{"id":30850,"date":"2026-02-24T14:21:59","date_gmt":"2026-02-24T08:51:59","guid":{"rendered":"https:\/\/opstree.com\/blog\/?p=30850"},"modified":"2026-02-24T14:43:07","modified_gmt":"2026-02-24T09:13:07","slug":"amazon-nova-act-explained","status":"publish","type":"post","link":"https:\/\/opstree.com\/blog\/2026\/02\/24\/amazon-nova-act-explained\/","title":{"rendered":"Amazon Nova Act Explained: How Action-Oriented AI Is Transforming Enterprise Automation"},"content":{"rendered":"<p>Artificial Intelligence is evolving fast. Previously, AI systems were primarily built to respond to questions, produce\u2002text or guide users in conversation. But today companies want more than\u2002be told how , they want it done.<\/p>\n<p>Today\u2019s enterprises need AI that can comprehend what\u2019s desired, make determinations and take real actions across systems and\u2002tools. And this movement from conversational AI to operational AI is exactly where Amazon Nova Act\u2002comes into play.<\/p>\n<p>Amazon Nova Act is Amazon\u2019s vision of AI for action , AI that\u2002does not just speak, but acts to accomplish work.<!--more--><\/p>\n<div style=\"border: 1px solid #d1d5db; padding: 16px; margin: 20px 0; background-color: #f0f4f8;\">\n<p style=\"margin: 0; font-weight: 600; font-size: 16px;\">Organizations adopting action-oriented AI on AWS often accelerate outcomes by collaborating with an <a href=\"https:\/\/opstree.com\/aws-partner\/\" target=\"_blank\" rel=\"noopener\">AWS Advanced Services Partner<\/a><\/p>\n<\/div>\n<p><!-- ===== TABLE OF CONTENTS START ===== --><\/p>\n<div style=\"background: #f8fafc; padding: 18px; border: 1px solid #e2e8f0; border-radius: 6px; font-family: Inter, Arial, sans-serif; margin: 20px 0;\">\n<h2 style=\"margin-top: 0; font-size: 18px;\">Table of Contents<\/h2>\n<ol style=\"margin: 0; padding-left: 18px; line-height: 1.6;\">\n<li><a style=\"text-decoration: none; color: #2563eb;\" href=\"#what-is-amazon-nova-act\">What Is Amazon Nova Act?<br \/>\n<\/a><\/li>\n<li><a style=\"text-decoration: none; color: #2563eb;\" href=\"#problem-with-traditional-ai\">The Problem With Traditional AI Systems<br \/>\n<\/a><\/li>\n<li><a style=\"text-decoration: none; color: #2563eb;\" href=\"#how-nova-act-solves-this\">How Amazon Nova Act Solves This<br \/>\n<\/a><\/li>\n<li><a style=\"text-decoration: none; color: #2563eb;\" href=\"#nova-act-capabilities\">Amazon Nova Act \u2013 Current Capabilities (Visual Overview)<br \/>\n<\/a><\/li>\n<li><a style=\"text-decoration: none; color: #2563eb;\" href=\"#what-makes-nova-act-different\">What Makes Amazon Nova Act Different?<br \/>\n<\/a><\/li>\n<li><a style=\"text-decoration: none; color: #2563eb;\" href=\"#real-world-use-cases\">Real-World Use Cases of Amazon Nova Act<br \/>\n<\/a><\/li>\n<li><a style=\"text-decoration: none; color: #2563eb;\" href=\"#nova-act-vs-bedrock\">Amazon Nova Act vs Amazon Bedrock<br \/>\n<\/a><\/li>\n<li><a style=\"text-decoration: none; color: #2563eb;\" href=\"#bedrock-and-nova-act\">How Bedrock and Nova Act Work Together<br \/>\n<\/a><\/li>\n<li><a style=\"text-decoration: none; color: #2563eb;\" href=\"#nova-act-architecture\">Amazon Nova Act Architecture Overview<br \/>\n<\/a><\/li>\n<li><a style=\"text-decoration: none; color: #2563eb;\" href=\"#why-nova-act-matters\">Why Amazon Nova Act Matters<br \/>\n<\/a><\/li>\n<li><a style=\"text-decoration: none; color: #2563eb;\" href=\"#conclusion\">Conclusion<\/a><\/li>\n<\/ol>\n<\/div>\n<h2 id=\"what-is-amazon-nova-act\">What Is Amazon Nova Act?