{"id":518991,"date":"2025-07-17T11:50:50","date_gmt":"2025-07-17T18:50:50","guid":{"rendered":"https:\/\/jorgep.com\/blog\/?p=518991"},"modified":"2025-07-17T12:14:23","modified_gmt":"2025-07-17T19:14:23","slug":"beyond-ai-agents-manus-ai","status":"publish","type":"post","link":"https:\/\/jorgep.com\/blog\/beyond-ai-agents-manus-ai\/","title":{"rendered":"Beyond AI Agents: Manus AI"},"content":{"rendered":"\n<div class=\"wp-block-columns has-theme-palette-7-background-color has-background is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Part of: <strong> <a href=\"https:\/\/jorgep.com\/blog\/series-ai-learnings\/\">AI Learning Series Here<\/a><\/strong><\/p>\n\n\n<style>.kadence-column395113_43ef2d-d5 > .kt-inside-inner-col,.kadence-column395113_43ef2d-d5 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column395113_43ef2d-d5 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column395113_43ef2d-d5 > .kt-inside-inner-col{flex-direction:column;}.kadence-column395113_43ef2d-d5 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column395113_43ef2d-d5 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column395113_43ef2d-d5{position:relative;}@media all and (max-width: 1024px){.kadence-column395113_43ef2d-d5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column395113_43ef2d-d5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column395113_43ef2d-d5\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading510545_6813a5-28, .wp-block-kadence-advancedheading.kt-adv-heading510545_6813a5-28[data-kb-block=\"kb-adv-heading510545_6813a5-28\"]{font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading510545_6813a5-28 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading510545_6813a5-28[data-kb-block=\"kb-adv-heading510545_6813a5-28\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading510545_6813a5-28 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading510545_6813a5-28[data-kb-block=\"kb-adv-heading510545_6813a5-28\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading510545_6813a5-28 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading510545_6813a5-28\">Quick Links:&nbsp;<a href=\"https:\/\/jorgep.com\/blog\/resources-for-learning-ai\/\">Resources for Learning AI<\/a> | <a href=\"https:\/\/jorgep.com\/blog\/keeping-up-with-ai\/\">Keep up with AI<\/a> | <a href=\"https:\/\/jorgep.com\/blog\/list-of-ai-tools\/\" data-type=\"post\" data-id=\"402818\">List of AI Tools<\/a><\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-template-part\"><style>.wp-block-kadence-advancedheading.kt-adv-heading395113_c650df-47, .wp-block-kadence-advancedheading.kt-adv-heading395113_c650df-47[data-kb-block=\"kb-adv-heading395113_c650df-47\"]{text-align:center;font-size:var(--global-kb-font-size-md, 1.25rem);line-height:60px;font-style:normal;background-color:#f5a511;}.wp-block-kadence-advancedheading.kt-adv-heading395113_c650df-47 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading395113_c650df-47[data-kb-block=\"kb-adv-heading395113_c650df-47\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading395113_c650df-47 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading395113_c650df-47[data-kb-block=\"kb-adv-heading395113_c650df-47\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading395113_c650df-47 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading395113_c650df-47\">Subscribe to <a href=\"https:\/\/go.35s.be\/jtb\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>JorgeTechBits  newsletter<\/strong><\/a><\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<p>Note: Written with help of AI, specifically my research assistant:&nbsp;<a href=\"https:\/\/www.perplexity.ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Perplexity.ai<\/a> and additional input from google Gemini and manus.IM<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Last week, In my article <a href=\"https:\/\/jorgep.com\/blog\/beyond-ai-agents-ai-os\/\">Beyond AI Agents-  AI OS,<\/a> I wrote about <a href=\"https:\/\/jorgep.com\/blog\/beyond-ai-agents-ai-os\/\">Warmwind<\/a> as an example of innovative autonomous agents. But in the dynamic and fast-paced world of AI, new approaches constantly emerge that redefine how we interact with technology and improve productivity. One such breakthrough is Manus AI, an autonomous AI agent developed by the Singapore-based startup Monica (also known as Butterfly Effect AI). Launched on March 6, 2025, Manus AI isn&#8217;t just another chatbot \u2014 it\u2019s designed to bridge the gap between thought and action by autonomously executing complex tasks to deliver real-world results.