{"id":53041,"date":"2025-09-16T11:17:08","date_gmt":"2025-09-16T11:17:08","guid":{"rendered":"https:\/\/www.devopsschool.com\/blog\/?p=53041"},"modified":"2026-02-21T08:25:52","modified_gmt":"2026-02-21T08:25:52","slug":"top-10-ai-wildlife-monitoring-tools-in-2025-features-pros-cons-comparison","status":"publish","type":"post","link":"https:\/\/www.devopsschool.com\/blog\/top-10-ai-wildlife-monitoring-tools-in-2025-features-pros-cons-comparison\/","title":{"rendered":"Top 10 AI Wildlife Monitoring Tools in 2026: Features, Pros, Cons &amp; Comparison"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">Introduction<\/h1>\n\n\n\n<p>Conserving wildlife in an era of rapid climate change, deforestation, and human encroachment requires innovation that goes beyond traditional fieldwork. <strong>AI Wildlife Monitoring Tools<\/strong> have emerged as a critical solution in 2026, helping researchers, governments, and NGOs monitor species, track migration, prevent poaching, and analyze ecosystems at unprecedented scales.<\/p>\n\n\n\n<p>These tools combine computer vision, acoustic sensors, satellite imagery, and machine learning models to automatically identify species, track population trends, and detect threats in real time. Whether you are a conservation scientist, national park authority, or NGO working with endangered species, choosing the right AI wildlife monitoring software can make the difference between proactive protection and missed opportunities.<\/p>\n\n\n\n<p>In this guide, we\u2019ll explore the <strong>Top 10 AI Wildlife Monitoring Tools in 2026<\/strong>, including their <strong>features, pros, cons, pricing, and ratings<\/strong>, followed by a <strong>comparison table<\/strong> and a <strong>decision-making guide<\/strong> to help you select the right platform for your needs.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Top 10 AI Wildlife Monitoring Tools in 2026<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"674\" src=\"https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/1_compressed-11.jpg\" alt=\"\" class=\"wp-image-53746\" style=\"width:840px;height:auto\" srcset=\"https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/1_compressed-11.jpg 800w, https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/1_compressed-11-300x253.jpg 300w, https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/1_compressed-11-768x647.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>WildTrack AI<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> A leading conservation AI tool that uses image recognition and track analysis to identify animal species from footprints and camera trap images.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-based footprint recognition system.<\/li>\n\n\n\n<li>Camera trap image processing with 95%+ accuracy.<\/li>\n\n\n\n<li>Works in low-light or infrared imagery.<\/li>\n\n\n\n<li>Cloud-based database of endangered species.<\/li>\n\n\n\n<li>Integration with ranger patrol apps.<\/li>\n\n\n\n<li>Mobile-first app for field researchers.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>High accuracy in identifying elusive species.<\/li>\n\n\n\n<li>Easy to deploy in remote locations.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Requires stable internet for cloud sync.<\/li>\n\n\n\n<li>Limited support for acoustic monitoring.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>EarthRanger AI (by Vulcan Inc.)<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> A platform designed for park rangers and conservationists to integrate multiple data streams (sensors, drones, GPS collars) into a single AI-powered dashboard.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Real-time tracking of animal movements.<\/li>\n\n\n\n<li>AI-driven poaching risk predictions.<\/li>\n\n\n\n<li>Drone &amp; satellite image integration.<\/li>\n\n\n\n<li>Ranger patrol planning tools.<\/li>\n\n\n\n<li>Predictive migration path modeling.<\/li>\n\n\n\n<li>Supports both online and offline data entry.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong anti-poaching features.<\/li>\n\n\n\n<li>Highly scalable for large conservation areas.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Complex interface for new users.<\/li>\n\n\n\n<li>Premium features can be costly.