<\/h2>\n<p><strong>Amazon Nova Act is an advanced AI capability that enables AI agents to take real actions.<\/strong><\/p>\n<p>Instead of limiting AI to chat-based conversations, Nova Act allows AI systems to:<\/p>\n<ul>\n<li>Understand user intent<\/li>\n<li>Plan tasks in a logical way<\/li>\n<li>Execute multi-step workflows<\/li>\n<li>Use tools, APIs, and <a href=\"https:\/\/opstree.com\/services\/cloud-migration-and-modernization-services\/\">cloud services<\/a><\/li>\n<li>Deliver real outcomes, not just text responses<\/li>\n<\/ul>\n<p><strong>In simple terms, Amazon Nova Act transforms AI from a passive assistant into an active performer.<\/strong><\/p>\n<p><!-- notionvc: caaccb1d-12fb-433b-a7ba-8a4b22bd1276 --><\/p>\n<h2 id=\"problem-with-traditional-ai\">The Problem With Traditional AI Systems<\/h2>\n<p>Despite rapid progress, traditional AI systems faced one major limitation: <strong>they could explain what to do, but couldn\u2019t actually do it<\/strong>.<\/p>\n<h3>AI Could Suggest, Not Execute<\/h3>\n<p>Most AI tools followed this pattern:<\/p>\n<ol>\n<li>User asks a question<\/li>\n<li>AI provides an answer<\/li>\n<li>A human performs the action<\/li>\n<\/ol>\n<p>For example, AI could recommend restarting a service under high CPU usage, but someone still had to log in and do it manually.<\/p>\n<h3>Automation Was Fragmented<\/h3>\n<p>Real-world tasks are rarely single-step. They require:<\/p>\n<ul>\n<li>Understanding intent<\/li>\n<li>Planning multiple actions<\/li>\n<li>Making decisions based on conditions<\/li>\n<li>Executing steps across different systems<\/li>\n<\/ul>\n<p>Traditional AI lacked a unified execution layer to handle this end-to-end.<\/p>\n<h3>Enterprises Needed More Than Intelligence<\/h3>\n<p>In areas like <a href=\"https:\/\/opstree.com\/blog\/2025\/05\/15\/devops-how-it-works-and-why-it-matters\/\">DevOps<\/a>, customer support, and enterprise workflows, organizations needed AI that could <strong>interact directly with cloud services, APIs, and internal tools<\/strong> , not just provide guidance.<\/p>\n<h2 id=\"how-nova-act-solves-this\">How Amazon Nova Act Solves This<\/h2>\n<p>Amazon Nova Act introduces a new model: <strong>action-based AI<\/strong>.<\/p>\n<p>Instead of stopping at answers, Nova Act enables AI systems to:<\/p>\n<ul>\n<li>Interpret user goals<\/li>\n<li>Break them into executable steps<\/li>\n<li>Decide what actions are required<\/li>\n<li>Perform those actions automatically<\/li>\n<li>Report outcomes back to users<\/li>\n<\/ul>\n<p>This makes AI an active participant inside real operational workflows.<\/p>\n<div style=\"border: 1px solid #d1d5db; padding: 16px; margin: 20px 0; background-color: #f0f4f8;\">\n<p style=\"margin: 0; font-weight: 600; font-size: 16px;\">Also Read- <a href=\"https:\/\/opstree.com\/blog\/2026\/01\/13\/aws-migration-service-complete-guide\/\">Complete Guide to Server Migration Using AWS Application Migration Service<\/a><\/p>\n<\/div>\n<h2 id=\"nova-act-capabilities\"><span class=\"notion-enable-hover\" data-token-index=\"0\">Amazon Nova Act &#8211; Current Capabilities (Visual Overview)<\/span><!