{"id":53046,"date":"2025-09-16T11:31:02","date_gmt":"2025-09-16T11:31:02","guid":{"rendered":"https:\/\/www.devopsschool.com\/blog\/?p=53046"},"modified":"2026-02-21T08:25:56","modified_gmt":"2026-02-21T08:25:56","slug":"top-10-ai-traffic-optimization-tools-in-2025-features-pros-cons-comparison","status":"publish","type":"post","link":"https:\/\/www.devopsschool.com\/blog\/top-10-ai-traffic-optimization-tools-in-2025-features-pros-cons-comparison\/","title":{"rendered":"Top 10 AI Traffic Optimization Tools in 2026: Features, Pros, Cons &amp; Comparison"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">Introduction<\/h1>\n\n\n\n<p>In 2026, cities and businesses are facing unprecedented traffic challenges. With rapid urbanization, increased vehicle density, and rising logistics demands, traditional traffic management systems can no longer keep up. This is where <strong>AI Traffic Optimization Tools<\/strong> come in.<\/p>\n\n\n\n<p>These tools use artificial intelligence, predictive analytics, and real-time data to reduce congestion, minimize fuel consumption, optimize signal timings, and improve road safety. From smart city authorities to logistics enterprises, the adoption of AI-driven traffic optimization solutions has become a critical step toward building sustainable and efficient mobility ecosystems.<\/p>\n\n\n\n<p>When choosing the best <strong>AI Traffic Optimization Tools<\/strong>, decision-makers should look for:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Real-time data integration (IoT sensors, GPS, cameras)<\/li>\n\n\n\n<li>Predictive analytics for congestion control<\/li>\n\n\n\n<li>Support for multi-modal transport (cars, buses, bikes, etc.)<\/li>\n\n\n\n<li>Easy integration with existing infrastructure<\/li>\n\n\n\n<li>Cloud-based dashboards and scalability<\/li>\n\n\n\n<li>Compliance with smart city standards<\/li>\n<\/ul>\n\n\n\n<p>In this article, we explore the <strong>Top 10 AI Traffic Optimization Tools in 2026<\/strong>, compare their features, pros, and cons, and help you select the right solution 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 Traffic Optimization 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=\"686\" src=\"https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/3_compressed-11.jpg\" alt=\"\" class=\"wp-image-53735\" style=\"width:840px;height:auto\" srcset=\"https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/3_compressed-11.jpg 800w, https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/3_compressed-11-300x257.jpg 300w, https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/3_compressed-11-768x659.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>Inrix IQ Traffic<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Inrix provides real-time traffic data and analytics for cities and enterprises, focusing on reducing congestion and improving commute efficiency.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Real-time incident detection and traffic flow monitoring<\/li>\n\n\n\n<li>Predictive analytics for congestion hotspots<\/li>\n\n\n\n<li>Public transport and freight logistics integration<\/li>\n\n\n\n<li>Heatmaps for urban mobility planning<\/li>\n\n\n\n<li>API support for developers<\/li>\n\n\n\n<li>Cloud-based dashboards<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Accurate and widely used traffic datasets<\/li>\n\n\n\n<li>Easy integration with existing ITS systems<\/li>\n\n\n\n<li>Scalable for small and large cities<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Premium pricing for advanced features<\/li>\n\n\n\n<li>Steeper learning curve for new users<\/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>PTV Optima<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> PTV Optima offers AI-driven traffic simulation and prediction, helping authorities and logistics companies to manage real-time congestion.