{"id":8751,"date":"2026-08-28T02:30:32","date_gmt":"2026-08-28T02:30:32","guid":{"rendered":"https:\/\/www.learn-vp.com\/pl\/gallery\/ai-driven-bpmn-refactoring-visual-paradigm\/"},"modified":"2026-10-09T04:20:47","modified_gmt":"2026-10-09T04:20:47","slug":"ai-driven-bpmn-refactoring-visual-paradigm","status":"publish","type":"gallery","link":"https:\/\/www.learn-vp.com\/pl\/gallery\/ai-driven-bpmn-refactoring-visual-paradigm\/","title":{"rendered":"From Spaghetti to Modular: AI-Driven BPMN Refactoring in Visual Paradigm"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/bpmn.visual-paradigm.com\/wp-content\/uploads\/sites\/8\/2026\/08\/img_6a90db250723a.png\" alt=\"Order Fulfillment Process Before and After AI-Driven Refactoring Diagram\" title=\"Order Fulfillment Process Before and After AI-Driven Refactoring Diagram\" data-fifu-alt=\"Order Fulfillment Process Before and After AI-Driven Refactoring Diagram\" fifu-alt=\"Order Fulfillment Process Before and After AI-Driven Refactoring Diagram\" style=\"max-width: 100%; height: auto;\" \/><\/p>\n<p>In the world of Business Process Model and Notation (BPMN), clarity is currency. However, as processes grow in complexity, they often devolve into &#8220;spaghetti logic&#8221;\u2014a tangled web of interconnected flows that are difficult to understand, maintain, and scale. This tutorial explores a transformative approach to process modeling: using AI to detect and extract reusable components, turning a complex monolithic flow into a clean, modular architecture.<\/p>\n<h2>The Challenge: The &#8220;Before&#8221; State<\/h2>\n<p>Let&#8217;s examine the classic scenario depicted in the diagram: an <strong>Order Fulfillment Process<\/strong>. In its initial state, the process is monolithic. The diagram on the left illustrates a &#8220;Complex Monolithic Flow&#8221; where various tasks are tightly coupled.<\/p>\n<p><strong>Key Characteristics of the &#8220;Before&#8221; State:<\/strong><\/p>\n<ul>\n<li><strong>Coupled Logic:<\/strong> The flow mixes inventory checks, payment initiation, stock verification, and shipping logistics in a single, dense block.<\/li>\n<li><strong>Complex Routing:<\/strong> Notice the intricate web of gateways (diamonds) and feedback loops (like &#8220;Retry Payment&#8221; and &#8220;Inventory Alert&#8221;). These create a high cognitive load for anyone trying to trace the path of an order.<\/li>\n<li><strong>Spaghetti Logic:<\/strong> The connections are hard to follow. This state is described as &#8220;hard to maintain, duplicate logic, high coupling.&#8221;<\/li>\n<\/ul>\n<h2>The Solution: AI-Driven Subprocess Decomposition<\/h2>\n<p>The transition from the &#8220;Before&#8221; state to the &#8220;After&#8221; state represents a paradigm shift in process design. The central element of this transformation is the <strong>AI Analysis<\/strong> engine. This intelligent tool analyzes the process graph and identifies specific patterns that indicate refactoring opportunities.<\/p>\n<h3>Step 1: Identifying Reusability<\/h3>\n<p>In our example, the AI scans the &#8220;Process Payment&#8221; task. It detects that the logic involved in processing a payment is not unique to just this single order fulfillment path. The AI recognizes that this logic is a <strong>reusable component<\/strong>\u2014a pattern often found in refunds, subscriptions, or other transactional processes.<\/p>\n<h3>Step 2: Extraction and Abstraction<\/h3>\n<p>Once the AI identifies this component, it suggests an extraction. The &#8220;Process Payment&#8221; block is no longer a static task within the main flow; it is encapsulated into a <strong>Global Reusable Subprocess<\/strong>.<\/p>\n<p>This creates a two-tiered architecture:<\/p>\n<ol>\n<li><strong>The High-Level Model:<\/strong> The top diagram shows the simplified &#8220;Order Fulfillment&#8221; process. The complex payment logic is now hidden inside a &#8220;Payment Processing (Global)&#8221; subprocess. This keeps the main diagram clean and focused on the primary business flow (Check Inventory \u2192 Payment \u2192 Ship \u2192 Confirm).