{"id":33911,"date":"2025-09-16T14:22:25","date_gmt":"2025-09-16T13:22:25","guid":{"rendered":"https:\/\/ductus.global\/?p=33911"},"modified":"2026-02-20T16:59:42","modified_gmt":"2026-02-20T15:59:42","slug":"through-the-magnifying-glass-building-a-smarter-qa-strategy","status":"publish","type":"post","link":"https:\/\/ductus.global\/sv\/through-the-magnifying-glass-building-a-smarter-qa-strategy\/","title":{"rendered":"Through the Magnifying Glass: Building a Smarter QA Strategy"},"content":{"rendered":"\n<div class=\"wp-block-cover alignfull\" style=\"min-height:300px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-d-plum-dark-background-color has-background-dim-70 has-background-dim\"><\/span><img decoding=\"async\" width=\"1200\" height=\"645\" src=\"https:\/\/ductus.global\/wp-content\/uploads\/2025\/09\/video-preview-Mia-2.png\" class=\"wp-block-cover__image-background wp-post-image\" alt=\"\" data-object-fit=\"cover\" data-object-position=\"28% 45%\" style=\"object-position:28% 45%;\" srcset=\"https:\/\/ductus.global\/wp-content\/uploads\/2025\/09\/video-preview-Mia-2.png 1200w, https:\/\/ductus.global\/wp-content\/uploads\/2025\/09\/video-preview-Mia-2-300x161.png 300w, https:\/\/ductus.global\/wp-content\/uploads\/2025\/09\/video-preview-Mia-2-1024x550.png 1024w, https:\/\/ductus.global\/wp-content\/uploads\/2025\/09\/video-preview-Mia-2-768x413.png 768w, https:\/\/ductus.global\/wp-content\/uploads\/2025\/09\/video-preview-Mia-2-93x50.png 93w, https:\/\/ductus.global\/wp-content\/uploads\/2025\/09\/video-preview-Mia-2-820x441.png 820w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<p class=\"has-text-align-center has-ductus-white-color has-text-color has-link-color wp-elements-f0f9f0dd201eff9a6a124619761c3b0a\">NETWORK AUTOMATION \/ VIDEO<\/p>\n\n\n\n<h1 class=\"wp-block-heading has-text-align-center has-ductus-white-color has-text-color has-link-color wp-elements-a67264320d7415aa3d313487a926cc60\" id=\"h-through-the-magnifying-glass-building-a-smarter-qa-strategy\" style=\"font-size:42px;font-style:normal;font-weight:600\"><strong>Through the Magnifying Glass: Building a Smarter QA Strategy<\/strong><\/h1>\n<\/div><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-responsive-medium\"><\/div>\n\n\n\n<p class=\"has-preamble-font-size\">At Cisco Automation Developer Days 2024 in Stockholm, Mia Johansson, QA Specialist at Ductus, took the stage to share her expertise on quality assurance in network automation projects.<\/p>\n\n\n\n<p>Her talk, \u201cThrough the Magnifying Glass \u2013 How to Review Your QA and Create a QA Strategy\u201d, highlighted why QA is more important than ever in today\u2019s software-driven world \u2014 where automation, technical debt, and complex integrations often challenge teams and organizations..<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-responsive-small\"><\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Through the magnifying glass - How to review your QA and create a QA Strategy\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/KvYPEbO3ACI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-responsive-small\"><\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-ductus-darkblue-color has-text-color has-link-color wp-elements-9818572b8bdf132b1d170106cb5f8e27\" id=\"h-key-themes-from-mia-s-talk\">Key Themes from Mia\u2019s Talk:<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>The cost of poor quality<\/strong> <br>Technical debt and failed software projects are expensive. Mia shared data and examples that underline the risks of neglecting structured QA practices.<\/li>\n\n\n\n<li><strong>Handling the unknown<\/strong><br>Every project faces uncertainties. A structured QA strategy helps manage the \u201cunknowns\u201d and reduce risks that derail timelines and outcomes.<\/li>\n\n\n\n<li><strong>Evolving QA strategies<\/strong><br>QA is not static \u2014 it must evolve as the business, technology, and team structures change. Regular reviews keep quality aligned with organizational goals.