{"id":53035,"date":"2025-09-16T11:02:09","date_gmt":"2025-09-16T11:02:09","guid":{"rendered":"https:\/\/www.devopsschool.com\/blog\/?p=53035"},"modified":"2026-02-21T08:25:46","modified_gmt":"2026-02-21T08:25:46","slug":"top-10-ai-disaster-management-tools-in-2025-features-pros-cons-comparison","status":"publish","type":"post","link":"https:\/\/www.devopsschool.com\/blog\/top-10-ai-disaster-management-tools-in-2025-features-pros-cons-comparison\/","title":{"rendered":"Top 10 AI Disaster Management Tools in 2026: Features, Pros, Cons &amp; Comparison"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">Introduction<\/h1>\n\n\n\n<p>Natural disasters and man-made crises are becoming more frequent and complex in 2026. From floods and wildfires to earthquakes and industrial accidents, the scale of emergencies often overwhelms traditional response systems. <strong>AI Disaster Management Tools<\/strong> are transforming how governments, NGOs, and enterprises prepare, respond, and recover from such events.<\/p>\n\n\n\n<p>By combining real-time data, predictive analytics, satellite imagery, IoT sensors, and machine learning, these tools help predict disasters, coordinate resources, and speed up recovery. Organizations choosing a disaster management solution in 2026 should look for <strong>accuracy of predictions, integration with existing systems, scalability, ease of use, and cost-effectiveness<\/strong>.<\/p>\n\n\n\n<p>In this blog, we review the <strong>top 10 AI Disaster Management Tools in 2026<\/strong>, breaking down their features, pros, cons, and ideal use cases. We\u2019ll also provide a comparison table and a decision guide to help you choose the right platform.<\/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 Disaster Management 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=\"364\" src=\"https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/4_compressed-7.jpg\" alt=\"\" class=\"wp-image-53752\" style=\"width:840px;height:auto\" srcset=\"https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/4_compressed-7.jpg 800w, https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/4_compressed-7-300x137.jpg 300w, https:\/\/www.devopsschool.com\/blog\/wp-content\/uploads\/2025\/09\/4_compressed-7-768x349.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>OneConcern<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> AI-powered resilience analytics platform for governments and enterprises. Focuses on disaster prediction and risk mitigation.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Earthquake, flood, and wildfire modeling.<\/li>\n\n\n\n<li>Risk scoring for infrastructure and communities.<\/li>\n\n\n\n<li>Scenario planning for urban resilience.<\/li>\n\n\n\n<li>AI-driven real-time dashboards.<\/li>\n\n\n\n<li>API integration with city planning tools.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Highly accurate modeling using big data.<\/li>\n\n\n\n<li>Trusted by multiple governments worldwide.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>High cost for smaller organizations.<\/li>\n\n\n\n<li>Steep learning curve for non-technical 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>IBM Watson AI for Crisis Response<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> A customizable AI platform used for disaster preparedness and humanitarian relief.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI chatbots for citizen communication.<\/li>\n\n\n\n<li>Natural language processing (NLP) for multilingual emergency response.<\/li>\n\n\n\n<li>Predictive analytics for resource allocation.<\/li>\n\n\n\n<li>Integration with IoT and drone data.<\/li>\n\n\n\n<li>Automated reporting and insights.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Highly scalable enterprise-grade solution.<\/li>\n\n\n\n<li>Strong multilingual support.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Requires technical expertise to customize.<\/li>\n\n\n\n<li>Licensing may be expensive for 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\">3. <strong>Microsoft AI for Humanitarian Action<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Cloud-based AI platform supporting NGOs, governments, and relief agencies.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Satellite imagery analysis for disaster zones.<\/li>\n\n\n\n<li>AI-based damage assessment.<\/li>\n\n\n\n<li>Predictive flood and fire models.<\/li>\n\n\n\n<li>Azure integration with existing apps.<\/li>\n\n\n\n<li>Grants and credits for NGOs.<\/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 Microsoft\u2019s global infrastructure.<\/li>\n\n\n\n<li>Financial support for humanitarian organizations.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Heavy dependence on Azure ecosystem.<\/li>\n\n\n\n<li>May not suit small-scale disaster response.<\/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>Palantir Foundry for Disaster Response<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> A data integration and AI analytics platform for large-scale disaster coordination.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Aggregates real-time data from multiple sources.<\/li>\n\n\n\n<li>Predictive evacuation and logistics planning.<\/li>\n\n\n\n<li>Advanced AI-driven dashboards.<\/li>\n\n\n\n<li>Multi-agency collaboration tools.<\/li>\n\n\n\n<li>High-level security for sensitive data.