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Zooniverse Wildlife AI<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> A citizen science-powered tool that uses AI and crowdsourcing to classify wildlife images from camera traps globally.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Automated species detection.<\/li>\n\n\n\n<li>Human-in-the-loop training for AI accuracy.<\/li>\n\n\n\n<li>Large, open dataset for biodiversity.<\/li>\n\n\n\n<li>Gamified interface for volunteers.<\/li>\n\n\n\n<li>Supports 50+ global projects.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Engages communities in conservation.<\/li>\n\n\n\n<li>Improves AI accuracy with crowdsourced validation.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Slower processing without volunteer input.<\/li>\n\n\n\n<li>Limited to image-based monitoring.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>ConserVision AI<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> An AI-powered acoustic monitoring system specialized in bird calls, whale songs, and forest soundscapes.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Real-time audio species recognition.<\/li>\n\n\n\n<li>Noise filtering for urban\/rural overlap zones.<\/li>\n\n\n\n<li>Supports 500+ bird species globally.<\/li>\n\n\n\n<li>Cloud-based sound database.<\/li>\n\n\n\n<li>Integrates with IoT microphones.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Perfect for ornithologists and marine researchers.<\/li>\n\n\n\n<li>Works even when species are visually hidden.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Limited visual monitoring.<\/li>\n\n\n\n<li>Requires high-quality audio equipment.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">5. <strong>WildEye AI<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> A computer-vision solution that identifies species from camera trap images and videos with advanced deep learning.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Detects rare and endangered species.<\/li>\n\n\n\n<li>Cloud &amp; offline batch processing.<\/li>\n\n\n\n<li>AI alerts for unusual animal behaviors.<\/li>\n\n\n\n<li>Multi-language support.<\/li>\n\n\n\n<li>Integration with ArcGIS and QGIS.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>High precision in dense forests.<\/li>\n\n\n\n<li>Good for research &amp; government reports.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Processing speed depends on GPU power.<\/li>\n\n\n\n<li>Expensive for small NGOs.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">6. <strong>SMART Conservation Software + AI Plugin<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Widely used in national parks, SMART now offers AI modules for automatic species ID and ranger support.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Species identification from photos.<\/li>\n\n\n\n<li>Poaching hotspot detection.<\/li>\n\n\n\n<li>Ranger patrol performance analytics.<\/li>\n\n\n\n<li>Integration with GIS maps.<\/li>\n\n\n\n<li>Works offline with sync later.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Trusted by governments worldwide.<\/li>\n\n\n\n<li>Strong data security compliance.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Steeper learning curve.<\/li>\n\n\n\n<li>Requires regular training updates.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">7. <strong>WildMe (Wildbook AI)<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Uses AI pattern recognition (stripes, spots, scars) to identify individual animals for population studies.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Facial &amp; body pattern recognition.<\/li>\n\n\n\n<li>Works for whales, cheetahs, elephants, etc.<\/li>\n\n\n\n<li>Collaborative open-source platform.<\/li>\n\n\n\n<li>Cloud-based population tracking.<\/li>\n\n\n\n<li>API integration with research tools.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Excellent for species population studies.<\/li>\n\n\n\n<li>Global database with cross-institutional sharing.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Niche use (best for patterned species).<\/li>\n\n\n\n<li>Can be slow with massive datasets.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">8. <strong>Rainforest Connection Guardian AI<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> An acoustic monitoring system that detects illegal logging and poaching sounds in forests.