{"id":1442,"date":"2025-07-08T23:17:13","date_gmt":"2025-07-08T23:17:13","guid":{"rendered":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=1442"},"modified":"2025-07-08T23:17:23","modified_gmt":"2025-07-08T23:17:23","slug":"drone-swarm-autonomy","status":"publish","type":"post","link":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=1442","title":{"rendered":"Drone Swarm Autonomy"},"content":{"rendered":"\n<figure class=\"wp-block-audio\"><audio controls src=\"http:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2025\/07\/Drone-Swarm-Autonomy-and-F-35-Software-Delays.mp3\"><\/audio><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>PODCAST: <a href=\"https:\/\/www.defenseone.com\/technology\/2025\/02\/l3-unveils-new-low-bandwidth-high-autonomy-drone-swam-tech\/402859\/'\">Defense One<\/a> explore several facets of <strong>contemporary military technology and strategy<\/strong>. One article highlights L3Harris&#8217;s new <strong>&#8220;Amorphous&#8221; drone swarm technology<\/strong>, emphasizing its <strong>low-bandwidth communication<\/strong> and <strong>high autonomy<\/strong> to allow a single operator to control thousands of drones, a development crucial for future battlefield scenarios with electromagnetic interference. Another piece discusses the <strong>persistent software development challenges<\/strong> plaguing the <strong>F-35 fighter jet program<\/strong>, particularly with its crucial Technology Refresh-3 upgrade. Finally, the third article examines former President Trump&#8217;s ambitious, yet potentially <strong>costly and technically challenging, &#8220;Iron Dome for America&#8221; concept<\/strong>, which envisions a <strong>space-based missile defense shield<\/strong> to protect the U.S. homeland.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-opt-id=1134918598  fetchpriority=\"high\" decoding=\"async\" width=\"500\" height=\"333\" src=\"https:\/\/ml6vmqguit1n.i.optimole.com\/w:auto\/h:auto\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2025\/07\/image-187.png\" alt=\"\" class=\"wp-image-1444\" srcset=\"https:\/\/ml6vmqguit1n.i.optimole.com\/w:500\/h:333\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2025\/07\/image-187.png 500w, https:\/\/ml6vmqguit1n.i.optimole.com\/w:300\/h:200\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2025\/07\/image-187.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/www.google.com\/search?q=Drone+Swarm+Autonomy&amp;rlz=1C1ONGR_enUS1168__1169&amp;sourceid=chrome&amp;ie=UTF-8\">Drone swarm autonomy<\/a> refers to <strong>the capability of multiple drones to operate collectively and make decisions without direct human control, using algorithms and artificial intelligence to achieve common goals<\/strong>. These swarms leverage concepts like swarm intelligence, mimicking patterns observed in nature, to navigate complex environments, adapt to changing conditions, and perform tasks such as surveillance, reconnaissance, and even attack. [<a href=\"https:\/\/www.youtube.com\/watch?v=qcobYfdUwXg\">1<\/a>, <a href=\"https:\/\/dsm.forecastinternational.com\/2025\/01\/21\/drone-wars-developments-in-drone-swarm-technology\/\">2<\/a>, <a href=\"https:\/\/droneii.com\/commercial-use-of-drone-swarms#:~:text=Drone%20swarms%20are%20groups%20of%20autonomous%2C%20networked,that%20work%20collaboratively%20to%20achieve%20common%20objectives.