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Handles massive datasets with ease.<\/li>\n\n\n\n<li>Excellent for national-level disaster management.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Expensive and enterprise-focused.<\/li>\n\n\n\n<li>Complex deployment process.<\/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>Google AI Crisis Response<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> Google\u2019s AI-based crisis mapping and emergency alerts system.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Real-time crisis maps via Google Maps.<\/li>\n\n\n\n<li>AI-powered flood forecasting.<\/li>\n\n\n\n<li>Public alerts integrated with mobile devices.<\/li>\n\n\n\n<li>Partnership with governments worldwide.<\/li>\n\n\n\n<li>Open data APIs for NGOs.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Free for public users.<\/li>\n\n\n\n<li>Wide adoption via Android and Google Maps.<\/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 enterprise use.<\/li>\n\n\n\n<li>Data privacy concerns in some 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>Hazus (FEMA + AI Integrations)<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> FEMA\u2019s disaster modeling tool now enhanced with AI capabilities.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Earthquake, flood, and hurricane risk modeling.<\/li>\n\n\n\n<li>Damage and economic loss estimation.<\/li>\n\n\n\n<li>AI-enhanced prediction accuracy.<\/li>\n\n\n\n<li>Integration with GIS systems.<\/li>\n\n\n\n<li>Widely used across US government agencies.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Government-backed and widely trusted.<\/li>\n\n\n\n<li>Free to use for US-based organizations.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Limited to US disaster data.<\/li>\n\n\n\n<li>Outdated UI compared to commercial tools.<\/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>DataRobot for Disaster Prediction<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> An AI\/ML platform adapted for disaster forecasting and emergency planning.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AutoML disaster prediction models.<\/li>\n\n\n\n<li>Real-time data ingestion from sensors.<\/li>\n\n\n\n<li>Predictive analytics for wildfire spread.<\/li>\n\n\n\n<li>Cloud-based deployment.<\/li>\n\n\n\n<li>Customizable dashboards.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Flexible for different disaster scenarios.<\/li>\n\n\n\n<li>Easy for data scientists to build models.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Requires data science expertise.<\/li>\n\n\n\n<li>Pricing not transparent for 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\">8. <strong>UN Global Pulse AI Tools<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> UN\u2019s AI initiative for humanitarian and disaster relief globally.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Social media AI analysis for crisis detection.<\/li>\n\n\n\n<li>Mobile network data for population movement.<\/li>\n\n\n\n<li>Satellite imagery for flood\/drought analysis.<\/li>\n\n\n\n<li>AI tools for refugee and crisis management.<\/li>\n\n\n\n<li>Partnerships with multiple countries.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Focused on humanitarian needs.<\/li>\n\n\n\n<li>Free\/open access for many NGOs.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Limited enterprise-grade customization.<\/li>\n\n\n\n<li>Dependent on donor funding.<\/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>SATLOGAI<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> AI platform specializing in satellite-driven disaster detection.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-enhanced remote sensing.<\/li>\n\n\n\n<li>Fire, flood, and cyclone detection.<\/li>\n\n\n\n<li>Cloud-based data access for governments.<\/li>\n\n\n\n<li>Predictive agriculture disaster alerts.<\/li>\n\n\n\n<li>Supports developing nations with low-cost solutions.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong in early detection via satellites.<\/li>\n\n\n\n<li>Cost-effective for developing countries.<\/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>Less effective without high-quality local 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\">10. <strong>Qwake Technologies (CUE AI Helmets)<\/strong><\/h3>\n\n\n\n<p><strong>Short Description:<\/strong> AI-powered wearable for first responders in disaster zones.<\/p>\n\n\n\n<p><strong>Key Features:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AR helmets with AI hazard detection.<\/li>\n\n\n\n<li>Smoke and heat navigation.<\/li>\n\n\n\n<li>Communication integrated for rescue teams.<\/li>\n\n\n\n<li>AI-driven object detection for survivors.<\/li>\n\n\n\n<li>Rugged, field-ready design.<\/li>\n<\/ul>\n\n\n\n<p><strong>Pros:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Life-saving for on-ground teams.<\/li>\n\n\n\n<li>Innovative use of AR + AI.<\/li>\n<\/ul>\n\n\n\n<p><strong>Cons:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Niche application (rescue teams only).<\/li>\n\n\n\n<li>Expensive hardware per unit.