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Predictive traffic modeling up to 60 minutes ahead<\/li>\n\n\n\n<li>Integration with IoT sensors and GPS feeds<\/li>\n\n\n\n<li>Incident management and rerouting suggestions<\/li>\n\n\n\n<li>Supports multimodal traffic planning<\/li>\n\n\n\n<li>Advanced reporting and simulation tools<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong predictive accuracy<\/li>\n\n\n\n<li>Widely trusted by smart city projects<\/li>\n\n\n\n<li>Great visualization of simulations<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Requires strong IT support for deployment<\/li>\n\n\n\n<li>High upfront costs<\/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>Google DeepMind Traffic Flow AI<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> DeepMind, in collaboration with Google Maps, offers AI traffic light control and route optimization for urban mobility.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-optimized traffic signals to reduce waiting time<\/li>\n\n\n\n<li>Route optimization for public and private vehicles<\/li>\n\n\n\n<li>Energy efficiency and emission reduction algorithms<\/li>\n\n\n\n<li>Massive data support from Google Maps<\/li>\n\n\n\n<li>Seamless API for developers<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Backed by Google\u2019s AI capabilities<\/li>\n\n\n\n<li>Proven reduction in congestion in pilot cities<\/li>\n\n\n\n<li>User-friendly interface<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Limited access to full platform (partnership only)<\/li>\n\n\n\n<li>Privacy concerns in data usage<\/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>Here Traffic Analytics<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> HERE provides real-time and historical traffic data insights, widely used in navigation systems and city infrastructure.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Real-time traffic congestion alerts<\/li>\n\n\n\n<li>Predictive travel time estimates<\/li>\n\n\n\n<li>Integration with autonomous vehicles and IoT devices<\/li>\n\n\n\n<li>Lane-level routing accuracy<\/li>\n\n\n\n<li>Cloud API for developers<\/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 major automakers<\/li>\n\n\n\n<li>Highly accurate navigation data<\/li>\n\n\n\n<li>Supports autonomous driving research<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Expensive for startups and SMEs<\/li>\n\n\n\n<li>Requires strong internet connectivity<\/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>Waycare (by Rekor Systems)<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Waycare focuses on proactive traffic safety and congestion management using AI-powered predictive models.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Crash risk prediction models<\/li>\n\n\n\n<li>Traffic signal optimization<\/li>\n\n\n\n<li>Smart incident response system<\/li>\n\n\n\n<li>Collaboration tools for agencies<\/li>\n\n\n\n<li>Machine learning dashboards<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong focus on safety and prevention<\/li>\n\n\n\n<li>Collaborative ecosystem for city planners<\/li>\n\n\n\n<li>Easy deployment in urban areas<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Limited customization for enterprises<\/li>\n\n\n\n<li>Works best in metropolitan regions<\/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>Flow Labs AI<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Flow Labs uses AI to optimize traffic lights, reduce congestion, and provide predictive insights for city planners.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Adaptive signal control using AI<\/li>\n\n\n\n<li>Real-time congestion mapping<\/li>\n\n\n\n<li>Historical data insights for long-term planning<\/li>\n\n\n\n<li>Integration with connected vehicles<\/li>\n\n\n\n<li>Easy-to-use web dashboard<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Significant reduction in travel times<\/li>\n\n\n\n<li>Fast deployment with IoT systems<\/li>\n\n\n\n<li>Excellent for mid-sized cities<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Limited availability outside North America<\/li>\n\n\n\n<li>High dependency on local sensor data<\/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>NoTraffic<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> NoTraffic uses AI and IoT to transform intersections into smart, self-managed ecosystems.