\">3<\/a>, <a href=\"https:\/\/www.autonomyglobal.co\/drone-swarms-are-coming-the-future-of-autonomous-operations\/\">4<\/a>]<\/p>\n\n\n\n<p>Key aspects of drone swarm autonomy:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Decentralized control:<\/strong> Instead of relying on a central command, drones in a swarm often operate with distributed control systems, communicating and coordinating with each other in real-time. [<a href=\"https:\/\/dsm.forecastinternational.com\/2025\/01\/21\/drone-wars-developments-in-drone-swarm-technology\/\">2<\/a>, <a href=\"https:\/\/dsm.forecastinternational.com\/2025\/01\/21\/drone-wars-developments-in-drone-swarm-technology\/\">2<\/a>, <a href=\"https:\/\/www.autonomyglobal.co\/drone-swarms-are-coming-the-future-of-autonomous-operations\/\">4<\/a>, <a href=\"https:\/\/www.autonomyglobal.co\/drone-swarms-are-coming-the-future-of-autonomous-operations\/\">4<\/a>]<\/li>\n\n\n\n<li><strong>Artificial intelligence (AI) and machine learning (ML):<\/strong> AI and ML algorithms enable drones to learn from their environment, adapt to unexpected situations, and make autonomous decisions, such as avoiding obstacles, optimizing flight paths, and identifying targets. [<a href=\"https:\/\/dsm.forecastinternational.com\/2025\/01\/21\/drone-wars-developments-in-drone-swarm-technology\/\">2<\/a>, <a href=\"https:\/\/dsm.forecastinternational.com\/2025\/01\/21\/drone-wars-developments-in-drone-swarm-technology\/\">2<\/a>, <a href=\"https:\/\/www.autonomyglobal.co\/drone-swarms-are-coming-the-future-of-autonomous-operations\/\">4<\/a>, <a href=\"https:\/\/www.autonomyglobal.co\/drone-swarms-are-coming-the-future-of-autonomous-operations\/\">4<\/a>]<\/li>\n\n\n\n<li><strong>Swarm intelligence:<\/strong> This approach involves individual drones following simple rules, which collectively lead to complex and emergent behaviors, similar to how birds or insects operate in a swarm. [<a href=\"https:\/\/dsm.forecastinternational.com\/2025\/01\/21\/drone-wars-developments-in-drone-swarm-technology\/\">2<\/a>, <a href=\"https:\/\/dsm.forecastinternational.com\/2025\/01\/21\/drone-wars-developments-in-drone-swarm-technology\/\">2<\/a>, <a href=\"https:\/\/droneii.com\/commercial-use-of-drone-swarms#:~:text=Drone%20swarms%20are%20groups%20of%20autonomous%2C%20networked,that%20work%20collaboratively%20to%20achieve%20common%20objectives.\">3<\/a>, <a href=\"https:\/\/droneii.com\/commercial-use-of-drone-swarms#:~:text=Drone%20swarms%20are%20groups%20of%20autonomous%2C%20networked,that%20work%20collaboratively%20to%20achieve%20common%20objectives.\">3<\/a>]<\/li>\n\n\n\n<li><strong>Robustness and resilience:<\/strong> By distributing tasks among multiple drones, swarms can be more resilient to individual drone failures or disruptions, as the remaining drones can continue the mission. [<a href=\"https:\/\/www.autonomyglobal.co\/drone-swarms-are-coming-the-future-of-autonomous-operations\/\">4<\/a>, <a href=\"https:\/\/www.autonomyglobal.co\/drone-swarms-are-coming-the-future-of-autonomous-operations\/\">4<\/a>, <a href=\"https:\/\/www.nationaldefensemagazine.org\/articles\/2023\/12\/13\/industry-perspective-autonomous-swarm-drones-new-face-of--warfare\">5<\/a>, <a href=\"https:\/\/www.nationaldefensemagazine.org\/articles\/2023\/12\/13\/industry-perspective-autonomous-swarm-drones-new-face-of--warfare\">5<\/a>, <a href=\"https:\/\/milvus.io\/ai-quick-reference\/what-are-the-key-principles-of-swarm-intelligence#:~:text=Swarm%20systems%20are%20resilient%20because%20the%20failure,is%20achieved%20through%20redundancy%20and%20distributed%20decision%2Dmaking.