<\/li>\n\n\n\n<li><strong>Practical methods for review<\/strong><br>From interviews to retrospectives, Mia outlined ways to evaluate current QA practices, identify pain points, and create actionable improvements.<\/li>\n\n\n\n<li><strong>Collaboration &amp; knowledge sharing<\/strong><br>True quality is built across teams. Involving testers, developers, and stakeholders ensures ownership, knowledge transfer, and sustainable results.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-responsive-medium\"><\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-ductus-lightgray-color has-alpha-channel-opacity has-ductus-lightgray-background-color has-background\"\/>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-responsive-small\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-ductus-darkblue-color has-text-color has-link-color wp-elements-0af421ab7cc0fcb895acb2199da453d5\" id=\"h-why-qa-defines-success\">Why QA Defines Success<\/h2>\n\n\n\n<p>Quality assurance isn\u2019t just about catching bugs. A strong QA strategy helps organizations reduce risk, control technical debt, and deliver automation projects that scale reliably. Done right, QA doesn\u2019t slow teams down \u2014 it accelerates delivery, strengthens collaboration, and creates trust across the business.<\/p>\n\n\n\n<p>For companies scaling network automation, QA isn\u2019t optional. It\u2019s the foundation for sustainable growth and long-term success.<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-responsive-medium\"><\/div>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-ductus-lightgray-color has-alpha-channel-opacity has-ductus-lightgray-background-color has-background\"\/>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-responsive-small\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-ductus-darkblue-color has-text-color has-link-color wp-elements-b23333f03bcb58d69accefaa07cfd880\" id=\"h-explore-more-on-qa-and-automation-strategy\">Explore More on QA and Automation Strategy<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:300px\">\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"703\" height=\"658\" src=\"https:\/\/ductus.global\/wp-content\/uploads\/2025\/09\/WP-view-1.png\" alt=\"\" class=\"wp-image-33932\" style=\"width:250px\" srcset=\"https:\/\/ductus.global\/wp-content\/uploads\/2025\/09\/WP-view-1.png 703w, https:\/\/ductus.global\/wp-content\/uploads\/2025\/09\/WP-view-1-300x281.png 300w, https:\/\/ductus.global\/wp-content\/uploads\/2025\/09\/WP-view-1-53x50.png 53w, https:\/\/ductus.global\/wp-content\/uploads\/2025\/09\/WP-view-1-471x441.png 471w\" sizes=\"(max-width: 703px) 100vw, 703px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p><strong><a href=\"https:\/\/stage.ductus.global\/whitepaper-the-importance-of-software-quality-assurance-in-network-automation\/\">The Importance of Software Quality Assurance in Network Automation<\/a><\/strong> \u2014 A practical white paper with frameworks and best practices for bringing QA into the heart of automation.<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/stage.ductus.global\/core-software-development-principles-for-service-providers\/\">Core Software Development Principles for Service Providers<\/a><\/strong> \u2014 Insight on embedding QA into your delivery practices and building scalable automation with reliability and efficiency.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-responsive-medium\"><\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-background\" style=\"background-color:#dbe3e1\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-responsive-medium\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-ductus-darkblue-color has-text-color has-link-color wp-elements-4437f6ec103aaaf4fbd5a90061006052\" id=\"h-let-s-elevate-your-qa-strategy\">Let\u2019s Elevate Your QA Strategy<\/h2>\n\n\n\n<p>Ready to take a closer look at your QA strategy \u2014 or build one that empowers your teams to deliver automation with confidence? Reach out to Peter Sallenhag to start the conversation.