzone.com\/articles\/policy-as-code-terraform-regulated-environments\">Coverage-as-Code (PaC)<\/a> enforcement for infrastructure and Kubernetes<\/li>\n<li>Hardening methods for runners, brokers, and construct infrastructure<\/li>\n<li>Safe workloads, signature verification, and admission management in Kubernetes\/EKS<\/li>\n<\/ul>\n<p>By making use of these ideas, you&#8217;ll be able to construct a CI\/CD pipeline that&#8217;s resilient, verifiable, and aligned with fashionable Zero Belief requirements.<\/p>\n<h2>Why Zero Belief Issues in CI\/CD<\/h2>\n<p>Fashionable pipelines generally include shared credentials, highly effective deployment permissions, and entry to delicate artifacts. If a runner, plugin, or repository is compromised, an attacker could:<\/p>\n<ul>\n<li>Deploy unauthorized workloads<\/li>\n<li>Alter manufacturing artifacts<\/li>\n<li>Steal secrets and techniques or tokens<\/li>\n<li>Inject <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/dzone.com\/articles\/revolutionizing-supply-chain-optimization-with-ai-1\">supply-chain<\/a> backdoors<\/li>\n<\/ul>\n<p>Zero Belief reduces this danger by changing assumptions with verification. Key Zero Belief Ideas for CI\/CD embrace:<\/p>\n<ul>\n<li><strong>Identification over location<\/strong>: Entry is granted based mostly on workload identification, not community or IP<\/li>\n<li><strong>Least privilege<\/strong>: Every stage receives solely the permissions it wants<\/li>\n<li><strong>Steady validation<\/strong>: Code, photos, manifests, and dependencies are verified at each step<\/li>\n<li><strong>Impartial belief boundaries<\/strong>: Construct, scan, deploy, and runtime every validate the earlier part<\/li>\n<\/ul>\n<h2>Zero Belief CI\/CD Structure Overview<\/h2>\n<p>A safe Zero Belief pipeline introduces validation and identification enforcement from decide to deployment:<\/p>\n<p><img decoding=\"async\" style=\"width: 330px;\" class=\"fr-fic fr-dib lazyload\" data-image=\"true\" data-new=\"false\" data-sizeformatted=\"941.7 kB\" data-mimetype=\"image\/png\" data-creationdate=\"1765056513027\" data-creationdateformatted=\"12\/06\/2025 09:28 PM\" data-type=\"temp\" data-url=\"https:\/\/dz2cdn1.dzone.com\/storage\/temp\/18789916-1765056511356.png\" data-modificationdate=\"null\" data-size=\"941670\" data-name=\"1765056511356.png\" data-id=\"18789916\" src=\"https:\/\/dz2cdn1.dzone.com\/storage\/temp\/18789916-1765056511356.png\" alt=\"Zero Trust Pipeline\"\/><\/p>\n<p>This circulation ensures that solely verified artifacts, signed photos, and accepted configurations attain manufacturing.<\/p>\n<h2>Eliminating Secrets and techniques With OIDC (Zero-Belief Identification)<\/h2>\n<p>One of the crucial impactful Zero Belief enhancements is eradicating long-lived credentials out of your CI\/CD surroundings. As a substitute of storing AWS keys, Azure secrets and techniques, or kubeconfigs, the pipeline makes use of <strong>short-lived identification tokens<\/strong> issued at runtime by way of OpenID Join (OIDC).<\/p>\n<h3>GitHub Actions \u2192 AWS Instance (Secretless Deployment)<\/h3>\n<p>GitHub supplies a signed OIDC token that identifies the repository, workflow, and department. AWS validates this token and points short-term credentials.