{"id":99,"date":"2026-07-10T07:16:11","date_gmt":"2026-07-10T07:16:11","guid":{"rendered":"https:\/\/ireviewed.in\/blog\/?p=99"},"modified":"2026-07-10T07:16:11","modified_gmt":"2026-07-10T07:16:11","slug":"enterprise-gitops-architectures-automating-cloud-and-kubernetes-environments","status":"publish","type":"post","link":"https:\/\/ireviewed.in\/blog\/uncategorized\/enterprise-gitops-architectures-automating-cloud-and-kubernetes-environments\/","title":{"rendered":"Enterprise GitOps Architectures: Automating Cloud and Kubernetes Environments"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"572\" src=\"https:\/\/ireviewed.in\/blog\/wp-content\/uploads\/2026\/07\/image-5.png\" alt=\"\" class=\"wp-image-100\" srcset=\"https:\/\/ireviewed.in\/blog\/wp-content\/uploads\/2026\/07\/image-5.png 1024w, https:\/\/ireviewed.in\/blog\/wp-content\/uploads\/2026\/07\/image-5-300x168.png 300w, https:\/\/ireviewed.in\/blog\/wp-content\/uploads\/2026\/07\/image-5-768x429.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Modern systems engineering teams encounter severe challenges when managing distributed, multi-region cloud infrastructure. Traditionally, continuous delivery systems relied on push-based scripts executed inside central orchestration machines to push configurations out to infrastructure endpoints. While functional for isolated applications, this methodology regularly creates infrastructure state inconsistencies, manual configuration modifications that slip past peer reviews, and brittle deployment steps that are difficult to replicate.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As organizations scale their cloud environments, maintaining alignment between environment source parameters and live production clusters becomes increasingly chaotic. Manually troubleshooting configuration variations stalls software velocity and heightens security vulnerabilities. To establish stable environments and optimize continuous integration outcomes, modern enterprises must adopt automated execution frameworks that link live runtime environments to declarative, version-controlled definitions.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What is GitOps?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">GitOps is an operational framework that takes DevOps best practices used for application development\u2014such as version control, collaboration, compliance, and continuous integration\u2014and applies them to infrastructure automation. It uses Git repositories as the definitive source of truth for the desired state of infrastructure configurations and system files.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>+--------------------------------------------------------------------------+\n|                          GitOps Control Loop                             |\n+--------------------------------------------------------------------------+\n  &#091;Developer Merge] -&gt; &#091;Git Source Repo] -&gt; &#091;Pull Pull-Based Agent] -&gt; &#091;Live Cluster]\n         ^                                                                  |\n         |                                                                  v\n  &#091;Rollback\/History] &lt;--------------------------------------------- &#091;Drift Rectified]\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Under a GitOps operational model, any update to a configuration profile must take place within the software repository. An automated process, running inside the target environment, evaluates the delta between the declared code layout and the operational infrastructure state, systematically executing changes to resolve configuration drift.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why It Matters: Declarative Control and Real-time Auditing<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Operating multi-tenant setups across cloud architectures means application manifests change continuously. Relying on engineers to manually write imperatively structured execution lines using command-line variables leads to undocumented changes and uncoordinated runtime states.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Enforcing declarative infrastructure strategies ensures environment parameters are stored explicitly as code templates. If an unauthorized administrator makes an ad-hoc adjustment inside a live dashboard, the local environment agent flags the modification and enforces the correct code definition automatically. This operational design reduces security gaps, simplifies environment tracking, and supports production stability.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">About BestDevOps<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/www.bestdevops.com\/\">BestDevOps<\/a><\/strong> functions as an educational reference and engineering intelligence resource designed for systems architects, cloud practitioners, site reliability engineers, and software delivery leads. The platform provides structured technical roadmaps, hands-on tool comparisons, deployment tutorials, and certification preparation material covering core enterprise domains like infrastructure as code, container orchestration, and continuous integration pipelines. It also features integrated data-driven analytical insights designed to help teams measure software delivery performance, identify workflow blockages, and systematically evaluate key DORA indicators.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Whether you are an enterprise technical manager seeking to standardize multi-cloud infrastructure, or a software engineer looking to advance your technical delivery skills, the platform provides actionable guides tailored to modern operations. By focusing on practical application architectural patterns and systematic automation frameworks, the platform assists engineering teams in mitigating system friction, strengthening delivery consistency, and managing the underlying complexities of cloud-native development. Professionals seeking to design robust delivery pipelines can leverage these resources to identify the Best DevOps Tools configurations.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Common Enterprise Infrastructure Operations Challenges<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Undocumented Configuration Drift:<\/strong> Technicians manually patching live runtime nodes during incidents creates configuration states that do not match the repository definitions.