<\/p>\n\n\n\n<p>For too long, AI has functioned primarily as a reactive tool, responding to direct prompts with answers or generated content. Manus AI represents a significant leap forward, operating as a proactive, independent agent capable of planning, executing, and self-correcting without constant human oversight. Its simple mantra:&nbsp;<em>\u201cLeave it to Manus.\u201d<\/em><\/p>\n\n\n\n<p>I\u2019ve used Manus AI several times now, and it\u2019s amazing to watch it in action. With each task, receiving completion notifications and the ability to request further details or provide feedback truly enhances the experience. While both Manus AI and Warmwind AI are autonomous agents, they target different users. Manus AI focuses on knowledge workers and businesses by tackling complex, high-precision tasks with deep analytical capabilities. Warmwind AI, on the other hand, prioritizes broader user accessibility and seamless integration into existing workflows through its user-friendly, learning-based system.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What Makes Manus AI Truly Autonomous?<\/h2>\n\n\n\n<p>The core strength of Manus AI lies in its ability to independently transform high-level instructions into completed, multi-step tasks. Here\u2019s a closer look at its groundbreaking capabilities:<\/p>\n\n\n\n<p><strong>Autonomous Task Execution<\/strong><br>Manus AI handles a diverse range of complex online tasks from start to finish, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Report Generation:<\/strong>&nbsp;Creating comprehensive documents based on research and data analysis.<\/li>\n\n\n\n<li><strong>Spreadsheet and Table Creation:<\/strong>&nbsp;Organizing and analyzing data into structured formats.<\/li>\n\n\n\n<li><strong>Content Generation:<\/strong>&nbsp;Producing articles, marketing copy, and other forms of content.<\/li>\n\n\n\n<li><strong>Travel Itinerary Planning:<\/strong>&nbsp;Crafting detailed trip plans including destination research, accommodations, and activities.<\/li>\n\n\n\n<li><strong>File Processing:<\/strong>&nbsp;Extracting and managing information from files asynchronously \u2014 you can close your device while it continues working in the cloud.<\/li>\n<\/ul>\n\n\n\n<p><strong>Multi-Modal Capabilities<\/strong><br>Manus AI isn\u2019t limited to text; it can process and generate several types of data:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Text:<\/strong>&nbsp;Understanding natural language and producing detailed reports or narratives.<\/li>\n\n\n\n<li><strong>Images:<\/strong>&nbsp;Analyzing visual content or creating images as part of task execution.<\/li>\n\n\n\n<li><strong>Code:<\/strong>&nbsp;Writing and executing scripts for automation or data analysis.<\/li>\n<\/ul>\n\n\n\n<p><strong>Advanced Tool Integration<\/strong><br>To complete complex tasks, Manus AI seamlessly interacts with external tools and systems, allowing it to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Browse the Web:<\/strong>&nbsp;Conduct autonomous research and gather data.<\/li>\n\n\n\n<li><strong>Interact with APIs:<\/strong>&nbsp;Connect to online services and platforms.<\/li>\n\n\n\n<li><strong>Execute Scripts:<\/strong>&nbsp;Run code (e.g., Python) for calculations, workflow automation, or visualization.<\/li>\n<\/ul>\n\n\n\n<p><strong>Adaptive Learning and Optimization<\/strong><br>Manus AI continuously learns and improves, adapting to user preferences and refining its processes based on past interactions. It remembers your preferred output formats and execution styles to deliver more personalized, efficient results over time.<\/p>\n\n\n\n<p><strong>Secure and Private<\/strong><br>Operating within a sandboxed environment, Manus AI safeguards your data and privacy. It never accesses files or information beyond what is explicitly provided for a task.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Manus AI\u2019s Vast Range of Capabilities<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Information Gathering and Research:<\/strong>&nbsp;Searching the web, sourcing data from multiple channels, and synthesizing findings into comprehensive reports.<\/li>\n\n\n\n<li><strong>Data Analysis and Visualization:<\/strong>&nbsp;Processing data to generate insights, spreadsheets, and visual charts.<\/li>\n\n\n\n<li><strong>Content Creation:<\/strong>&nbsp;Writing articles, reports, and creative or technical materials.<\/li>\n\n\n\n<li><strong>Web Development:<\/strong>&nbsp;Building websites, interactive apps, and designing user interfaces.<\/li>\n\n\n\n<li><strong>Media Generation:<\/strong>&nbsp;Creating and editing images, videos, and audio from descriptions and references.<\/li>\n\n\n\n<li><strong>Programming:<\/strong>&nbsp;Writing and debugging code in various languages to solve real-world problems.