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-driven traffic signal control<\/li>\n\n\n\n<li>Autonomous vehicle readiness<\/li>\n\n\n\n<li>Sensor fusion with cameras and radars<\/li>\n\n\n\n<li>Cloud-based command center<\/li>\n\n\n\n<li>Adaptive to different intersection layouts<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Future-proof for autonomous mobility<\/li>\n\n\n\n<li>Highly flexible and adaptive<\/li>\n\n\n\n<li>Proven efficiency in city pilots<\/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 intersections<\/li>\n\n\n\n<li>Setup costs are relatively high<\/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>UrbanOS by Flowbird<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> UrbanOS is a mobility platform that integrates AI traffic management with parking and public transit systems.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Traffic congestion reduction AI models<\/li>\n\n\n\n<li>Integrated parking optimization<\/li>\n\n\n\n<li>Public transit route efficiency<\/li>\n\n\n\n<li>Data visualization and reporting<\/li>\n\n\n\n<li>Mobile apps for commuters<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Covers traffic + parking in one solution<\/li>\n\n\n\n<li>User-friendly design<\/li>\n\n\n\n<li>Cost-effective for municipalities<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Less advanced predictive analytics<\/li>\n\n\n\n<li>Limited customization for logistics companies<\/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>Miovision TrafficLink<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Miovision specializes in smart traffic signals and AI analytics for intersection management.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Real-time traffic signal optimization<\/li>\n\n\n\n<li>Cloud-based performance monitoring<\/li>\n\n\n\n<li>Video and sensor data integration<\/li>\n\n\n\n<li>Crash and safety analytics<\/li>\n\n\n\n<li>Easy plug-and-play deployment<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Quick installation and deployment<\/li>\n\n\n\n<li>Strong safety analytics features<\/li>\n\n\n\n<li>Flexible subscription plans<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Focused mostly on intersections<\/li>\n\n\n\n<li>Requires stable connectivity<\/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>TomTom Traffic Index Pro<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> TomTom\u2019s traffic analytics platform provides real-time and predictive insights for enterprises and city governments.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Global coverage with high data accuracy<\/li>\n\n\n\n<li>Predictive congestion mapping<\/li>\n\n\n\n<li>Route optimization for fleets<\/li>\n\n\n\n<li>Integration with mapping and GPS devices<\/li>\n\n\n\n<li>Cloud-based reports and APIs<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Widely trusted worldwide<\/li>\n\n\n\n<li>Great for logistics and fleet companies<\/li>\n\n\n\n<li>Easy integration with navigation systems<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Limited customization for local agencies<\/li>\n\n\n\n<li>Premium pricing<\/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 Traffic Optimization 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 (Avg.)<\/th><\/tr><\/thead><tbody><tr><td>Inrix IQ Traffic<\/td><td>Cities &amp; enterprises<\/td><td>Web, API<\/td><td>Accurate real-time datasets<\/td><td>Custom<\/td><td>4.6\/5<\/td><\/tr><tr><td>PTV Optima<\/td><td>City planners<\/td><td>Desktop, Cloud<\/td><td>Predictive traffic modeling<\/td><td>Custom \/ Enterprise<\/td><td>4.5\/5<\/td><\/tr><tr><td>Google DeepMind AI<\/td><td>Governments, big cities<\/td><td>API, Maps<\/td><td>AI-driven traffic lights<\/td><td>Limited \/ Custom<\/td><td>4.7\/5<\/td><\/tr><tr><td>HERE Traffic Analytics<\/td><td>Navigation &amp; logistics<\/td><td>Cloud, API<\/td><td>Lane-level navigation accuracy<\/td><td>Custom<\/td><td>4.6\/5<\/td><\/tr><tr><td>Waycare<\/td><td>Traffic safety agencies<\/td><td>Cloud dashboard<\/td><td>Crash risk prediction<\/td><td>Subscription<\/td><td>4.5\/5<\/td><\/tr><tr><td>Flow Labs<\/td><td>Mid-sized cities<\/td><td>Web dashboard<\/td><td>Adaptive signal control<\/td><td>Subscription<\/td><td>4.4\/5<\/td><\/tr><tr><td>NoTraffic<\/td><td>Smart intersections<\/td><td>Cloud + IoT<\/td><td>Intersection AI management<\/td><td>Custom<\/td><td>4.6\/5<\/td><\/tr><tr><td>UrbanOS (Flowbird)<\/td><td>Smart city mobility<\/td><td>Cloud, Mobile<\/td><td>Parking + traffic optimization<\/td><td>Custom<\/td><td>4.3\/5<\/td><\/tr><tr><td>Miovision TrafficLink<\/td><td>Intersections<\/td><td>Cloud dashboard<\/td><td>Plug-and-play traffic signal AI<\/td><td>Subscription<\/td><td>4.4\/5<\/td><\/tr><tr><td>TomTom Traffic Index<\/td><td>Logistics &amp; cities<\/td><td>API, GPS devices<\/td><td>Global traffic coverage<\/td><td>Subscription \/ Custom<\/td><td>4.6\/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 Traffic Optimization Tool is Right for You?