-- notionvc: 05c75220-8222-4fdb-bfc5-df09669ecae9 --><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-30851\" src=\"https:\/\/opstree.com\/blog\/wp-content\/uploads\/2026\/02\/amazon_nova_act_simple_pie_chart.png\" alt=\"\" width=\"840\" height=\"578\" srcset=\"https:\/\/opstree.com\/blog\/wp-content\/uploads\/2026\/02\/amazon_nova_act_simple_pie_chart.png 597w, https:\/\/opstree.com\/blog\/wp-content\/uploads\/2026\/02\/amazon_nova_act_simple_pie_chart-300x207.png 300w\" sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/p>\n<p>The above chart shows the current state of Amazon Nova Act in simple terms.<br \/>\nToday, Nova Act is primarily focused on enabling AI systems to actually perform tasks such as executing workflows, calling APIs, and managing cloud operations.<\/p>\n<p>A significant portion of its capability is dedicated to intelligent planning and decision-making, allowing <a href=\"https:\/\/opstree.com\/blog\/2025\/11\/20\/aws-aiops-the-future-of-intelligent-and-autonomous-it-operations\/\" target=\"_blank\" rel=\"noopener\">AI agents<\/a> to understand goals and break them into actionable steps.<br \/>\nIntegration with AWS services and enterprise systems is already strong.<\/p>\n<p>However, full autonomous decision-making is still limited. This is intentional, as Amazon Nova Act is designed for enterprise environments where human oversight, security, and reliability are critical.<\/p>\n<h2 id=\"what-makes-nova-act-different\">What Makes Amazon Nova Act Different?<\/h2>\n<h3>Built for Action, Not Just Conversation<\/h3>\n<p>Nova Act adds an execution layer that allows AI agents to perform tasks directly.<\/p>\n<p>For example, if a user says:<\/p>\n<blockquote><p><em>\u201cRestart my cloud service if CPU usage remains high.\u201d<\/em><\/p><\/blockquote>\n<p>Nova Act can:<\/p>\n<ul>\n<li>Monitor CPU metrics<\/li>\n<li>Evaluate conditions<\/li>\n<li>Restart the service automatically<\/li>\n<li>Notify the user once completed<\/li>\n<\/ul>\n<p>No manual intervention required.<\/p>\n<h3>Intelligent Planning and Decision-Making<\/h3>\n<p>Nova Act doesn\u2019t blindly follow commands. It can:<\/p>\n<ul>\n<li>Break down complex goals<\/li>\n<li>Handle multi-step workflows<\/li>\n<li>Make decisions dynamically based on data and conditions<\/li>\n<\/ul>\n<p>This makes it suitable for real operational environments.<\/p>\n<h3>Deep Integration With AWS and Enterprise Systems<\/h3>\n<p>Nova Act integrates seamlessly with:<\/p>\n<ul>\n<li><a href=\"https:\/\/opstree.com\/aws-consulting-services\/\" target=\"_blank\" rel=\"noopener\">AWS services<\/a><\/li>\n<li>APIs and automation tools<\/li>\n<li>Enterprise platforms and internal systems<\/li>\n<\/ul>\n<p>This allows AI agents to operate directly within existing business infrastructure.<\/p>\n<p><!-- notionvc: e40af1d6-0e7a-407e-ad4b-3c70ccb2f6cb --><\/p>\n<h2 id=\"real-world-use-cases\">Real-World Use Cases of Amazon Nova Act<\/h2>\n<p>Amazon Nova Act enables powerful, practical solutions across industries.<\/p>\n<h3>Enterprise Workflow Automation<\/h3>\n<p>Organizations can automate repetitive processes such as:<\/p>\n<ul>\n<li>Approvals<\/li>\n<li>Reporting<\/li>\n<li>Monitoring<\/li>\n<li>Task execution<\/li>\n<\/ul>\n<p><!