<\/li>\n\n\n\n<li><strong>Workflow Automation:<\/strong>&nbsp;Automating repetitive tasks such as scheduling or online purchasing.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">The Impact of Manus AI: Bridging Thought and Action<\/h2>\n\n\n\n<p>Manus AI&#8217;s autonomous nature marks a turning point for individuals and businesses alike:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Enhanced Productivity:<\/strong>&nbsp;By offloading time-consuming, complex tasks, Manus frees users to focus on strategic thinking and creativity.<\/li>\n\n\n\n<li><strong>Workflow Automation:<\/strong>&nbsp;It automates entire workflows that once required manual intervention, boosting efficiency and reducing costs.<\/li>\n\n\n\n<li><strong>Democratizing AI Power:<\/strong>&nbsp;Manus makes advanced AI accessible without requiring technical expertise, empowering anyone to leverage AI for diverse needs.<\/li>\n\n\n\n<li><strong>A Glimpse at AGI:<\/strong>&nbsp;Although still evolving, Manus AI embodies steps toward Artificial General Intelligence \u2014 AI capable of performing any intellectual task a human can.<\/li>\n\n\n\n<li><strong>Collaborative Partnership:<\/strong>&nbsp;Manus actively engages with users by asking clarifying questions, providing progress updates, and incorporating feedback to ensure results meet expectations. It doesn\u2019t just provide information \u2014 it delivers tangible, completed work.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">The Road Ahead<\/h2>\n\n\n\n<p>Manus AI can independently manage complex, multi-phase tasks \u2014 whether that\u2019s in-depth research, detailed reports, fully functional websites, or creative media projects. As it evolves and expands its capabilities, Manus AI promises to transform how we work, learn, and create. It exemplifies the rapid advances in AI, heralding a future where digital assistants don\u2019t just support us but actively accomplish tasks on our behalf.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Pretty impressive!<\/p>\n\n\n<div class=\"wp-block-template-part\"><style>.wp-block-kadence-advancedheading.kt-adv-heading395113_c650df-47, .wp-block-kadence-advancedheading.kt-adv-heading395113_c650df-47[data-kb-block=\"kb-adv-heading395113_c650df-47\"]{text-align:center;font-size:var(--global-kb-font-size-md, 1.25rem);line-height:60px;font-style:normal;background-color:#f5a511;}.wp-block-kadence-advancedheading.kt-adv-heading395113_c650df-47 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading395113_c650df-47[data-kb-block=\"kb-adv-heading395113_c650df-47\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading395113_c650df-47 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading395113_c650df-47[data-kb-block=\"kb-adv-heading395113_c650df-47\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading395113_c650df-47 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading395113_c650df-47\">Subscribe to <a href=\"https:\/\/go.35s.be\/jtb\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>JorgeTechBits  newsletter<\/strong><\/a><\/p>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Further Resources:<\/h2>\n\n\n<style>.kb-row-layout-id518991_69ef8b-a9 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id518991_69ef8b-a9 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id518991_69ef8b-a9 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, calc(15% - ((var(--global-kb-gap-md, 2rem) * 2 )\/3)))minmax(0, calc(45% - ((var(--global-kb-gap-md, 2rem) * 2 )\/3)))minmax(0, calc(40% - ((var(--global-kb-gap-md, 2rem) * 2 )\/3)));}.kb-row-layout-id518991_69ef8b-a9 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id518991_69ef8b-a9 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id518991_69ef8b-a9 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id518991_69ef8b-a9 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id518991_69ef8b-a9 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id518991_69ef8b-a9 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column518991_f8cf9f-6d > .kt-inside-inner-col,.kadence-column518991_f8cf9f-6d > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column518991_f8cf9f-6d > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column518991_f8cf9f-6d > .kt-inside-inner-col{flex-direction:column;}.kadence-column518991_f8cf9f-6d > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column518991_f8cf9f-6d > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column518991_f8cf9f-6d{position:relative;}@media all and (max-width: 