<\/li>\n\n\n\n<li><strong>Overly Permissive Pipeline Credentials:<\/strong> Push-based deployment systems require storing highly privileged cloud access keys inside central orchestration engines, expanding security risk areas.<\/li>\n\n\n\n<li><strong>Vague System Audit Trails:<\/strong> Dispersed execution logs across multiple CI engines make it difficult to determine who initialized a specific configuration change.<\/li>\n\n\n\n<li><strong>Brittle Rollback Mechanisms:<\/strong> Recovering from faulty continuous delivery cycles often involves running complex inverse scripts that can introduce further errors into target environments.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Key Concepts of Declarative Infrastructure Automation<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Declarative Descriptions<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">System environments must be modeled using structural template definitions (such as Helm charts or Kustomize manifests) that specify the exact desired state rather than the installation commands.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Pull-Based Synchronization Agents<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Instead of push-driven external scripts, specialized controllers run inside the target environment to fetch configurations from repositories asynchronously, protecting cluster boundaries.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Automated Reconciliation Loops<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Continuously checking live infrastructure states against version-controlled blueprints ensures discrepancies are flagged and resolved automatically.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Immutability Properties<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Infrastructure instances are never modified in place. Changes require updating configuration codes, building fresh assets, and swapping out active nodes cleanly.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Architectural Workflow of a GitOps Reconciliation Loop<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A robust deployment engine synchronizes code declarations with active cloud nodes via structured pull mechanisms.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&#091; Git Pull Request ] ---&gt; Merged into Production Branch\n                                |\n                                v\n&#091; GitOps Controller ] ----&gt; Pulls Manifests &amp; Identifies State Delta\n                                |\n                                v\n&#091; Kubernetes Engine ] ----&gt; Updates Running Pods &amp; Reallocates Volumes\n                                |\n                                v\n&#091; System Telemetry ] -----&gt; Emits Performance Records back to Logging Stacks\n<\/code><\/pre>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Code Merging:<\/strong> Engineers merge peer-reviewed configuration files into the central software repository branch.<\/li>\n\n\n\n<li><strong>State Assessment:<\/strong> The in-cluster synchronization controller catches the new commit and extracts the declarative manifests.<\/li>\n\n\n\n<li><strong>Delta Calculation:<\/strong> The controller identifies variations between the live cloud nodes and the code blueprints.<\/li>\n\n\n\n<li><strong>Auto-Reconciliation:<\/strong> The engine applies targeted corrections to the live resources, updating configurations to match the code repository without manual intervention.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Real-World Enterprise Use Cases<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">High-Availability Multi-Region Cluster Synchronization<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A software-as-a-service vendor needed to maintain standardized settings across multiple Kubernetes clusters deployed globally. By switching to pull-based synchronization tools, the platform team unified environment setups. Updating the master repository automatically synchronized configuration adjustments across all global deployment zones.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Instant Disaster Recovery Environment Rebuilding<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">An online billing portal experienced a critical regional data center failure. Because their entire infrastructure topology was defined declaratively inside software repositories, engineers initialized a replacement cluster in a different region and attached the system agent. The controller pulled the configurations and rebuilt the environment state within minutes.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Technical and Business Benefits<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Simplified Rollback Actions:<\/strong> Reverting a broken system update requires running a standard Git rollback commit to return the cluster to its last known good configuration state.<\/li>\n\n\n\n<li><strong>Strengthened Access Controls:<\/strong> Engineers do not need direct infrastructure modification access keys; they interact exclusively with code repositories and pull requests.<\/li>\n\n\n\n<li><strong>Clear Compliance Trails:<\/strong> The software repository&#8217;s log history serves as a verifiable audit trail detailing exactly who authorized and merged configuration adjustments.<\/li>\n\n\n\n<li><strong>Increased Team Confidence:<\/strong> Eliminating manual deployment checklists removes human error from release cycles, creating predictable operational routines.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Best Practices for GitOps Platforms<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Separate Application Repositories from Infrastructure Parameters<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Do not mix source code definitions with environmental deployment configurations within the same repository. Keep infrastructure definitions in a dedicated repository to limit build noise and manage access boundaries cleanly.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Enforce Structured Peer Review Requirements<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Protect primary branches by requiring multiple approvals on all pull requests. Since code updates directly change live production setups, treat configurations with the same scrutiny as application source text.