<br \/>IAM Belief Coverage Instance:<\/p>\n<div class=\"codeMirror-wrapper\" contenteditable=\"false\">\n<div contenteditable=\"false\">\n<div class=\"codeMirror-code--wrapper\" data-code=\"{&#10;&#10;\u00a0 &quot;Version&quot;: &quot;2012-10-17&quot;,&#10;&#10;\u00a0 &quot;Statement&quot;: [&#10;&#10;\u00a0 \u00a0 {&#10;&#10;\u00a0 \u00a0 \u00a0 &quot;Effect&quot;: &quot;Allow&quot;,&#10;&#10;\u00a0 \u00a0 \u00a0 &quot;Principal&quot;: {&#10;&#10;\u00a0 \u00a0 \u00a0 \u00a0 &quot;Federated&quot;: &quot;arn:aws:iam::AWS_ACCOUNT_ID:oidc-provider\/token.actions.githubusercontent.com&quot;&#10;&#10;\u00a0 \u00a0 \u00a0 },&#10;&#10;\u00a0 \u00a0 \u00a0 &quot;Action&quot;: &quot;sts:AssumeRoleWithWebIdentity&quot;,&#10;&#10;\u00a0 \u00a0 \u00a0 &quot;Condition&quot;: {&#10;&#10;\u00a0 \u00a0 \u00a0 \u00a0 &quot;StringLike&quot;: {&#10;&#10;\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 &quot;token.actions.githubusercontent.com:sub&quot;: &quot;repo:your-org\/your-repo:*&quot;&#10;&#10;\u00a0 \u00a0 \u00a0 \u00a0 }&#10;&#10;\u00a0 \u00a0 \u00a0 }&#10;&#10;\u00a0 \u00a0 }&#10;&#10;\u00a0 ]&#10;&#10;}\" data-lang=\"application\/json\">\n<pre><code lang=\"application\/json\">{\n\n\u00a0 \"Model\": \"2012-10-17\",\n\n\u00a0 \"Assertion\": [\n\n\u00a0 \u00a0 {\n\n\u00a0 \u00a0 \u00a0 \"Effect\": \"Allow\",\n\n\u00a0 \u00a0 \u00a0 \"Principal\": {\n\n\u00a0 \u00a0 \u00a0 \u00a0 \"Federated\": \"arn:aws:iam::AWS_ACCOUNT_ID:oidc-provider\/token.actions.githubusercontent.com\"\n\n\u00a0 \u00a0 \u00a0 },\n\n\u00a0 \u00a0 \u00a0 \"Action\": \"sts:AssumeRoleWithWebIdentity\",\n\n\u00a0 \u00a0 \u00a0 \"Condition\": {\n\n\u00a0 \u00a0 \u00a0 \u00a0 \"StringLike\": {\n\n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \"token.actions.githubusercontent.com:sub\": \"repo:your-org\/your-repo:*\"\n\n\u00a0 \u00a0 \u00a0 \u00a0 }\n\n\u00a0 \u00a0 \u00a0 }\n\n\u00a0 \u00a0 }\n\n\u00a0 ]\n\n}<\/code><\/pre>\n<\/p><\/div><\/div>\n<\/div>\n<h3>GitHub Workflow Utilizing OIDC (No AWS Keys Saved)<\/h3>\n<div class=\"codeMirror-wrapper newest\" contenteditable=\"false\">\n<div contenteditable=\"false\">\n<div class=\"codeMirror-code--wrapper\" data-code=\"jobs:&#10;&#10;\u00a0 deploy:&#10;&#10;\u00a0 \u00a0 runs-on: ubuntu-latest&#10;&#10;\u00a0 \u00a0 steps:&#10;&#10;\u00a0 \u00a0 \u00a0 - uses: actions\/checkout@v4&#10;&#10;\u00a0 \u00a0 \u00a0 - name: Configure AWS via OIDC&#10;&#10;\u00a0 \u00a0 \u00a0 \u00a0 uses: aws-actions\/configure-aws-credentials@v4&#10;&#10;\u00a0 \u00a0 \u00a0 \u00a0 with:&#10;&#10;\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 role-to-assume: arn:aws:iam::ACCOUNT_ID:role\/OIDCDeployRole&#10;&#10;\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 aws-region: us-east-1&#10;&#10;\u00a0&#10;&#10;\u00a0 \u00a0 \u00a0 - name: Deploy to EKS&#10;&#10;\u00a0 \u00a0 \u00a0 \u00a0 run: |&#10;&#10;\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 aws eks update-kubeconfig --name prod&#10;&#10;\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 kubectl apply -f k8s\/\" data-lang=\"text\/x-yaml\">\n<pre><code lang=\"text\/x-yaml\">jobs:\n\n\u00a0 deploy:\n\n\u00a0 \u00a0 runs-on: ubuntu-latest\n\n\u00a0 \u00a0 steps:\n\n\u00a0 \u00a0 \u00a0 - makes use of: actions\/checkout@v4\n\n\u00a0 \u00a0 \u00a0 - identify: Configure AWS by way of OIDC\n\n\u00a0 \u00a0 \u00a0 \u00a0 makes use of: aws-actions\/configure-aws-credentials@v4\n\n\u00a0 \u00a0 \u00a0 \u00a0 with:\n\n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 role-to-assume: arn:aws:iam::ACCOUNT_ID:position\/OIDCDeployRole\n\n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 aws-region: us-east-1\n\n\u00a0\n\n\u00a0 \u00a0 \u00a0 - identify: Deploy to EKS\n\n\u00a0 \u00a0 \u00a0 \u00a0 run: |\n\n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 aws eks update-kubeconfig --name prod\n\n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 kubectl apply -f k8s\/<\/code><\/pre>\n<\/p><\/div><\/div>\n<\/div>\n<p>This eliminates persistent secrets and techniques whereas imposing identity-based authorization.