1024px){.kadence-column518991_f8cf9f-6d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column518991_f8cf9f-6d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column518991_f8cf9f-6d\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n\n<style>.kadence-column518991_6be142-94 > .kt-inside-inner-col,.kadence-column518991_6be142-94 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column518991_6be142-94 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column518991_6be142-94 > .kt-inside-inner-col{flex-direction:column;}.kadence-column518991_6be142-94 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column518991_6be142-94 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column518991_6be142-94{position:relative;}@media all and (max-width: 1024px){.kadence-column518991_6be142-94 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column518991_6be142-94 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column518991_6be142-94\"><div class=\"kt-inside-inner-col\">\n<p>Introduction to Manus ( 3\/6\/2025)  <\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Introducing Manus: The General AI Agent\" width=\"720\" height=\"405\" src=\"https:\/\/www.youtube.com\/embed\/K27diMbCsuw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column518991_c6f4ea-02 > .kt-inside-inner-col,.kadence-column518991_c6f4ea-02 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column518991_c6f4ea-02 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column518991_c6f4ea-02 > .kt-inside-inner-col{flex-direction:column;}.kadence-column518991_c6f4ea-02 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column518991_c6f4ea-02 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column518991_c6f4ea-02{position:relative;}@media all and (max-width: 1024px){.kadence-column518991_c6f4ea-02 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column518991_c6f4ea-02 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column518991_c6f4ea-02\"><div class=\"kt-inside-inner-col\">\n<p>NEW Manus AI Super Agent <\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"This NEW Manus AI Super Agent is INSANE!\" width=\"720\" height=\"405\" src=\"https:\/\/www.youtube.com\/embed\/Bf7MyzckEZY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Note: Written with help of AI, specifically my research assistant:&nbsp;Perplexity.ai and additional input from google Gemini and manus.IM Last week, In my article Beyond AI Agents- AI OS, I wrote about Warmwind as an example of innovative autonomous agents. But in the dynamic and fast-paced world of AI, new approaches constantly emerge that redefine how&#8230;<\/p>\n","protected":false},"author":2,"featured_media":519005,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","ngg_post_thumbnail":0,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[441],"tags":[471,930],"class_list":["post-518991","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-talk","tag-ai","tag-ai-series"],"taxonomy_info":{"category":[{"value":441,"label":"Tech Talk"}],"post_tag":[{"value":471,"label":"AI"},{"value":930,"label":"AI Series"}]},"featured_image_src_large":["https:\/\/jorgep.com\/blog\/wp-content\/uploads\/FeaturedSubstack-BeyonfAgents-Manus-1200x630-1-1024x538.jpg",1024,538,true],"author_info":{"display_name":"Jorge Pereira","author_link":"https:\/\/jorgep.com\/blog\/author\/jorge\/"},"comment_info":0,"category_info":[{"term_id":441,"name":"Tech Talk","slug":"tech-talk","term_group":0,"term_taxonomy_id":451,"taxonomy":"category","description":"","parent":0,"count":678,"filter":"raw","cat_ID":441,"category_count":678,"category_description":"","cat_name":"Tech Talk","category_nicename":"tech-talk","category_parent":0}],"tag_info":[{"term_id":471,"name":"AI","slug":"ai","term_group":0,"term_taxonomy_id":481,"taxonomy":"post_tag","description":"","parent":0,"count":147,"filter":"raw"},{"term_id":930,"name":"AI Series","slug":"ai-series","term_group":0,"term_taxonomy_id":940,"taxonomy":"post_tag","description":"","parent":0,"count":152,"filter":"raw"}],"_links":{"self":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/posts\/518991","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/comments?post=518991"}],"version-history":[{"count":7,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/posts\/518991\/revisions"}],"predecessor-version":[{"id":519004,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/posts\/518991\/revisions\/519004"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/media\/519005"}],"wp:attachment":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/media?parent=518991"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/categories?post=518991"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/tags?post=518991"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}