<\/li>\n<li><strong>The Detailed Implementation:<\/strong> The bottom diagram reveals the internal logic of the &#8220;Payment Processing&#8221; subprocess. It details the specific steps: Verify Funds, Authorize Payment, Capture Payment, and Send Receipt.<\/li>\n<\/ol>\n<h2>Benefits of Modular Architecture<\/h2>\n<p>Why go through the effort of this refactoring? The &#8220;After&#8221; state offers significant advantages over the monolithic &#8220;Before&#8221; state:<\/p>\n<h3>1. Maintenance Efficiency<\/h3>\n<p>Imagine a scenario where your payment gateway provider changes its API or a new tax rule is introduced. In the &#8220;Before&#8221; state, you would have to hunt through the spaghetti diagram to find every instance of the payment logic and update it manually. In the &#8220;After&#8221; state, you update the <strong>Global Reusable Subprocess<\/strong> once. The change is automatically reflected in every process that uses it.<\/p>\n<h3>2. Consistency<\/h3>\n<p>By centralizing the payment logic, you ensure that every order, refund, or subscription follows the exact same verification and capture rules. This reduces the risk of human error and ensures business logic consistency across the organization.<\/p>\n<h3>3. Scalability<\/h3>\n<p>As your business grows, you can reuse the &#8220;Payment Processing&#8221; subprocess for entirely new products or services without rewriting the code or logic. This modularity bridges the gap between high-level business strategy and detailed technical implementation.<\/p>\n<h2>Conclusion: AI as a Co-Pilot<\/h2>\n<p>The diagram illustrates that taming spaghetti diagrams isn&#8217;t just about aesthetics; it&#8217;s about creating maintainable, scalable, and understandable process models. While AI can detect boundaries and suggest decompositions, it acts as a powerful assistant to human judgment.<\/p>\n<p>By embracing intelligent subprocess decomposition, organizations can transform chaotic workflows into clean, modular architectures. Whether you are using Visual Paradigm or other BPMN tools, the principle remains the same: <strong>Modularity is the key to modern process management.<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Discover how AI-driven BPMN refactoring transforms tangled spaghetti logic into modular, maintainable architectures using Visual Paradigm.<\/p>\n","protected":false},"author":1,"featured_media":8752,"template":"","meta":{"_yoast_wpseo_title":"From Spaghetti to Modular: AI-Driven BPMN Refactoring in Visual Paradigm","_yoast_wpseo_metadesc":"Discover how AI-driven BPMN refactoring transforms tangled spaghetti logic into modular, maintainable architectures using Visual Paradigm.","inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"source_url":"https:\/\/bpmn.visual-paradigm.com\/taming-spaghetti-diagrams-ai-assisted-refactoring-for-cleaner-bpmn-architecture\/","source_h1_title":"Taming Spaghetti Diagrams: AI-Assisted Refactoring for Cleaner BPMN Architecture","fifu_image_url":"","fifu_image_alt":"","_fifu_image_alt":"","fifu_alt":"","_fifu_alt":"","fifu_image_title":"","_fifu_image_title":"","fifu_input_alt":"","vp_image_hash":"d4aa2dacbb054a39e291b93edb6431239ab4c3ab237296a0f0148e23cad900dd"},"asset-category":[20],"class_list":["post-8751","gallery","type-gallery","status-publish","has-post-thumbnail","hentry","asset-category-bpmn"],"source_url":"https:\/\/bpmn.visual-paradigm.com\/taming-spaghetti-diagrams-ai-assisted-refactoring-for-cleaner-bpmn-architecture\/","source_h1_title":"Taming Spaghetti Diagrams: AI-Assisted Refactoring for Cleaner BPMN Architecture","fifu_image_url":"","fifu_image_alt":"","vp_image_hash":"d4aa2dacbb054a39e291b93edb6431239ab4c3ab237296a0f0148e23cad900dd","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>From Spaghetti to Modular: AI-Driven BPMN Refactoring in Visual Paradigm<\/title>\n<meta name=\"description\" content=\"Discover how AI-driven BPMN refactoring transforms tangled spaghetti logic into modular, maintainable architectures using Visual Paradigm.