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image is-style-rounded\">\n<figure class=\"alignright size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/stage.ductus.global\/wp-content\/uploads\/2025\/02\/Peter-Sallenhag-circle.png\" alt=\"\" class=\"wp-image-33236\" style=\"object-fit:cover;width:170px\"\/><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\" id=\"h-peter-sallenhag\">Peter Sallenhag<\/h3>\n\n\n\n<p>peter.sallenhag(at)ductus.se<br>Phone: +46 70 571 05 82<\/p>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" 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style=\"height:150px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-responsive-large\"><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group alignfull\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-responsive-medium\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-related-content\">Related content<\/h2>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-responsive-smaller\"><\/div>\n\n\n\n<section id=\"post-grid-block_eb82445a4bd025a3c7dd687148056f7c\" class=\"post-grid aligncenter template-0\">\n\t<div class=\"inner-grid columns-3\">\n\t\t\n\t\t\t\t\n\n<div class=\"grid-item post \">\n\t<a href=\"https:\/\/ductus.global\/sv\/what-successful-teams-do-to-create-impactful-automation\/\" class=\"block-link\" title=\"What Successful Teams do to Create Impactful Automation\">\n        \t\t<figura class=\"grid-item-image\">\n            <img decoding=\"async\" src=\"https:\/\/ductus.global\/wp-content\/uploads\/2026\/02\/Webinar-teams-preview-web.jpg\" alt=\"What Successful Teams do to Create Impactful Automation\">\n        <\/figura>\n                        <span class=\"date-info \"  style=\"color:\"><span class=\"category-name last-cat\">Webinar <\/span><\/span>\n        \t\t<div class=\"inner\">\n\t\t\t<span class=\"item-title alt-heading-font\">What Successful Teams do to Create Impactful Automation<\/span>\n\t\t\t<p class=\"item-text\">Network automation is no longer optional. 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Few bring the compounded expertise needed to deliver real change \u2014&#8230;<\/p>\n\t\t<\/div>\n\t<\/a>\n<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\n\n<div class=\"grid-item post \">\n\t<a href=\"https:\/\/ductus.global\/sv\/a-blueprint-for-network-automation-designing-scalable-secure-and-maintainable-architectures\/\" class=\"block-link\" title=\"A Blueprint for Network Automation: Designing Scalable, Secure, and Maintainable Architectures\">\n        \t\t<figura class=\"grid-item-image\">\n            <img decoding=\"async\" src=\"https:\/\/ductus.global\/wp-content\/uploads\/2025\/05\/Blueprint-795x441.jpg\" alt=\"A Blueprint for Network Automation: Designing Scalable, Secure, and Maintainable Architectures\">\n        <\/figura>\n                        <span class=\"date-info \"  style=\"color:\"><span class=\"category-name last-cat\">Insight <\/span><\/span>\n        \t\t<div class=\"inner\">\n\t\t\t<span class=\"item-title alt-heading-font\">A Blueprint for Network Automation: Designing Scalable, Secure, and Maintainable Architectures<\/span>\n\t\t\t<p class=\"item-text\">Network automation isn\u2019t just about speed \u2014 it\u2019s about strategy. For large enterprises and service providers,&#8230;<\/p>\n\t\t<\/div>\n\t<\/a>\n<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\n\n<div class=\"grid-item post \">\n\t<a href=\"https:\/\/ductus.global\/sv\/assurance-the-business-critical-foundation-for-network-automation\/\" class=\"block-link\" title=\"Assurance: The Business-Critical Foundation for Network Automation\">\n        \t\t<figura class=\"grid-item-image\">\n            <img decoding=\"async\" src=\"https:\/\/ductus.global\/wp-content\/uploads\/2025\/05\/Assurance-insight-header-836x441.jpg\" alt=\"Assurance: The Business-Critical Foundation for Network Automation\">\n        <\/figura>\n                        <span class=\"date-info \"  style=\"color:\"><span class=\"category-name last-cat\">Insight <\/span><\/span>\n        \t\t<div class=\"inner\">\n\t\t\t<span class=\"item-title alt-heading-font\">Assurance: The