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Solar-powered IoT listening devices.<\/li>\n\n\n\n<li>Real-time alerts for gunshots or chainsaws.<\/li>\n\n\n\n<li>AI models trained on forest soundscapes.<\/li>\n\n\n\n<li>Data accessible via mobile dashboard.<\/li>\n\n\n\n<li>Partnerships with governments &amp; NGOs.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Excellent for anti-deforestation.<\/li>\n\n\n\n<li>Energy-efficient devices for remote jungles.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Works best in rainforest environments.<\/li>\n\n\n\n<li>Limited image-based monitoring.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">9. <strong>PAWS AI (Protection Assistant for Wildlife Security)<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Developed with machine learning, PAWS predicts poaching risks and helps deploy ranger patrols strategically.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Predictive analytics for poaching.<\/li>\n\n\n\n<li>Machine learning trained on past patrol data.<\/li>\n\n\n\n<li>Ranger patrol path optimization.<\/li>\n\n\n\n<li>Mobile dashboard for field use.<\/li>\n\n\n\n<li>Cloud &amp; offline functionality.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong anti-poaching capabilities.<\/li>\n\n\n\n<li>Proven in Africa and Asia.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Focused mainly on security, not biodiversity.<\/li>\n\n\n\n<li>Requires historical data to train effectively.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h3 class=\"wp-block-heading\">10. <strong>AI Ranger Drone System<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> A drone-based AI monitoring solution for aerial surveys, migration tracking, and anti-poaching patrols.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI object detection from live drone feeds.<\/li>\n\n\n\n<li>Night vision &amp; thermal imaging.<\/li>\n\n\n\n<li>Automated species counts.<\/li>\n\n\n\n<li>Real-time alerts for suspicious activity.<\/li>\n\n\n\n<li>Works with GPS and GIS integration.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Excellent for covering vast landscapes.<\/li>\n\n\n\n<li>Useful for aerial species migration tracking.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Requires drone operation licenses.<\/li>\n\n\n\n<li>Weather conditions can limit use.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Comparison Table: Top 10 AI Wildlife Monitoring Tools (2026)<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Tool Name<\/th><th>Best For<\/th><th>Platforms Supported<\/th><th>Standout Feature<\/th><th>Pricing<\/th><th>Rating<\/th><\/tr><\/thead><tbody><tr><td>WildTrack AI<\/td><td>Species ID from footprints\/images<\/td><td>Web, Mobile<\/td><td>Footprint recognition<\/td><td>Starts at $199\/mo<\/td><td>4.6\/5<\/td><\/tr><tr><td>EarthRanger AI<\/td><td>Park management &amp; anti-poaching<\/td><td>Web, Mobile<\/td><td>Multi-data integration<\/td><td>Custom<\/td><td>4.7\/5<\/td><\/tr><tr><td>Zooniverse Wildlife AI<\/td><td>Citizen science projects<\/td><td>Web<\/td><td>Crowdsourced AI training<\/td><td>Free<\/td><td>4.4\/5<\/td><\/tr><tr><td>ConserVision AI<\/td><td>Acoustic wildlife research<\/td><td>Web, IoT<\/td><td>Real-time sound analysis<\/td><td>Starts at $99\/mo<\/td><td>4.5\/5<\/td><\/tr><tr><td>WildEye AI<\/td><td>Camera trap research<\/td><td>Web, Desktop<\/td><td>Deep-learning image analysis<\/td><td>Starts at $299\/mo<\/td><td>4.6\/5<\/td><\/tr><tr><td>SMART + AI<\/td><td>National park rangers<\/td><td>Desktop, Mobile<\/td><td>Patrol &amp; species monitoring<\/td><td>Free \/ Paid plugin<\/td><td>4.7\/5<\/td><\/tr><tr><td>WildMe (Wildbook)<\/td><td>Population tracking<\/td><td>Web<\/td><td>Stripe\/spot recognition<\/td><td>Free \/ Custom<\/td><td>4.5\/5<\/td><\/tr><tr><td>Rainforest Connection AI<\/td><td>Forest protection<\/td><td>IoT, Mobile<\/td><td>Gunshot &amp; chainsaw detection<\/td><td>Custom<\/td><td>4.8\/5<\/td><\/tr><tr><td>PAWS AI<\/td><td>Anti-poaching strategy<\/td><td>Web, Mobile<\/td><td>Predictive patrol planning<\/td><td>Custom<\/td><td>4.6\/5<\/td><\/tr><tr><td>AI Ranger Drone<\/td><td>Aerial surveys &amp; patrols<\/td><td>Drone + Web<\/td><td>Live AI detection from drones<\/td><td>Custom hardware<\/td><td>4.7\/5<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Which AI Wildlife Monitoring Tool is Right for You?