<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Small Cities \/ Municipalities:<\/strong> Tools like <strong>Flow Labs<\/strong> and <strong>UrbanOS<\/strong> are cost-effective and easy to deploy.<\/li>\n\n\n\n<li><strong>Large Metropolitan Cities:<\/strong> <strong>PTV Optima<\/strong>, <strong>Google DeepMind AI<\/strong>, and <strong>Inrix IQ Traffic<\/strong> offer high-end predictive capabilities.<\/li>\n\n\n\n<li><strong>Logistics Companies:<\/strong> <strong>TomTom Traffic Index<\/strong> and <strong>HERE Analytics<\/strong> are best for fleets and delivery optimization.<\/li>\n\n\n\n<li><strong>Safety-Focused Agencies:<\/strong> <strong>Waycare<\/strong> and <strong>Miovision<\/strong> provide strong crash prediction and intersection safety insights.<\/li>\n\n\n\n<li><strong>Future-Ready Mobility (Autonomous Vehicles):<\/strong> <strong>NoTraffic<\/strong> is ideal for AI-ready, autonomous mobility integration.<\/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>In 2026, <strong>AI Traffic Optimization Tools<\/strong> are no longer optional\u2014they are essential for building smarter, safer, and more sustainable cities. From predictive traffic modeling to AI-driven signal control, these solutions are helping governments, enterprises, and logistics companies save time, reduce emissions, and improve safety.<\/p>\n\n\n\n<p>If you\u2019re considering adoption, start with a pilot project, explore free trials or demos, and choose the tool that aligns with your budget, infrastructure, and growth vision.<\/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 Traffic Optimization Tools?<\/strong><br>AI Traffic Optimization Tools are software solutions that use artificial intelligence to improve traffic flow, reduce congestion, and enhance road safety.<\/p>\n\n\n\n<p><strong>Q2. How do AI Traffic Optimization Tools reduce congestion?<\/strong><br>They use real-time traffic data, AI algorithms, and predictive modeling to optimize signal timings, reroute vehicles, and minimize bottlenecks.<\/p>\n\n\n\n<p><strong>Q3. Are these tools suitable for small towns?<\/strong><br>Yes. Tools like Flow Labs and UrbanOS provide affordable solutions tailored for smaller municipalities.<\/p>\n\n\n\n<p><strong>Q4. Which is the best AI Traffic Optimization Tool for logistics?<\/strong><br>TomTom Traffic Index and HERE Traffic Analytics are widely trusted by logistics and delivery companies.<\/p>\n\n\n\n<p><strong>Q5. Do these tools support autonomous vehicles?<\/strong><br>Yes. Platforms like NoTraffic and HERE are designed with autonomous vehicle integration in mind.<\/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 top 10 AI Traffic Optimization Tools in 2026. Compare features, pros &amp; cons, pricing, and ratings to choose the best solution for smarter mobility.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction In 2026, cities and businesses are facing unprecedented traffic challenges. With rapid urbanization, increased vehicle density, and rising logistics demands, traditional traffic management systems can no longer keep up&#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-53046","post","type-post","status-publish","format-standard","hentry","category-uncategorised"],"_links":{"self":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53046","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=53046"}],"version-history":[{"count":4,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53046\/revisions"}],"predecessor-version":[{"id":59789,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53046\/revisions\/59789"}],"wp:attachment":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/media?parent=53046"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/categories?post=53046"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/tags?post=53046"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}