<\/p>\n<p><img decoding=\"async\" style=\"width: 360px;\" class=\"fr-fic fr-dib lazyload\" data-image=\"true\" data-new=\"false\" data-sizeformatted=\"763.6 kB\" data-mimetype=\"image\/png\" data-creationdate=\"1765058427730\" data-creationdateformatted=\"12\/06\/2025 10:00 PM\" data-type=\"temp\" data-url=\"https:\/\/dz2cdn1.dzone.com\/storage\/temp\/18789921-1765058426013.png\" data-modificationdate=\"null\" data-size=\"763587\" data-name=\"1765058426013.png\" data-id=\"18789921\" src=\"https:\/\/dz2cdn1.dzone.com\/storage\/temp\/18789921-1765058426013.png\" alt=\"GitHub Actions\"\/><\/p>\n<h2>Obligatory Safety Scanning within the Pipeline<\/h2>\n<p>Zero Belief requires that each one code and artifacts be validated earlier than deployment.<br \/><img decoding=\"async\" style=\"width: 265px;\" class=\"fr-fic fr-dib lazyload\" data-image=\"true\" data-new=\"false\" data-sizeformatted=\"216.6 kB\" data-mimetype=\"image\/png\" data-creationdate=\"1765058940562\" data-creationdateformatted=\"12\/06\/2025 10:09 PM\" data-type=\"temp\" data-url=\"https:\/\/dz2cdn1.dzone.com\/storage\/temp\/18789923-1765058939048.png\" data-modificationdate=\"null\" data-size=\"216628\" data-name=\"1765058939048.png\" data-id=\"18789923\" src=\"https:\/\/dz2cdn1.dzone.com\/storage\/temp\/18789923-1765058939048.png\" alt=\"Security Scanning\"\/><\/p>\n<h3>Static Code Evaluation (SAST)<\/h3>\n<p>Detects injection dangers, unsafe APIs, insecure enter dealing with, and related points.<\/p>\n<div class=\"codeMirror-wrapper\" contenteditable=\"false\">\n<div contenteditable=\"false\">\n<div class=\"codeMirror-code--wrapper\" data-code=\"- name: Run SAST&#10;run: semgrep ci\" data-lang=\"text\/x-yaml\">\n<pre><code lang=\"text\/x-yaml\">- identify: Run SAST\nrun: semgrep ci<\/code><\/pre>\n<\/p><\/div><\/div>\n<\/div>\n<p>Fail the pipeline on excessive\/vital points.<\/p>\n<h3>Secret Scanning<\/h3>\n<p>Instruments like GitLeaks or TruffleHog detect uncovered credentials:<\/p>\n<div class=\"codeMirror-wrapper\" contenteditable=\"false\">\n<div contenteditable=\"false\">\n<div class=\"codeMirror-code--wrapper\" data-code=\"- name: Secrets Scan&#10;uses: gitleaks\/gitleaks-action@v2\" data-lang=\"text\/x-yaml\">\n<pre><code lang=\"text\/x-yaml\">- identify: Secrets and techniques Scan\nmakes use of: gitleaks\/gitleaks-action@v2<\/code><\/pre>\n<\/p><\/div><\/div>\n<\/div>\n<p>Any found secret ought to set off fail-fast and fast rotation.<\/p>\n<h3>SBOM Era &amp; Dependency Scanning<\/h3>\n<p>Software program payments of supplies (SBOMs) present a full stock of elements, variations, and licenses.<br \/>Utilizing Syft:<\/p>\n<div class=\"codeMirror-wrapper\" contenteditable=\"false\">\n<div contenteditable=\"false\">\n<div class=\"codeMirror-code--wrapper\" data-code=\"syft . -o cyclonedx-json &gt; sbom.json\" data-lang=\"text\/x-sh\">\n<pre><code lang=\"text\/x-sh\">syft . -o cyclonedx-json &gt; sbom.json<\/code><\/pre>\n<\/p><\/div><\/div>\n<\/div>\n<p>Then scan it for vulnerabilities utilizing Trivy or Anchore.<\/p>\n<h3>Container Picture Scanning<\/h3>\n<p>Scan OS-level packages and configurations:<\/p>\n<div class=\"codeMirror-wrapper\" contenteditable=\"false\">\n<div contenteditable=\"false\">\n<div class=\"codeMirror-code--wrapper\" data-code=\"trivy image myapp:latest &#10;--severity HIGH,CRITICAL &#10;--exit-code 1\" data-lang=\"text\/x-sh\">\n<pre><code lang=\"text\/x-sh\">trivy picture myapp:newest \n--severity HIGH,CRITICAL \n--exit-code 1<\/code><\/pre>\n<\/p><\/div><\/div>\n<\/div>\n<p>Zero Belief pipelines don&#8217;t deploy unscanned or susceptible photos.