{"id":1240,"date":"2026-05-01T16:06:26","date_gmt":"2026-05-01T14:06:26","guid":{"rendered":"https:\/\/dejonge.ai\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/"},"modified":"2026-05-01T16:30:06","modified_gmt":"2026-05-01T14:30:06","slug":"every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine","status":"publish","type":"post","link":"https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/","title":{"rendered":"Every machine has a signature: How EdgeBrain reads the signature of every machine"},"content":{"rendered":"<section class=\"l-section wpb_row height_medium\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><strong>Every machine has a signature. Vibrations, acoustic emissions, thermal distributions, optical surface patterns: in normal operation, this imprint is stable and reproducible. If it deviates, a problem announces itself, often hours or days before it becomes visible. EdgeBrain reads this handwriting in real time, directly on the machine, and makes it the basis for predictive maintenance, quality assurance and anomaly detection.   <\/strong><\/p>\n<h2>The task<\/h2>\n<p>Production systems continuously generate raw data: Vibration signals from bearings and drives, acoustic emissions during machining, thermographic images of heat distribution, RGB images of surfaces. Every machine, every tool, every process step leaves a characteristic imprint in the signal. In normal operation, this imprint is stable and reproducible. If it deviates, a problem becomes apparent, often hours or days before it becomes visible.   <\/p>\n<p>The aim is to automatically learn this individual fingerprint, monitor it permanently and detect the smallest deviations at an early stage.<\/p>\n<h2>The challenge<\/h2>\n<p>Raw data from time series, images and audio signals have fundamentally different structures. A vibration signal delivers thousands of samples per second, a thermographic image millions of pixel values, an acoustic sensor a broadband frequency spectrum. These data volumes cannot be directly compared with each other.  <\/p>\n<p>Classic threshold value monitoring fails as soon as operating conditions vary. Speed changes, load changes and temperature influences change the raw signal without an error being present. Conventional approaches therefore either produce false alarms or overlook real drifts.  <\/p>\n<h2>The solution<\/h2>\n<p>EdgeBrain translates each data type into a compact, comparable fingerprint. Characteristic features in the frequency range are extracted from the vibration signal (FFT profiles, envelopes, kurtosis). Texture and distribution features are created from images. Acoustic signals are converted into spectrograms and compressed. The result is a high-dimensional but compact feature vector, the fingerprint.    <\/p>\n<p>In learning mode, EdgeBrain records a baseline: the typical fingerprint of a healthy, correctly running machine is recorded under real operating conditions. From this point on, EdgeBrain compares each new fingerprint with the baseline. Deviations are output as an anomaly score. If the score rises above an adaptive threshold value, the system sounds an alarm even before a conventional sensor would report a failure.   <\/p>\n<p>Drifts are detected by EdgeBrain linking the fingerprints over time and making slow shifts in the feature space visible. In this way, the system distinguishes between sudden anomalies (impact damage, external contact) and gradual wear (bearing degradation, tool wear). <\/p>\n<h2>Key technical data<\/h2>\n<table style=\"width: 100%; border-collapse: collapse; margin: 1em 0;\">\n<thead>\n<tr style=\"background: #f5f5f5;\">\n<th style=\"padding: 8px; border: 1px solid #ddd; text-align: left;\">Parameter<\/th>\n<th style=\"padding: 8px; border: 1px solid #ddd; text-align: left;\">Value<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 8px; border: 1px solid #ddd;\">Input data<\/td>\n<td style=\"padding: 8px; border: 1px solid #ddd;\">Time series (vibration, acoustics), images (RGB, thermal), pressure curves, currents<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 8px; border: 1px solid #ddd;\">Fingerprint methods<\/td>\n<td style=\"padding: 8px; border: 1px solid #ddd;\">FFT profiles, spectrograms, texture features, statistical moments<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 8px; border: 1px solid #ddd;\">Detection<\/td>\n<td style=\"padding: 8px; border: 1px solid #ddd;\">Anomaly score (real-time), drift trend monitoring (time-based)<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 8px; border: 1px solid #ddd;\">Learning mode<\/td>\n<td style=\"padding: 8px; border: 1px solid #ddd;\">Unsupervised baseline recording during operation<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 8px; border: 1px solid #ddd;\">Latency<\/td>\n<td style=\"padding: 8px; border: 1px solid #ddd;\">&lt; 100 ms from sensor to alarm<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 8px; border: 1px solid #ddd;\">Infrastructure<\/td>\n<td style=\"padding: 8px; border: 1px solid #ddd;\">Completely local on EdgeBrain, no cloud connection required<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>The added value<\/h2>\n<p>Fingerprinting with EdgeBrain transforms raw data into machine intelligence. Systems for which there is no fault model and no historical failure data can still be monitored because the system learns the normal state itself. Maintenance intervals are decoupled from the rigid calendar schedule and are based on the actual condition of the machine. Unplanned downtimes are reduced, spare parts costs fall and system availability increases measurably.   <\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"Every machine has a signature. Vibrations, acoustic emissions, thermal distributions, optical surface patterns: in normal operation, this imprint is stable and reproducible. If it deviates, a problem announces itself, often hours or days before it becomes visible. EdgeBrain reads this handwriting in real time, directly on the machine, and makes it the basis for predictive...","protected":false},"author":1,"featured_media":1168,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[20],"tags":[],"class_list":["post-1240","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge-2"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Every machine has a signature: How EdgeBrain reads the signature of every machine - de Jonge GmbH<\/title>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Every machine has a signature: How EdgeBrain reads the signature of every machine - de Jonge GmbH\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/\" \/>\n<meta property=\"og:site_name\" content=\"de Jonge GmbH\" \/>\n<meta property=\"article:published_time\" content=\"2026-05-01T14:06:26+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-01T14:30:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dejonge.ai\/wp-content\/uploads\/2026\/04\/Figerprinting_Titel-1024x683.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"683\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/insights\\\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/insights\\\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\\\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/#\\\/schema\\\/person\\\/aa495632765e7a5c00b652199451b86a\"},\"headline\":\"Every machine has a signature: How EdgeBrain reads the signature of every machine\",\"datePublished\":\"2026-05-01T14:06:26+00:00\",\"dateModified\":\"2026-05-01T14:30:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/insights\\\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\\\/\"},\"wordCount\":544,\"publisher\":{\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/insights\\\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dejonge.ai\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/Figerprinting_Titel.png\",\"articleSection\":[\"Knowledge\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/insights\\\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\\\/\",\"url\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/insights\\\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\\\/\",\"name\":\"Every machine has a signature: How EdgeBrain reads the signature of every machine - de Jonge GmbH\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/insights\\\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/insights\\\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dejonge.ai\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/Figerprinting_Titel.png\",\"datePublished\":\"2026-05-01T14:06:26+00:00\",\"dateModified\":\"2026-05-01T14:30:06+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/insights\\\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dejonge.ai\\\/en\\\/insights\\\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/insights\\\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\\\/#primaryimage\",\"url\":\"https:\\\/\\\/dejonge.ai\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/Figerprinting_Titel.png\",\"contentUrl\":\"https:\\\/\\\/dejonge.ai\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/Figerprinting_Titel.png\",\"width\":1536,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/insights\\\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home page\",\"item\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/home\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Every machine has a signature: How EdgeBrain reads the signature of every machine\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/\",\"name\":\"de Jonge GmbH\",\"description\":\"KI f&uuml;r visuelle Inspektion in der Industrie\",\"publisher\":{\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/#organization\"},\"alternateName\":\"de Jonge GmbH\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/#organization\",\"name\":\"de Jonge GmbH\",\"url\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/dejonge.ai\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/dejonge1x1.png\",\"contentUrl\":\"https:\\\/\\\/dejonge.ai\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/dejonge1x1.png\",\"width\":696,\"height\":696,\"caption\":\"de Jonge GmbH\"},\"image\":{\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/#\\\/schema\\\/person\\\/aa495632765e7a5c00b652199451b86a\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/f5855cfae53058875c5f563ad391bbaf751b51f05bfa2019ebdb3916f2e199a4?s=96&d=blank&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/f5855cfae53058875c5f563ad391bbaf751b51f05bfa2019ebdb3916f2e199a4?s=96&d=blank&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/f5855cfae53058875c5f563ad391bbaf751b51f05bfa2019ebdb3916f2e199a4?s=96&d=blank&r=g\",\"caption\":\"admin\"},\"sameAs\":[\"https:\\\/\\\/dejonge.ai\"],\"url\":\"https:\\\/\\\/dejonge.ai\\\/en\\\/insights\\\/author\\\/admin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Every