<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>For Governments &amp; Large Parks:<\/strong> EarthRanger AI, SMART + AI, PAWS AI.<\/li>\n\n\n\n<li><strong>For NGOs on a Budget:<\/strong> Zooniverse Wildlife AI, WildMe (Wildbook).<\/li>\n\n\n\n<li><strong>For Acoustic Researchers:<\/strong> ConserVision AI, Rainforest Connection Guardian.<\/li>\n\n\n\n<li><strong>For Camera Trap Studies:<\/strong> WildTrack AI, WildEye AI.<\/li>\n\n\n\n<li><strong>For Aerial &amp; Migration Tracking:<\/strong> AI Ranger Drone System.<\/li>\n<\/ul>\n\n\n\n<p>Choose based on:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Budget:<\/strong> Free\/open-source vs. custom enterprise tools.<\/li>\n\n\n\n<li><strong>Focus Area:<\/strong> Security, biodiversity, migration, or acoustic monitoring.<\/li>\n\n\n\n<li><strong>Deployment Needs:<\/strong> Cloud, mobile, or offline field systems.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p>AI Wildlife Monitoring Tools in 2026 are redefining conservation by providing <strong>real-time insights, predictive analytics, and automated detection systems<\/strong>. From drones to sound sensors and citizen-powered platforms, these solutions are helping protect endangered species and fight poaching with precision.<\/p>\n\n\n\n<p>As the landscape continues to evolve, conservationists should take advantage of <strong>free trials, demos, and open-source projects<\/strong> to evaluate the right fit for their organization. The future of biodiversity protection depends on adopting these cutting-edge tools effectively.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">FAQs<\/h2>\n\n\n\n<p><strong>Q1. What are AI Wildlife Monitoring Tools?<\/strong><br>AI Wildlife Monitoring Tools are software and hardware solutions that use AI to track, identify, and analyze wildlife automatically using images, sounds, and sensors.<\/p>\n\n\n\n<p><strong>Q2. Which is the best AI tool for anti-poaching?<\/strong><br>EarthRanger AI and PAWS AI are top choices for predictive anti-poaching and ranger patrol support.<\/p>\n\n\n\n<p><strong>Q3. Can small NGOs use AI monitoring tools?<\/strong><br>Yes. Free\/open platforms like Zooniverse Wildlife AI and WildMe are great for NGOs with limited budgets.<\/p>\n\n\n\n<p><strong>Q4. Do these tools require internet connectivity?<\/strong><br>Some (like WildTrack AI) need internet for syncing, while others (like SMART + AI) allow offline data collection.<\/p>\n\n\n\n<p><strong>Q5. Are AI drones reliable for wildlife monitoring?<\/strong><br>Yes, AI-powered drones with thermal imaging are effective for aerial surveys, but weather and licensing are challenges.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<h2 class=\"wp-block-heading\">Meta Description<\/h2>\n\n\n\n<p>Discover the <strong>Top 10 AI Wildlife Monitoring Tools in 2026<\/strong> \u2013 features, pros, cons &amp; comparison. Find the best AI wildlife software for conservation, research &amp; anti-poaching<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction Conserving wildlife in an era of rapid climate change, deforestation, and human encroachment requires innovation that goes beyond traditional fieldwork. AI Wildlife Monitoring Tools have emerged as a critical&#8230; <\/p>\n","protected":false},"author":54,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_joinchat":[],"footnotes":""},"categories":[2],"tags":[],"class_list":["post-53041","post","type-post","status-publish","format-standard","hentry","category-uncategorised"],"_links":{"self":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53041","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/users\/54"}],"replies":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/comments?post=53041"}],"version-history":[{"count":4,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53041\/revisions"}],"predecessor-version":[{"id":59786,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53041\/revisions\/59786"}],"wp:attachment":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/media?parent=53041"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/categories?post=53041"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/tags?post=53041"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}