\">6<\/a>, <a href=\"https:\/\/www.youtube.com\/watch?v=e5tJJT375cc\">7<\/a>, <a href=\"https:\/\/www.linkedin.com\/pulse\/swarm-technology-imet-369-sw7tc#:~:text=One%20of%20the%20key%20advantages%20of%20drone,the%20face%20of%20technical%20issues%20or%20obstacles.\">8<\/a>]<\/li>\n<\/ul>\n\n\n\n<p>Examples of drone swarm autonomy:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Military applications:<\/strong> Drone swarms can be used for reconnaissance, surveillance, and even attacks, overwhelming defenses with sheer numbers and performing complex operations with minimal human oversight. [<a href=\"https:\/\/www.youtube.com\/watch?v=qcobYfdUwXg\">1<\/a>, <a href=\"https:\/\/www.youtube.com\/watch?v=qcobYfdUwXg\">1<\/a>, <a href=\"https:\/\/www.autonomyglobal.co\/drone-swarms-are-coming-the-future-of-autonomous-operations\/\">4<\/a>, <a href=\"https:\/\/www.autonomyglobal.co\/drone-swarms-are-coming-the-future-of-autonomous-operations\/\">4<\/a>, <a href=\"https:\/\/www.axios.com\/2024\/03\/15\/drone-swarms-ai-military-war\">9<\/a>, <a href=\"https:\/\/www.axios.com\/2024\/03\/15\/drone-swarms-ai-military-war\">9<\/a>]<\/li>\n\n\n\n<li><strong>Disaster relief:<\/strong> Autonomous drone swarms can be deployed to assess damage, map affected areas, and deliver supplies in disaster zones, potentially improving response times and efficiency. [<a href=\"https:\/\/www.thedroningcompany.com\/blog\/autonomous-drone-swarm-navigates-a-bamboo-forest\">10<\/a>, <a href=\"https:\/\/www.thedroningcompany.com\/blog\/autonomous-drone-swarm-navigates-a-bamboo-forest\">10<\/a>, <a href=\"https:\/\/github.com\/mnmldb\/autonomous-drone-swarm\">11<\/a>, <a href=\"https:\/\/github.com\/mnmldb\/autonomous-drone-swarm\">11<\/a>]<\/li>\n\n\n\n<li><strong>Commercial applications:<\/strong> Drone swarms are being explored for tasks like package delivery, infrastructure inspection, and search and rescue operations, offering potential for increased efficiency and safety. [<a href=\"https:\/\/droneii.com\/commercial-use-of-drone-swarms#:~:text=Drone%20swarms%20are%20groups%20of%20autonomous%2C%20networked,that%20work%20collaboratively%20to%20achieve%20common%20objectives.\">3<\/a>, <a href=\"https:\/\/droneii.com\/commercial-use-of-drone-swarms#:~:text=Drone%20swarms%20are%20groups%20of%20autonomous%2C%20networked,that%20work%20collaboratively%20to%20achieve%20common%20objectives.\">3<\/a>, <a href=\"https:\/\/www.asisonline.org\/security-management-magazine\/latest-news\/today-in-security\/2023\/september\/drone-swarms-good-bad-and-terrifying\/\">12<\/a>, <a href=\"https:\/\/www.asisonline.org\/security-management-magazine\/latest-news\/today-in-security\/2023\/september\/drone-swarms-good-bad-and-terrifying\/\">12<\/a>, <a href=\"https:\/\/grupooesia.com\/en\/insight\/uas-swarm-operations-key-factors\/#:~:text=These%20features%20not%20only%20improve%20operational%20efficiency%2C,of%20a%20future%20that%20is%20already%20present.