<\/p>\n<h2>Implementing Coverage-as-Code<\/h2>\n<p>Coverage-as-Code applies organizational guidelines routinely, making certain constant safety requirements throughout all deployments.<br \/>Instance: Block Root Containers (OPA\/Rego)<\/p>\n<div class=\"codeMirror-wrapper newest\" contenteditable=\"false\">\n<div contenteditable=\"false\">\n<div class=\"codeMirror-code--wrapper\" data-code=\"deny[msg] {&#10;&#10;\u00a0 input.spec.template.spec.containers[_].securityContext.runAsNonRoot == false&#10;&#10;\u00a0 msg = &quot;Root containers are not allowed&quot;&#10;&#10;}\" data-lang=\"text\/plain\">\n<pre><code lang=\"text\/plain\">deny[msg] {\n\n\u00a0 enter.spec.template.spec.containers[_].securityContext.runAsNonRoot == false\n\n\u00a0 msg = \"Root containers usually are not allowed\"\n\n}<\/code><\/pre>\n<\/p><\/div><\/div>\n<\/div>\n<p>CI pipeline validation (Conftest):\u00a0<\/p>\n<div class=\"codeMirror-wrapper\" contenteditable=\"false\">\n<div contenteditable=\"false\">\n<div class=\"codeMirror-code--wrapper\" data-code=\"- name: Validate Kubernetes Policies&#10;&#10;\u00a0 uses: instrumenta\/conftest-action@v1&#10;&#10;\u00a0 with:&#10;&#10;\u00a0 \u00a0 files: k8s\/\" data-lang=\"text\/x-yaml\">\n<pre><code lang=\"text\/x-yaml\">- identify: Validate Kubernetes Insurance policies\n\n\u00a0 makes use of: instrumenta\/conftest-action@v1\n\n\u00a0 with:\n\n\u00a0 \u00a0 information: k8s\/<\/code><\/pre>\n<\/p><\/div><\/div>\n<\/div>\n<p>If a manifest violates coverage \u2192 deployment is blocked.<\/p>\n<h2>Hardening CI\/CD Runners and Construct Brokers<\/h2>\n<p>As a result of construct infrastructure handles delicate code and artifacts, Zero Belief requires robust isolation.<\/p>\n<p><strong>Really useful Practices<\/strong>:<\/p>\n<ul>\n<li>Use <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/dzone.com\/articles\/what-are-ephemeral-environments\">ephemeral runners<\/a> that reset after every job<\/li>\n<li>Prohibit runner outbound entry (no unrestricted web egress)<\/li>\n<li>Keep away from root containers for builds<\/li>\n<li>Restrict plugin set up (particularly in Jenkins)<\/li>\n<li>Separate untrusted PR builds from privileged deployment pipelines<\/li>\n<\/ul>\n<p>This strategy reduces the blast radius within the occasion of compromise.<\/p>\n<h2>Zero Belief Deployment to Kubernetes\/EKS<\/h2>\n<p>Zero Belief extends past pipeline steps into the cluster itself.<br \/><img decoding=\"async\" style=\"width: 466px;\" class=\"fr-fic fr-dib lazyload\" data-image=\"true\" data-new=\"false\" data-sizeformatted=\"630.7 kB\" data-mimetype=\"image\/png\" data-creationdate=\"1765059630549\" data-creationdateformatted=\"12\/06\/2025 10:20 PM\" data-type=\"temp\" data-url=\"https:\/\/dz2cdn1.dzone.com\/storage\/temp\/18789925-1765059628729.png\" data-modificationdate=\"null\" data-size=\"630746\" data-name=\"1765059628729.png\" data-id=\"18789925\" src=\"https:\/\/dz2cdn1.dzone.com\/storage\/temp\/18789925-1765059628729.png\" alt=\"Zero Trust EKS Deployment\"\/><\/p>\n<h3>Identification-Based mostly Entry with IRSA<\/h3>\n<p>Kubernetes service accounts map to AWS IAM roles with out storing AWS secrets and techniques inside pods.