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Implement Comprehensive Tracking<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Combine automated synchronization setups with data collectors like OpenTelemetry. Providing comprehensive insight metrics ensures teams quickly identify pipeline errors or resource allocation bottlenecks.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Common Mistakes to Avoid<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Mixing Imperative Interventions:<\/strong> Manually running terminal commands inside managed clusters conflicts with automated synchronization loops and reintroduces configuration drift.<\/li>\n\n\n\n<li><strong>Ignoring Webhook Rate Boundaries:<\/strong> Relying on basic polling intervals rather than configured repository webhooks introduces synchronization delays across complex setups.<\/li>\n\n\n\n<li><strong>Overlooking Cultural Coordination:<\/strong> Automation tools provide structural patterns, but sustainable excellence still requires a strong engineering culture, regular training sessions, and clear communication guidelines.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Implementation Strategy and Roadmap<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Transitioning to declarative continuous delivery patterns requires a phased approach to protect existing infrastructure operations:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Phase 1: Standardize Layouts (Translate imperative installation scripts into templates)\n                         |\n                         v\nPhase 2: Establish Agent Controls (Deploy cluster sync tools in read-only audit mode)\n                         |\n                         v\nPhase 3: Turn on Auto-Sync (Enable automated reconciliation for development stages)\n                         |\n                         v\nPhase 4: Connect Metric Dashboards (Link telemetry hooks to evaluate delivery stability)\n<\/code><\/pre>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Create Declarative Templates:<\/strong> Move manual configuration values into structured code files using tools like Terraform, Ansible, or Docker configuration patterns.<\/li>\n\n\n\n<li><strong>Deploy Sync Frameworks:<\/strong> Install in-cluster agents in monitoring-only modes to safely log configuration drift without triggering unexpected changes.<\/li>\n\n\n\n<li><strong>Activate Automated Syncing:<\/strong> Enable automated reconciliation loops for development clusters to help engineers practice pull-request workflows.<\/li>\n\n\n\n<li><strong>Incorporate Metric Tracking:<\/strong> Connect data collection tools to trace operational indicators and ensure systems meet velocity goals.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Traditional Continuous Delivery vs. Pull-Based GitOps<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>Operating Dimension<\/strong><\/td><td><strong>Traditional Continuous Delivery<\/strong><\/td><td><strong>Pull-Based GitOps Approach<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>Execution Direction<\/strong><\/td><td>Push model: External orchestration scripts force updates.<\/td><td>Pull model: In-cluster synchronization agents pull down configurations.<\/td><\/tr><tr><td><strong>Credential Management<\/strong><\/td><td>Privileged cloud keys are stored inside external CI engines.<\/td><td>Security tokens remain isolated within the local cluster network.<\/td><\/tr><tr><td><strong>Drift Management<\/strong><\/td><td>Misses unapproved cluster adjustments until the next manual script run.<\/td><td>Detects configuration drift quickly and reapplies declarations.<\/td><\/tr><tr><td><strong>Rollback Operations<\/strong><\/td><td>Involves running manual recovery commands or backup files.<\/td><td>Leverages standard repository actions to revert code commits cleanly.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Career Guidance: Building Advanced Engineering Capabilities<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Enterprise adoption of declarative operations models drives strong demand for practitioners who understand system automation, policy design, and configuration tracking.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Required Skill Sets<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Container Orchestration:<\/strong> Advanced knowledge managing Kubernetes setups, custom definitions, and container structures.<\/li>\n\n\n\n<li><strong>Infrastructure Definition:<\/strong> Writing clean, reusable declarative code configurations with tools like Terraform.<\/li>\n\n\n\n<li><strong>Pipeline Instrumentation:<\/strong> Linking code events to execution runners using platforms like Jenkins or GitHub Actions.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Recommended Learning Pathways<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Practitioners can expand their professional skill sets through structured learning materials:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Comprehensive Operations Roadmaps:<\/strong> Review a structured DevOps Roadmap to study containerization principles, configuration management patterns, and system architectures.<\/li>\n\n\n\n<li><strong>Practical Framework Guides:<\/strong> Walk through targeted DevOps Tutorial for Beginners modules to gain hands-on experience constructing continuous delivery components.<\/li>\n\n\n\n<li><strong>Validation Programs:<\/strong> Explore advanced industry validations by consulting comprehensive reviews of the Best DevOps Certifications available.<\/li>\n\n\n\n<li><strong>Deep-Dive Training:<\/strong> Enroll in an industry-focused Best DevOps Course to build real-world experience managing multi-region clusters, automated pipelines, and infrastructure as code setups.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Interview and Progression Frameworks<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Moving into platform design positions requires a solid grasp of systems architecture and release management patterns. Engineers can review curated DevOps Interview Questions to practice explaining configuration sync, credential isolation, and state reconciliation designs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As teams adopt automated delivery models, senior architecture opportunities expand. To evaluate market trends and regional compensation expectations, review detailed evaluations of DevOps Engineer Salary statistics to plan your career path.