Business-Critical Foundation for Network Automation<\/span>\n\t\t\t<p class=\"item-text\">The most important task for any Communications Service Provider (CSP), beyond delivering services, is to assure their&#8230;<\/p>\n\t\t<\/div>\n\t<\/a>\n<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\n\n<div class=\"grid-item post \">\n\t<a href=\"https:\/\/ductus.global\/sv\/why-every-automated-network-needs-a-source-of-truth\/\" class=\"block-link\" title=\"Why Every Automated Network Needs a Source of Truth\">\n        \t\t<figura class=\"grid-item-image\">\n            <img decoding=\"async\" src=\"https:\/\/ductus.global\/wp-content\/uploads\/2025\/05\/NSoT-preview-804x441.jpg\" alt=\"Why Every Automated Network Needs a Source of Truth\">\n        <\/figura>\n                        <span class=\"date-info \"  style=\"color:\"><span class=\"category-name last-cat\">Insight <\/span><\/span>\n        \t\t<div class=\"inner\">\n\t\t\t<span class=\"item-title alt-heading-font\">Why Every Automated Network Needs a Source of Truth<\/span>\n\t\t\t<p class=\"item-text\">In modern network automation, reliable data is everything. As networks grow more complex, a Network Source of Truth&#8230;<\/p>\n\t\t<\/div>\n\t<\/a>\n<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\n\n<div class=\"grid-item post \">\n\t<a href=\"https:\/\/ductus.global\/sv\/autonomous-networks-challenges-and-practical-steps-for-communication-service-providers\/\" class=\"block-link\" title=\"Autonomous Networks: Challenges and Practical Steps for Communication Service Providers\">\n        \t\t<figura class=\"grid-item-image\">\n            <img decoding=\"async\" src=\"https:\/\/ductus.global\/wp-content\/uploads\/2025\/04\/A-path-to-autonomous-networks-618x441.jpeg\" alt=\"Autonomous Networks: Challenges and Practical Steps for Communication Service Providers\">\n        <\/figura>\n                        <span class=\"date-info \"  style=\"color:\"><span class=\"category-name last-cat\">Insight <\/span><\/span>\n        \t\t<div class=\"inner\">\n\t\t\t<span class=\"item-title alt-heading-font\">Autonomous Networks: Challenges and Practical Steps for Communication Service Providers<\/span>\n\t\t\t<p class=\"item-text\">Telecom networks are becoming increasingly complex and dynamic, with demand for high-speed connectivity, cloud-native&#8230;<\/p>\n\t\t<\/div>\n\t<\/a>\n<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\n\n<div class=\"grid-item post \">\n\t<a href=\"https:\/\/ductus.global\/sv\/software-qa-network-automation\/\" class=\"block-link\" title=\"The Importance of Software Quality Assurance in Network Automation\u00a0\">\n        \t\t<figura class=\"grid-item-image\">\n            <img decoding=\"async\" src=\"https:\/\/ductus.global\/wp-content\/uploads\/2025\/03\/WP-preview-upd-710x441.jpg\" alt=\"The Importance of Software Quality Assurance in Network Automation\u00a0\">\n        <\/figura>\n                        <span class=\"date-info \"  style=\"color:\"><span class=\"category-name last-cat\">White paper <\/span><\/span>\n        \t\t<div class=\"inner\">\n\t\t\t<span class=\"item-title alt-heading-font\">The Importance of Software Quality Assurance in Network Automation\u00a0<\/span>\n\t\t\t<p class=\"item-text\">Software QA in Network Automation is essential for building reliable, secure, and cost-efficient networks. As service&#8230;<\/p>\n\t\t<\/div>\n\t<\/a>\n<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\n\n<div class=\"grid-item post \">\n\t<a href=\"https:\/\/ductus.global\/sv\/core-software-development-principles-for-service-providers\/\" class=\"block-link\" title=\"Core Software Development Principles for Service Providers\">\n        \t\t<figura class=\"grid-item-image\">\n            <img decoding=\"async\" src=\"https:\/\/ductus.global\/wp-content\/uploads\/2021\/09\/network-840x426.jpeg\" alt=\"Core Software Development Principles for Service Providers\">\n        <\/figura>\n                        <span class=\"date-info \"  style=\"color:\"><span class=\"category-name last-cat\">Insight <\/span><\/span>\n        \t\t<div class=\"inner\">\n\t\t\t<span class=\"item-title alt-heading-font\">Core Software Development Principles for Service Providers<\/span>\n\t\t\t<p class=\"item-text\">How can service providers accelerate service deployments while maintaining quality? Automation is often the answer, but&#8230;<\/p>\n\t\t<\/div>\n\t<\/a>\n<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\n\n<div class=\"grid-item post \">\n\t<a href=\"https:\/\/ductus.global\/sv\/what-is-network-automation\/\" class=\"block-link\" title=\"What is network automation?