-- notionvc: 9b5c28a3-b4ce-4e81-9dd8-a59dd3bb040e --><\/p>\n<h3>Smarter DevOps and Cloud Operations<\/h3>\n<p>Nova Act can assist <a href=\"https:\/\/opstree.com\/\" target=\"_blank\" rel=\"noopener\">DevOps teams<\/a> with:<\/p>\n<ul>\n<li>Infrastructure monitoring<\/li>\n<li>Incident response<\/li>\n<li>Resource optimization<\/li>\n<li>Routine cloud operations<\/li>\n<\/ul>\n<h3>Action-Oriented Virtual Assistants<\/h3>\n<p>Unlike traditional assistants, Nova Act\u2013powered agents can:<\/p>\n<ul>\n<li>Trigger workflows<\/li>\n<li>Update systems<\/li>\n<li>Complete operational tasks<\/li>\n<\/ul>\n<h3>Improved Customer Support<\/h3>\n<p>Support bots can resolve issues faster by:<\/p>\n<ul>\n<li>Performing backend actions<\/li>\n<li>Updating records<\/li>\n<li>Executing fixes instead of only giving instructions<\/li>\n<\/ul>\n<h2 id=\"nova-act-vs-bedrock\">Amazon Nova Act vs Amazon Bedrock<\/h2>\n<p>Amazon\u2019s AI ecosystem includes two key components:<\/p>\n<ul>\n<li><a href=\"https:\/\/opstree.com\/blog\/2024\/06\/10\/how-amazon-bedrock-helps-you-leverage-generative-ai\/\" target=\"_blank\" rel=\"noopener\"><strong>Amazon Bedrock<\/strong><\/a><\/li>\n<li><strong>Amazon Nova Act<\/strong><\/li>\n<\/ul>\n<p>They serve different but complementary purposes.<\/p>\n<h3>What Is Amazon Bedrock?<\/h3>\n<p>Amazon Bedrock is a foundation AI platform that provides access to<a href=\"https:\/\/opstree.com\/blog\/2025\/08\/06\/llm-powered-etl-genai-data-transformation\/\" target=\"_blank\" rel=\"noopener\"> large language models (LLMs)<\/a>. It acts as the <strong>intelligence layer<\/strong>, enabling developers to build generative AI applications securely and at scale.<\/p>\n<p><!-- notionvc: ab06c291-62af-434a-997b-85466bd3ded5 --><\/p>\n<h3>What Is Amazon Nova Act?<\/h3>\n<p>Amazon Nova Act focuses on <strong>execution<\/strong>. It enables AI agents to:<\/p>\n<ul>\n<li>Plan tasks<\/li>\n<li>Execute workflows<\/li>\n<li>Interact with tools and services<\/li>\n<li>Perform real operational actions<\/li>\n<\/ul>\n<h3>Core Difference<\/h3>\n<blockquote><p><strong>Amazon Bedrock provides the AI brain.<\/strong><\/p>\n<p><strong>Amazon Nova Act provides the AI hands.<\/strong><\/p><\/blockquote>\n<p><!-- notionvc: 54980e63-2a20-4196-8194-9e59b68333c8 --><\/p>\n<p><!-- notionvc: 2754d595-a18d-4cf3-ae30-39abd1c09ee2 --><\/p>\n<p><!-- notionvc: 735a2916-1cf0-454a-9353-0274222dd8d0 --><\/p>\n<p><!-- notionvc: 08df37c4-8fde-416e-82f5-5619b5abbfee --><\/p>\n<h3>Comparison Overview<\/h3>\n<div style=\"overflow-x: auto; width: 100%; margin: 20px 0;\">\n<table style=\"width: 100%; min-width: 650px; border-collapse: collapse; border: 1px solid #e5e7eb; font-size: 14px;\">\n<thead>\n<tr style=\"background: #f8fafc;\">\n<th style=\"border: 1px solid #e5e7eb; padding: 10px; text-align: left;\">Feature<\/th>\n<th style=\"border: 1px solid #e5e7eb; padding: 10px; text-align: left;\">Amazon Bedrock<\/th>\n<th style=\"border: 1px solid #e5e7eb; padding: 10px; text-align: left;\">Amazon Nova Act<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">Purpose<\/td>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">Access to foundation models<\/td>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">Action execution and automation<\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">Focus<\/td>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">Intelligence and generation<\/td>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">Agent-based task execution<\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">Output<\/td>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">Text, images, embeddings<\/td>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">Workflow outcomes and actions<\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">Best For<\/td>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">Chatbots, GenAI applications<\/td>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">AI agents and automation<\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">Role in AI Stack<\/td>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">Foundation layer<\/td>\n<td style=\"border: 1px solid #e5e7eb; padding: 10px;\">Action layer<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2 id=\"bedrock-and-nova-act\">How Bedrock and Nova Act Work Together<\/h2>\n<p>Amazon Bedrock and Nova Act are not competitors \u2014 they work best together.