<\/p>\n<h3>Admission Controllers<\/h3>\n<p>Kyverno or OPA Gatekeeper implement cluster-level insurance policies:<\/p>\n<ul>\n<li>Solely signed photos allowed<\/li>\n<li>No privileged workloads<\/li>\n<li>Required useful resource limits<\/li>\n<li>Authorised registries solely<\/li>\n<\/ul>\n<h3>Picture Signing and Verification<\/h3>\n<p>Signal the picture throughout CI:<\/p>\n<div class=\"codeMirror-wrapper\" contenteditable=\"false\">\n<div contenteditable=\"false\">\n<div class=\"codeMirror-code--wrapper\" data-code=\"cosign sign myregistry\/myapp:v1\" data-lang=\"text\/x-sh\">\n<pre><code lang=\"text\/x-sh\">cosign signal myregistry\/myapp:v1<\/code><\/pre>\n<\/p><\/div><\/div>\n<\/div>\n<p>Confirm signatures earlier than deployment:<\/p>\n<div class=\"codeMirror-wrapper newest\" contenteditable=\"false\">\n<div contenteditable=\"false\">\n<div class=\"codeMirror-code--wrapper\" data-code=\"verifyImages:&#10;&#10;\u00a0 - image: &quot;registry\/*&quot;&#10;&#10;\u00a0 \u00a0 key: &quot;cosign.pub&quot;\" data-lang=\"text\/x-yaml\">\n<pre><code lang=\"text\/x-yaml\">verifyImages:\n\n\u00a0 - picture: \"registry\/*\"\n\n\u00a0 \u00a0 key: \"cosign.pub\"<\/code><\/pre>\n<\/p><\/div><\/div>\n<\/div>\n<p>Unsigned photos are rejected routinely.<\/p>\n<h2>Conclusion<\/h2>\n<p>Zero Belief transforms CI\/CD from a trust-based pipeline right into a verifiable, identity-driven, and resilient software program supply system. By eliminating long-lived secrets and techniques, imposing robust scanning workflows, validating configurations routinely, and verifying deployments at runtime, organizations considerably scale back their publicity to supply-chain assaults.<\/p>\n<p>Beginning with OIDC and important scanning is easy, and every extra step \u2014 SBOMs, Coverage-as-Code, admission management, workload identification, and picture signing \u2014 brings the pipeline nearer to a totally Zero Belief mannequin.<\/p>\n<p>This structured and sensible strategy ensures that solely trusted code, constructed via a trusted course of, is deployed into trusted environments.<\/p>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>Securing fashionable CI\/CD pipelines has turn out to be considerably tougher as groups undertake cloud-native architectures and speed up their launch cycles. Attackers now goal construct programs, deployment workflows, and the open-source elements organizations depend on day by day. This tutorial supplies a sensible have a look at how Zero Belief ideas can strengthen the [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":9734,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[56],"tags":[5226,3685,78,477,185,2090],"class_list":["post-9732","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software","tag-cicd","tag-devsecops","tag-guide","tag-pipelines","tag-practical","tag-trust"],"_links":{"self":[{"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=\/wp\/v2\/posts\/9732","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9732"}],"version-history":[{"count":1,"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=\/wp\/v2\/posts\/9732\/revisions"}],"predecessor-version":[{"id":9733,"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=\/wp\/v2\/posts\/9732\/revisions\/9733"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=\/wp\/v2\/media\/9734"}],"wp:attachment":[{"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9732"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9732"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9732"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}<!-- This website is optimized by Airlift. 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