\">13<\/a>, <a href=\"https:\/\/www.um.edu.mt\/library\/oar\/handle\/123456789\/115258#:~:text=The%20successful%20development%20of%20such%20a%20system,rescue%20operations%2C%20package%20delivery%2C%20and%20infrastructure%20inspections.\">14<\/a>]<\/li>\n<\/ul>\n\n\n\n<p>Challenges and future directions:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Developing robust AI and ML algorithms:<\/strong> Ensuring that drones can reliably operate in complex and dynamic environments, including those with GPS jamming or other forms of interference. [<a href=\"https:\/\/dsm.forecastinternational.com\/2025\/01\/21\/drone-wars-developments-in-drone-swarm-technology\/\">2<\/a>, <a href=\"https:\/\/dsm.forecastinternational.com\/2025\/01\/21\/drone-wars-developments-in-drone-swarm-technology\/\">2<\/a>, <a href=\"https:\/\/ieeexplore.ieee.org\/document\/9990563\/\">15<\/a>, <a href=\"https:\/\/ieeexplore.ieee.org\/document\/9990563\/\">15<\/a>]<\/li>\n\n\n\n<li><strong>Addressing ethical and legal concerns:<\/strong> Establishing clear guidelines and regulations for the use of autonomous drone swarms, particularly in military applications. [<a href=\"https:\/\/www.nationaldefensemagazine.org\/articles\/2023\/12\/13\/industry-perspective-autonomous-swarm-drones-new-face-of--warfare\">5<\/a>, <a href=\"https:\/\/www.nationaldefensemagazine.org\/articles\/2023\/12\/13\/industry-perspective-autonomous-swarm-drones-new-face-of--warfare\">5<\/a>, <a href=\"https:\/\/sdi.ai\/blog\/military-drone-swarm-intelligence-explained\/\">16<\/a>, <a href=\"https:\/\/sdi.ai\/blog\/military-drone-swarm-intelligence-explained\/\">16<\/a>]<\/li>\n\n\n\n<li><strong>Human-machine teaming:<\/strong> Finding the optimal balance between human oversight and autonomous operation, ensuring that human operators can intervene when necessary and that AI systems operate within ethical and legal boundaries. [<a href=\"https:\/\/www.nationaldefensemagazine.org\/articles\/2023\/12\/13\/industry-perspective-autonomous-swarm-drones-new-face-of--warfare\">5<\/a>, <a href=\"https:\/\/www.nationaldefensemagazine.org\/articles\/2023\/12\/13\/industry-perspective-autonomous-swarm-drones-new-face-of--warfare\">5<\/a>, <a href=\"https:\/\/sdi.ai\/blog\/military-drone-swarm-intelligence-explained\/\">16<\/a>, <a href=\"https:\/\/sdi.ai\/blog\/military-drone-swarm-intelligence-explained\/\">16<\/a>]<\/li>\n\n\n\n<li><strong>Continued advancements in drone technology:<\/strong> Further development of drone hardware, including longer flight times, enhanced sensors, and more powerful processing capabilities. [<a href=\"https:\/\/github.com\/mnmldb\/autonomous-drone-swarm\">11<\/a>, <a href=\"https:\/\/www.youtube.com\/watch?v=uB29Q0hU6Z8\">17<\/a>, <a href=\"https:\/\/kilthub.cmu.edu\/articles\/thesis\/Towards_multi-drone_autonomous_construction_via_deep_reinforcement_learning\/14138024#:~:text=Meanwhile%2C%20technological%20advancement%20made%20in%20the%20drone,to%20be%20realized%20in%20the%20near%20future.\">18<\/a>, <a href=\"https:\/\/www.youtube.com\/watch?v=_Gkx7vxe3OI&amp;pp=0gcJCf0Ao7VqN5tD\">19<\/a>, <a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-981-97-8553-7_16#:~:text=These%20advancements%20have%20led%20to%20the%20development,range%20of%20data%20with%20precision%20and%20efficiency.