machine has a signature: How EdgeBrain reads the signature of every machine - de Jonge GmbH","robots":{"index":"noindex","follow":"follow"},"og_locale":"en_US","og_type":"article","og_title":"Every machine has a signature: How EdgeBrain reads the signature of every machine - de Jonge GmbH","og_url":"https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/","og_site_name":"de Jonge GmbH","article_published_time":"2026-05-01T14:06:26+00:00","article_modified_time":"2026-05-01T14:30:06+00:00","og_image":[{"width":1024,"height":683,"url":"https:\/\/dejonge.ai\/wp-content\/uploads\/2026\/04\/Figerprinting_Titel-1024x683.png","type":"image\/png"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"Written by":"admin","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/#article","isPartOf":{"@id":"https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/"},"author":{"name":"admin","@id":"https:\/\/dejonge.ai\/en\/#\/schema\/person\/aa495632765e7a5c00b652199451b86a"},"headline":"Every machine has a signature: How EdgeBrain reads the signature of every machine","datePublished":"2026-05-01T14:06:26+00:00","dateModified":"2026-05-01T14:30:06+00:00","mainEntityOfPage":{"@id":"https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/"},"wordCount":544,"publisher":{"@id":"https:\/\/dejonge.ai\/en\/#organization"},"image":{"@id":"https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/#primaryimage"},"thumbnailUrl":"https:\/\/dejonge.ai\/wp-content\/uploads\/2026\/04\/Figerprinting_Titel.png","articleSection":["Knowledge"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/","url":"https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/","name":"Every machine has a signature: How EdgeBrain reads the signature of every machine - de Jonge GmbH","isPartOf":{"@id":"https:\/\/dejonge.ai\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/#primaryimage"},"image":{"@id":"https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/#primaryimage"},"thumbnailUrl":"https:\/\/dejonge.ai\/wp-content\/uploads\/2026\/04\/Figerprinting_Titel.png","datePublished":"2026-05-01T14:06:26+00:00","dateModified":"2026-05-01T14:30:06+00:00","breadcrumb":{"@id":"https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/#primaryimage","url":"https:\/\/dejonge.ai\/wp-content\/uploads\/2026\/04\/Figerprinting_Titel.png","contentUrl":"https:\/\/dejonge.ai\/wp-content\/uploads\/2026\/04\/Figerprinting_Titel.png","width":1536,"height":1024},{"@type":"BreadcrumbList","@id":"https:\/\/dejonge.ai\/en\/insights\/every-machine-has-a-signature-how-edgebrain-reads-the-signature-of-every-machine\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home page","item":"https:\/\/dejonge.ai\/en\/home\/"},{"@type":"ListItem","position":2,"name":"Every machine has a signature: How EdgeBrain reads the signature of every machine"}]},{"@type":"WebSite","@id":"https:\/\/dejonge.ai\/en\/#website","url":"https:\/\/dejonge.ai\/en\/","name":"de Jonge GmbH","description":"KI f&uuml;r visuelle Inspektion in der Industrie","publisher":{"@id":"https:\/\/dejonge.ai\/en\/#organization"},"alternateName":"de Jonge GmbH","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dejonge.ai\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/dejonge.ai\/en\/#organization","name":"de Jonge GmbH","url":"https:\/\/dejonge.ai\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/dejonge.ai\/en\/#\/schema\/logo\/image\/","url":"https:\/\/dejonge.ai\/wp-content\/uploads\/2025\/02\/dejonge1x1.png","contentUrl":"https:\/\/dejonge.ai\/wp-content\/uploads\/2025\/02\/dejonge1x1.png","width":696,"height":696,"caption":"de Jonge GmbH"},"image":{"@id":"https:\/\/dejonge.ai\/en\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/dejonge.ai\/en\/#\/schema\/person\/aa495632765e7a5c00b652199451b86a","name":"admin","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/f5855cfae53058875c5f563ad391bbaf751b51f05bfa2019ebdb3916f2e199a4?s=96&d=blank&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/f5855cfae53058875c5f563ad391bbaf751b51f05bfa2019ebdb3916f2e199a4?s=96&d=blank&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/f5855cfae53058875c5f563ad391bbaf751b51f05bfa2019ebdb3916f2e199a4?s=96&d=blank&r=g","caption":"admin"},"sameAs":["https:\/\/dejonge.ai"],"url":"https:\/\/dejonge.ai\/en\/insights\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/dejonge.ai\/en\/wp-json\/wp\/v2\/posts\/1240","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dejonge.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dejonge.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dejonge.ai\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dejonge.ai\/en\/wp-json\/wp\/v2\/comments?post=1240"}],"version-history":[{"count":2,"href":"https:\/\/dejonge.ai\/en\/wp-json\/wp\/v2\/posts\/1240\/revisions"}],"predecessor-version":[{"id":1242,"href":"https:\/\/dejonge.ai\/en\/wp-json\/wp\/v2\/posts\/1240\/revisions\/1242"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dejonge.ai\/en\/wp-json\/wp\/v2\/media\/1168"}],"wp:attachment":[{"href":"https:\/\/dejonge.ai\/en\/wp-json\/wp\/v2\/media?parent=1240"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dejonge.ai\/en\/wp-json\/wp\/v2\/categories?post=1240"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dejonge.ai\/en\/wp-json\/wp\/v2\/tags?post=1240"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}