\">\n        \t\t<figura class=\"grid-item-image\">\n            <img decoding=\"async\" src=\"https:\/\/ductus.global\/wp-content\/uploads\/2021\/04\/network-concept-836x441.jpg\" alt=\"What is network automation?\">\n        <\/figura>\n                        <span class=\"date-info \"  style=\"color:\"><span class=\"category-name last-cat\">Insight <\/span><\/span>\n        \t\t<div class=\"inner\">\n\t\t\t<span class=\"item-title alt-heading-font\">What is network automation?<\/span>\n\t\t\t<p class=\"item-text\">Network automation is the continuous activity of&nbsp;transforming&nbsp;your network operations tasks&#8230;<\/p>\n\t\t<\/div>\n\t<\/a>\n<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\n\n<div class=\"grid-item post \">\n\t<a href=\"https:\/\/ductus.global\/sv\/cisco-crosswork-nso-expertise\/\" class=\"block-link\" title=\"Cisco Crosswork NSO expertise\">\n        \t\t<figura class=\"grid-item-image\">\n            <img decoding=\"async\" src=\"https:\/\/ductus.global\/wp-content\/uploads\/2021\/04\/network-5-833x441.jpg\" alt=\"Cisco Crosswork NSO expertise\">\n        <\/figura>\n                        <span class=\"date-info \"  style=\"color:\"><span class=\"category-name last-cat\">Insight <\/span><\/span>\n        \t\t<div class=\"inner\">\n\t\t\t<span class=\"item-title alt-heading-font\">Cisco Crosswork NSO expertise<\/span>\n\t\t\t<p class=\"item-text\">Cisco Crosswork NSO&nbsp;is the leading&nbsp;network automation platform for enterprises and service providers. When&#8230;<\/p>\n\t\t<\/div>\n\t<\/a>\n<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t<\/section>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-responsive-medium\"><\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>At Cisco Automation Developer Days 2024 in Stockholm, Mia Johansson, QA Specialist at Ductus, took the stage to share her expertise on quality assurance in network automation projects. Her talk, \u201cThrough the Magnifying Glass \u2013 How to Review Your QA and Create a QA Strategy\u201d, highlighted why QA is more important than ever in today\u2019s [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":33912,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4297],"tags":[4283,4278],"class_list":["post-33911","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-video","tag-network-automation-advisory","tag-network-automation-implementation"],"acf":[],"_links":{"self":[{"href":"https:\/\/ductus.global\/sv\/wp-json\/wp\/v2\/posts\/33911","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ductus.global\/sv\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ductus.global\/sv\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ductus.global\/sv\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/ductus.global\/sv\/wp-json\/wp\/v2\/comments?post=33911"}],"version-history":[{"count":6,"href":"https:\/\/ductus.global\/sv\/wp-json\/wp\/v2\/posts\/33911\/revisions"}],"predecessor-version":[{"id":34307,"href":"https:\/\/ductus.global\/sv\/wp-json\/wp\/v2\/posts\/33911\/revisions\/34307"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ductus.global\/sv\/wp-json\/wp\/v2\/media\/33912"}],"wp:attachment":[{"href":"https:\/\/ductus.global\/sv\/wp-json\/wp\/v2\/media?parent=33911"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ductus.global\/sv\/wp-json\/wp\/v2\/categories?post=33911"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ductus.global\/sv\/wp-json\/wp\/v2\/tags?post=33911"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}