\">20<\/a>]<\/li>\n<\/ul>\n\n\n\n<p><em>AI responses may include mistakes.<\/em><\/p>\n\n\n\n<p>[1]&nbsp;<a href=\"https:\/\/www.youtube.com\/watch?v=qcobYfdUwXg\">https:\/\/www.youtube.com\/watch?v=qcobYfdUwXg<\/a><\/p>\n\n\n\n<p>[2]&nbsp;<a href=\"https:\/\/dsm.forecastinternational.com\/2025\/01\/21\/drone-wars-developments-in-drone-swarm-technology\/\">https:\/\/dsm.forecastinternational.com\/2025\/01\/21\/drone-wars-developments-in-drone-swarm-technology\/<\/a><\/p>\n\n\n\n<p>[3]&nbsp;<a href=\"https:\/\/droneii.com\/commercial-use-of-drone-swarms#:~:text=Drone%20swarms%20are%20groups%20of%20autonomous%2C%20networked,that%20work%20collaboratively%20to%20achieve%20common%20objectives.\">https:\/\/droneii.com\/commercial-use-of-drone-swarms<\/a><\/p>\n\n\n\n<p>[4]&nbsp;<a href=\"https:\/\/www.autonomyglobal.co\/drone-swarms-are-coming-the-future-of-autonomous-operations\/\">https:\/\/www.autonomyglobal.co\/drone-swarms-are-coming-the-future-of-autonomous-operations\/<\/a><\/p>\n\n\n\n<p>[5]&nbsp;<a href=\"https:\/\/www.nationaldefensemagazine.org\/articles\/2023\/12\/13\/industry-perspective-autonomous-swarm-drones-new-face-of--warfare\">https:\/\/www.nationaldefensemagazine.org\/articles\/2023\/12\/13\/industry-perspective-autonomous-swarm-drones-new-face-of&#8211;warfare<\/a><\/p>\n\n\n\n<p>[6]&nbsp;<a href=\"https:\/\/milvus.io\/ai-quick-reference\/what-are-the-key-principles-of-swarm-intelligence#:~:text=Swarm%20systems%20are%20resilient%20because%20the%20failure,is%20achieved%20through%20redundancy%20and%20distributed%20decision%2Dmaking.\">https:\/\/milvus.io\/ai-quick-reference\/what-are-the-key-principles-of-swarm-intelligence<\/a><\/p>\n\n\n\n<p>[7]&nbsp;<a href=\"https:\/\/www.youtube.com\/watch?v=e5tJJT375cc\">https:\/\/www.youtube.com\/watch?v=e5tJJT375cc<\/a><\/p>\n\n\n\n<p>[8]&nbsp;<a href=\"https:\/\/www.linkedin.com\/pulse\/swarm-technology-imet-369-sw7tc#:~:text=One%20of%20the%20key%20advantages%20of%20drone,the%20face%20of%20technical%20issues%20or%20obstacles.\">https:\/\/www.linkedin.com\/pulse\/swarm-technology-imet-369-sw7tc<\/a><\/p>\n\n\n\n<p>[9]&nbsp;<a href=\"https:\/\/www.axios.com\/2024\/03\/15\/drone-swarms-ai-military-war\">https:\/\/www.axios.com\/2024\/03\/15\/drone-swarms-ai-military-war<\/a><\/p>\n\n\n\n<p>[10]&nbsp;<a href=\"https:\/\/www.thedroningcompany.com\/blog\/autonomous-drone-swarm-navigates-a-bamboo-forest\">https:\/\/www.thedroningcompany.com\/blog\/autonomous-drone-swarm-navigates-a-bamboo-forest<\/a><\/p>\n\n\n\n<p>[11]&nbsp;<a href=\"https:\/\/github.com\/mnmldb\/autonomous-drone-swarm\">https:\/\/github.com\/mnmldb\/autonomous-drone-swarm<\/a><\/p>\n\n\n\n<p>[12]&nbsp;<a href=\"https:\/\/www.asisonline.org\/security-management-magazine\/latest-news\/today-in-security\/2023\/september\/drone-swarms-good-bad-and-terrifying\/\">https:\/\/www.asisonline.org\/security-management-magazine\/latest-news\/today-in-security\/2023\/september\/drone-swarms-good-bad-and-terrifying\/<\/a><\/p>\n\n\n\n<p>[13]&nbsp;<a href=\"https:\/\/grupooesia.com\/en\/insight\/uas-swarm-operations-key-factors\/#:~:text=These%20features%20not%20only%20improve%20operational%20efficiency%2C,of%20a%20future%20that%20is%20already%20present.