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.learn-vp.com\/pl\/gallery\/ai-driven-bpmn-refactoring-visual-paradigm\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"From Spaghetti to Modular: AI-Driven BPMN Refactoring in Visual Paradigm\" \/>\n<meta property=\"og:description\" content=\"Discover how AI-driven BPMN refactoring transforms tangled spaghetti logic into modular, maintainable architectures using Visual Paradigm.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.learn-vp.com\/pl\/gallery\/ai-driven-bpmn-refactoring-visual-paradigm\/\" \/>\n<meta property=\"og:site_name\" content=\"Learn VP\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-09T04:20:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/bpmn.visual-paradigm.com\/wp-content\/uploads\/sites\/8\/2026\/08\/img_6a90db250723a.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/gallery\\\/ai-driven-bpmn-refactoring-visual-paradigm\\\/\",\"url\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/gallery\\\/ai-driven-bpmn-refactoring-visual-paradigm\\\/\",\"name\":\"From Spaghetti to Modular: AI-Driven BPMN Refactoring in Visual Paradigm\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/gallery\\\/ai-driven-bpmn-refactoring-visual-paradigm\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/gallery\\\/ai-driven-bpmn-refactoring-visual-paradigm\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/bpmn.visual-paradigm.com\\\/wp-content\\\/uploads\\\/sites\\\/8\\\/2026\\\/08\\\/img_6a90db250723a.png\",\"datePublished\":\"2026-08-28T02:30:32+00:00\",\"dateModified\":\"2026-10-09T04:20:47+00:00\",\"description\":\"Discover how AI-driven BPMN refactoring transforms tangled spaghetti logic into modular, maintainable architectures using Visual Paradigm.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/gallery\\\/ai-driven-bpmn-refactoring-visual-paradigm\\\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/gallery\\\/ai-driven-bpmn-refactoring-visual-paradigm\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/gallery\\\/ai-driven-bpmn-refactoring-visual-paradigm\\\/#primaryimage\",\"url\":\"https:\\\/\\\/bpmn.visual-paradigm.com\\\/wp-content\\\/uploads\\\/sites\\\/8\\\/2026\\\/08\\\/img_6a90db250723a.png\",\"contentUrl\":\"https:\\\/\\\/bpmn.visual-paradigm.com\\\/wp-content\\\/uploads\\\/sites\\\/8\\\/2026\\\/08\\\/img_6a90db250723a.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/gallery\\\/ai-driven-bpmn-refactoring-visual-paradigm\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"From Spaghetti to Modular: AI-Driven BPMN Refactoring in Visual Paradigm\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/#website\",\"url\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/\",\"name\":\"Learn VP\",\"description\":\"Learn VP\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pl-PL\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/#organization\",\"name\":\"Learn VP\",\"url\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/wp-content\\\/uploads\\\/sites\\\/10\\\/2026\\\/08\\\/cropped-Gemini_Generated_Image_n6bgztn6bgztn6bg-clean-e1787131920742.png\",\"contentUrl\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/wp-content\\\/uploads\\\/sites\\\/10\\\/2026\\\/08\\\/cropped-Gemini_Generated_Image_n6bgztn6bgztn6bg-clean-e1787131920742.png\",\"width\":463,\"height\":404,\"caption\":\"Learn VP\"},\"image\":{\"@id\":\"https:\\\/\\\/www.learn-vp.com\\\/pl\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"From Spaghetti to Modular: AI-Driven BPMN Refactoring in Visual Paradigm","description":"Discover how AI-driven BPMN refactoring transforms tangled spaghetti logic into modular, maintainable architectures using Visual Paradigm.","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:\/\/www.learn-vp.com\/pl\/gallery\/ai-driven-bpmn-refactoring-visual-paradigm\/","og_locale":"pl_PL","og_type":"article","og_title":"From Spaghetti to Modular: AI-Driven BPMN Refactoring in Visual Paradigm","og_description":"Discover how AI-driven BPMN refactoring transforms tangled spaghetti logic into modular, maintainable architectures using Visual