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Frequently Asked Questions<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q1. How does GitOps modify the responsibilities of traditional operations teams?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It shifts the focus from manual systems monitoring to platform design. Operators write automation rules, build shared infrastructure templates, and maintain synchronization platforms, enabling development teams to launch services independently and securely.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q2. Can GitOps manage cloud infrastructure outside of Kubernetes clusters?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yes. While frequently applied within container environments, it can handle traditional cloud components like databases, networks, and storage buckets using infrastructure-as-code controllers that translate code into cloud provider API calls.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q3. How does a GitOps repository structure handle sensitive deployment credentials safely?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Secret values should never be stored in plain text within code files. Use specialized encryption engines or cloud-managed systems that inject credentials into memory dynamically during the reconciliation process.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q4. What happens if the primary version control platform encounters a network outage?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Active clusters continue to run normally using their last synchronized state definition. The agent pauses state synchronization until the repository network connection recovers, protecting live services from disruption.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q5. How do development teams coordinate distinct environment parameters across multiple stages?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Organizations use structuring utilities like Kustomize overlays or Helm configuration values to maintain a base manifest while applying specific changes for development, staging, and production environments.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q6. Is GitOps suitable for smaller software teams?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yes. Adopting structured code templates early on prevents messy configuration drift and creates reliable, documented deployment processes as the engineering organization grows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q7. What are the key criteria for selecting infrastructure management tools?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Focus on tools that support declarative definitions, provide open API parameters, integrate with your version control systems, and offer clear error reporting during sync operations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q8. How do delivery metrics connect with automated infrastructure platforms?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Using modern DORA Metrics Tools helps teams confirm that switching to declarative reconciliation loops improves code stability, lowers failure rates, and reduces recovery times.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Implementing a declarative delivery framework provides an efficient, scalable model for managing multi-cloud enterprise infrastructure. Using software repositories as the primary source of truth allows engineering teams to eliminate undocumented configurations, limit security surface risks, and ensure reproducible environment deployments across global networks.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">However, a successful automated infrastructure strategy requires more than just deploying synchronization agents. Long-term operational excellence relies on a collaborative engineering culture, continuous feedback loops, robust automation, and a commitment to data-driven improvement. Tracking your delivery performance metrics through comprehensive platforms like DevOpsIQ provides your team with the clear analytical insights needed to clear deployment bottlenecks, support technical talent, and build a highly responsive enterprise delivery ecosystem.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction Modern systems engineering teams encounter severe challenges when managing distributed, multi-region cloud infrastructure. Traditionally, continuous delivery systems relied on push-based scripts executed inside central orchestration machines to push configurations out to infrastructure endpoints. While functional for isolated applications, this methodology regularly creates infrastructure state inconsistencies, manual configuration modifications that slip past peer reviews, and &#8230; <a title=\"Enterprise GitOps Architectures: Automating Cloud and Kubernetes Environments\" class=\"read-more\" href=\"https:\/\/ireviewed.in\/blog\/uncategorized\/enterprise-gitops-architectures-automating-cloud-and-kubernetes-environments\/\" aria-label=\"Read more about Enterprise GitOps Architectures: Automating Cloud and Kubernetes Environments\">Read more<\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-99","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/ireviewed.in\/blog\/wp-json\/wp\/v2\/posts\/99","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ireviewed.in\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ireviewed.in\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ireviewed.in\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/ireviewed.in\/blog\/wp-json\/wp\/v2\/comments?post=99"}],"version-history":[{"count":1,"href":"https:\/\/ireviewed.in\/blog\/wp-json\/wp\/v2\/posts\/99\/revisions"}],"predecessor-version":[{"id":101,"href":"https:\/\/ireviewed.in\/blog\/wp-json\/wp\/v2\/posts\/99\/revisions\/101"}],"wp:attachment":[{"href":"https:\/\/ireviewed.in\/blog\/wp-json\/wp\/v2\/media?parent=99"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ireviewed.in\/blog\/wp-json\/wp\/v2\/categories?post=99"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ireviewed.in\/blog\/wp-json\/wp\/v2\/tags?post=99"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}