\">https:\/\/grupooesia.com\/en\/insight\/uas-swarm-operations-key-factors\/<\/a><\/p>\n\n\n\n<p>[14]&nbsp;<a href=\"https:\/\/www.um.edu.mt\/library\/oar\/handle\/123456789\/115258#:~:text=The%20successful%20development%20of%20such%20a%20system,rescue%20operations%2C%20package%20delivery%2C%20and%20infrastructure%20inspections.\">https:\/\/www.um.edu.mt\/library\/oar\/handle\/123456789\/115258<\/a><\/p>\n\n\n\n<p>[15]&nbsp;<a href=\"https:\/\/ieeexplore.ieee.org\/document\/9990563\/\">https:\/\/ieeexplore.ieee.org\/document\/9990563\/<\/a><\/p>\n\n\n\n<p>[16]&nbsp;<a href=\"https:\/\/sdi.ai\/blog\/military-drone-swarm-intelligence-explained\/\">https:\/\/sdi.ai\/blog\/military-drone-swarm-intelligence-explained\/<\/a><\/p>\n\n\n\n<p>[17]&nbsp;<a href=\"https:\/\/www.youtube.com\/watch?v=uB29Q0hU6Z8\">https:\/\/www.youtube.com\/watch?v=uB29Q0hU6Z8<\/a><\/p>\n\n\n\n<p>[18]&nbsp;<a href=\"https:\/\/kilthub.cmu.edu\/articles\/thesis\/Towards_multi-drone_autonomous_construction_via_deep_reinforcement_learning\/14138024#:~:text=Meanwhile%2C%20technological%20advancement%20made%20in%20the%20drone,to%20be%20realized%20in%20the%20near%20future.\">https:\/\/kilthub.cmu.edu\/articles\/thesis\/Towards_multi-drone_autonomous_construction_via_deep_reinforcement_learning\/14138024<\/a><\/p>\n\n\n\n<p>[19]&nbsp;<a href=\"https:\/\/www.youtube.com\/watch?v=_Gkx7vxe3OI&amp;pp=0gcJCf0Ao7VqN5tD\">https:\/\/www.youtube.com\/watch?v=_Gkx7vxe3OI&amp;pp=0gcJCf0Ao7VqN5tD<\/a><\/p>\n\n\n\n<p>[20]&nbsp;<a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-981-97-8553-7_16#:~:text=These%20advancements%20have%20led%20to%20the%20development,range%20of%20data%20with%20precision%20and%20efficiency.\">https:\/\/link.springer.com\/chapter\/10.1007\/978-981-97-8553-7_16<\/a><\/p>\n\n\n\n<p><em>Not all images can be exported from Search.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>PODCAST: Defense One explore several facets of contemporary military technology and strategy. One article highlights L3Harris&#8217;s new &#8220;Amorphous&#8221; drone swarm technology, emphasizing its low-bandwidth communication and high autonomy to allow a single operator to control thousands of drones, a development crucial for future battlefield scenarios with electromagnetic interference. Another piece discusses the persistent software development&hellip;&nbsp;<a href=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=1442\" rel=\"bookmark\"><span class=\"screen-reader-text\">Drone Swarm Autonomy<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":1444,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"categories":[14,7],"tags":[],"class_list":["post-1442","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-podcast","category-the-truben-show"],"_links":{"self":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/1442","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1442"}],"version-history":[{"count":1,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/1442\/revisions"}],"predecessor-version":[{"id":1445,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/1442\/revisions\/1445"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/media\/1444"}],"wp:attachment":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1442"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1442"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1442"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}