Paradigm.","og_url":"https:\/\/www.learn-vp.com\/pl\/gallery\/ai-driven-bpmn-refactoring-visual-paradigm\/","og_site_name":"Learn VP","article_modified_time":"2026-10-09T04:20:47+00:00","og_image":[{"url":"https:\/\/bpmn.visual-paradigm.com\/wp-content\/uploads\/sites\/8\/2026\/08\/img_6a90db250723a.png","width":1024,"height":1024,"type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Szacowany czas czytania":"3 minuty"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.learn-vp.com\/pl\/gallery\/ai-driven-bpmn-refactoring-visual-paradigm\/","url":"https:\/\/www.learn-vp.com\/pl\/gallery\/ai-driven-bpmn-refactoring-visual-paradigm\/","name":"From Spaghetti to Modular: AI-Driven BPMN Refactoring in Visual Paradigm","isPartOf":{"@id":"https:\/\/www.learn-vp.com\/pl\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.learn-vp.com\/pl\/gallery\/ai-driven-bpmn-refactoring-visual-paradigm\/#primaryimage"},"image":{"@id":"https:\/\/www.learn-vp.com\/pl\/gallery\/ai-driven-bpmn-refactoring-visual-paradigm\/#primaryimage"},"thumbnailUrl":"https:\/\/bpmn.visual-paradigm.com\/wp-content\/uploads\/sites\/8\/2026\/08\/img_6a90db250723a.png","datePublished":"2026-08-28T02:30:32+00:00","dateModified":"2026-10-09T04:20:47+00:00","description":"Discover how AI-driven BPMN refactoring transforms tangled spaghetti logic into modular, maintainable architectures using Visual Paradigm.","breadcrumb":{"@id":"https:\/\/www.learn-vp.com\/pl\/gallery\/ai-driven-bpmn-refactoring-visual-paradigm\/#breadcrumb"},"inLanguage":"pl-PL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.learn-vp.com\/pl\/gallery\/ai-driven-bpmn-refactoring-visual-paradigm\/"]}]},{"@type":"ImageObject","inLanguage":"pl-PL","@id":"https:\/\/www.learn-vp.com\/pl\/gallery\/ai-driven-bpmn-refactoring-visual-paradigm\/#primaryimage","url":"https:\/\/bpmn.visual-paradigm.com\/wp-content\/uploads\/sites\/8\/2026\/08\/img_6a90db250723a.png","contentUrl":"https:\/\/bpmn.visual-paradigm.com\/wp-content\/uploads\/sites\/8\/2026\/08\/img_6a90db250723a.png"},{"@type":"BreadcrumbList","@id":"https:\/\/www.learn-vp.com\/pl\/gallery\/ai-driven-bpmn-refactoring-visual-paradigm\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.learn-vp.com\/pl\/"},{"@type":"ListItem","position":2,"name":"From Spaghetti to Modular: AI-Driven BPMN Refactoring in Visual Paradigm"}]},{"@type":"WebSite","@id":"https:\/\/www.learn-vp.com\/pl\/#website","url":"https:\/\/www.learn-vp.com\/pl\/","name":"Learn VP","description":"Learn VP","publisher":{"@id":"https:\/\/www.learn-vp.com\/pl\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.learn-vp.com\/pl\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pl-PL"},{"@type":"Organization","@id":"https:\/\/www.learn-vp.com\/pl\/#organization","name":"Learn VP","url":"https:\/\/www.learn-vp.com\/pl\/","logo":{"@type":"ImageObject","inLanguage":"pl-PL","@id":"https:\/\/www.learn-vp.com\/pl\/#\/schema\/logo\/image\/","url":"https:\/\/www.learn-vp.com\/pl\/wp-content\/uploads\/sites\/10\/2026\/08\/cropped-Gemini_Generated_Image_n6bgztn6bgztn6bg-clean-e1787131920742.png","contentUrl":"https:\/\/www.learn-vp.com\/pl\/wp-content\/uploads\/sites\/10\/2026\/08\/cropped-Gemini_Generated_Image_n6bgztn6bgztn6bg-clean-e1787131920742.png","width":463,"height":404,"caption":"Learn VP"},"image":{"@id":"https:\/\/www.learn-vp.com\/pl\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/www.learn-vp.com\/pl\/wp-json\/wp\/v2\/gallery\/8751","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.learn-vp.com\/pl\/wp-json\/wp\/v2\/gallery"}],"about":[{"href":"https:\/\/www.learn-vp.com\/pl\/wp-json\/wp\/v2\/types\/gallery"}],"author":[{"embeddable":true,"href":"https:\/\/www.learn-vp.com\/pl\/wp-json\/wp\/v2\/users\/1"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.learn-vp.com\/pl\/wp-json\/wp\/v2\/media\/8752"}],"wp:attachment":[{"href":"https:\/\/www.learn-vp.com\/pl\/wp-json\/wp\/v2\/media?parent=8751"}],"wp:term":[{"taxonomy":"asset-category","embeddable":true,"href":"https:\/\/www.learn-vp.com\/pl\/wp-json\/wp\/v2\/asset-category?post=8751"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}