<\/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 Disaster Management Tools in 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 (G2\/Capterra)<\/th><\/tr><\/thead><tbody><tr><td>OneConcern<\/td><td>Urban resilience planning<\/td><td>Web, API<\/td><td>Earthquake\/flood modeling<\/td><td>Custom<\/td><td>4.5\/5<\/td><\/tr><tr><td>IBM Watson AI<\/td><td>Enterprise crisis response<\/td><td>Cloud, APIs<\/td><td>NLP + crisis chatbots<\/td><td>Custom<\/td><td>4.4\/5<\/td><\/tr><tr><td>Microsoft AI<\/td><td>NGOs &amp; gov. disaster relief<\/td><td>Azure Cloud<\/td><td>Satellite + AI damage assessment<\/td><td>Free\/Custom<\/td><td>4.3\/5<\/td><\/tr><tr><td>Palantir Foundry<\/td><td>National agencies<\/td><td>Web\/Cloud<\/td><td>Multi-source data integration<\/td><td>Custom<\/td><td>4.6\/5<\/td><\/tr><tr><td>Google AI Crisis<\/td><td>Public alerts<\/td><td>Web, Mobile<\/td><td>Real-time maps + alerts<\/td><td>Free<\/td><td>4.5\/5<\/td><\/tr><tr><td>Hazus<\/td><td>US agencies<\/td><td>Desktop + GIS<\/td><td>FEMA-backed risk modeling<\/td><td>Free<\/td><td>4.2\/5<\/td><\/tr><tr><td>DataRobot<\/td><td>Predictive modeling<\/td><td>Cloud<\/td><td>AutoML for disasters<\/td><td>Custom<\/td><td>4.4\/5<\/td><\/tr><tr><td>UN Global Pulse<\/td><td>NGOs, humanitarian<\/td><td>Cloud, Open data<\/td><td>Social + mobile data insights<\/td><td>Free<\/td><td>4.3\/5<\/td><\/tr><tr><td>SATLOGAI<\/td><td>Developing countries<\/td><td>Web\/Cloud<\/td><td>Satellite early detection<\/td><td>Affordable<\/td><td>4.1\/5<\/td><\/tr><tr><td>Qwake CUE Helmets<\/td><td>First responders<\/td><td>AR wearable<\/td><td>AI hazard detection<\/td><td>$X,XXX\/unit<\/td><td>4.2\/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 Disaster Management Tool is Right for You?<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Small NGOs &amp; Humanitarian Orgs<\/strong> \u2192 <em>Microsoft AI for Humanitarian Action, UN Global Pulse, Google AI Crisis Response<\/em> (free\/low-cost and high global reach).<\/li>\n\n\n\n<li><strong>Large Enterprises &amp; Governments<\/strong> \u2192 <em>Palantir Foundry, IBM Watson AI, OneConcern<\/em> (best for large-scale data handling and predictive analytics).<\/li>\n\n\n\n<li><strong>US-based Local Agencies<\/strong> \u2192 <em>Hazus with AI extensions<\/em> (free, FEMA-supported, localized).<\/li>\n\n\n\n<li><strong>Developing Nations with Budget Constraints<\/strong> \u2192 <em>SATLOGAI<\/em> (cost-effective satellite insights).<\/li>\n\n\n\n<li><strong>First Responders\/Field Teams<\/strong> \u2192 <em>Qwake CUE AI Helmets<\/em> (life-saving wearable tech).<\/li>\n\n\n\n<li><strong>Data-Driven Organizations<\/strong> \u2192 <em>DataRobot<\/em> (for in-house disaster forecasting).<\/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 Disaster Management Tools<\/strong> are no longer optional\u2014they are essential. From predictive modeling and crisis communication to real-time mapping and AR-enabled rescue, these tools enhance preparedness, save lives, and optimize recovery.<\/p>\n\n\n\n<p>The landscape is evolving fast, with governments, NGOs, and private enterprises increasingly adopting AI-driven solutions. The right choice depends on your <strong>budget, scale, and specific disaster challenges<\/strong>. We recommend exploring free trials or NGO-supported programs before committing to enterprise-level tools.<\/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 Disaster Management Tools?<\/strong><br>They are AI-powered platforms that help predict, monitor, and respond to natural or man-made disasters using data, machine learning, and real-time analytics.<\/p>\n\n\n\n<p><strong>Q2. Are these tools only for governments?<\/strong><br>No. NGOs, enterprises, universities, and even local communities use them for preparedness and risk reduction.<\/p>\n\n\n\n<p><strong>Q3. Which is the best free AI Disaster Management Tool?<\/strong><br>Google AI Crisis Response and UN Global Pulse offer powerful free tools for humanitarian and community use.<\/p>\n\n\n\n<p><strong>Q4. How accurate are AI predictions for disasters?<\/strong><br>Accuracy varies by tool and data quality. Leading platforms like OneConcern and Palantir integrate multiple data sources for high reliability.<\/p>\n\n\n\n<p><strong>Q5. Can small organizations afford AI Disaster Management Tools?<\/strong><br>Yes. Many platforms (Microsoft AI for Humanitarian Action, UN Global Pulse) provide grants, free tiers, or NGO credits.<\/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 Disaster Management Tools in 2026<\/strong>. Compare features, pros, cons, pricing &amp; ratings to choose the best solution for your needs.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction Natural disasters and man-made crises are becoming more frequent and complex in 2026. From floods and wildfires to earthquakes and industrial accidents, the scale of emergencies often overwhelms traditional&#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-53035","post","type-post","status-publish","format-standard","hentry","category-uncategorised"],"_links":{"self":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53035","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=53035"}],"version-history":[{"count":4,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53035\/revisions"}],"predecessor-version":[{"id":59783,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/53035\/revisions\/59783"}],"wp:attachment":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/media?parent=53035"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/categories?post=53035"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/tags?post=53035"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}