<\/p>\n<p>A typical flow looks like this:<\/p>\n<ol>\n<li><strong>Bedrock provides intelligence through foundation models<\/strong><\/li>\n<li><strong>Nova Act interprets goals and creates execution plans<\/strong><\/li>\n<li><strong>Nova Act performs actions<\/strong> such as:\n<ul>\n<li>Calling APIs<\/li>\n<li>Updating databases<\/li>\n<li><a href=\"https:\/\/opstree.com\/aws-consulting-services\/\" target=\"_blank\" rel=\"noopener\">Automating AWS services<\/a><\/li>\n<li>Completing enterprise workflows<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>Together, they form a complete AI system:<\/p>\n<ul>\n<li><strong>Bedrock = Intelligence<\/strong><\/li>\n<li><strong>Nova Act = Execution<\/strong><\/li>\n<\/ul>\n<h2 id=\"nova-act-architecture\"><!-- notionvc: a2f7f10d-645f-4a06-987b-859ed8464a67 -->Amazon Nova Act Architecture Overview<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-30852\" src=\"https:\/\/opstree.com\/blog\/wp-content\/uploads\/2026\/02\/Screenshot-2026-02-06-163021.png\" alt=\"\" width=\"840\" height=\"486\" srcset=\"https:\/\/opstree.com\/blog\/wp-content\/uploads\/2026\/02\/Screenshot-2026-02-06-163021.png 1046w, https:\/\/opstree.com\/blog\/wp-content\/uploads\/2026\/02\/Screenshot-2026-02-06-163021-300x174.png 300w, https:\/\/opstree.com\/blog\/wp-content\/uploads\/2026\/02\/Screenshot-2026-02-06-163021-1024x592.png 1024w, https:\/\/opstree.com\/blog\/wp-content\/uploads\/2026\/02\/Screenshot-2026-02-06-163021-768x444.png 768w\" sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/p>\n<ol>\n<li><strong>User Input &#8211; <\/strong>The user provides a request, goal, or command.<\/li>\n<li><strong>AI Orchestrator (Planning &amp; Reasoning) &#8211; <\/strong>The system understands intent, breaks the goal into steps, and creates an execution plan.<\/li>\n<li><strong>Action Engine (Execution Layer) &#8211; <\/strong>Nova Act executes tasks, makes dynamic decisions, and coordinates actions.<\/li>\n<li><strong>Integrations Layer &#8211; <\/strong>Connects with AWS services, APIs, automation tools, and enterprise systems.<\/li>\n<li><strong>Real-World Actions &#8211; <\/strong>Tasks are performed, workflows are executed, and systems are updated.<\/li>\n<li><strong>Results and Feedback &#8211; <\/strong>Outcomes are returned to the user, improving future actions.<\/li>\n<\/ol>\n<blockquote><p><strong>User Goal \u2192 AI Planning \u2192 Action Execution \u2192 Integrated Systems \u2192 Outcome Delivevred<\/strong><\/p><\/blockquote>\n<h2 id=\"why-nova-act-matters\">Why Amazon Nova Act Matters<\/h2>\n<p><a href=\"https:\/\/labs.amazon.science\/blog\/nova-act\" target=\"_blank\" rel=\"noopener\">Amazon Nova Act<\/a> represents the next phase of AI adoption.<\/p>\n<p>It enables:<\/p>\n<ul>\n<li>Reduced manual effort<\/li>\n<li>Faster operations<\/li>\n<li>Smarter automation<\/li>\n<li>Higher productivity<\/li>\n<\/ul>\n<p>Instead of being limited to conversations, AI becomes an <strong>active force inside real business systems<\/strong>.<\/p>\n<p><!-- notionvc: 3f9e8504-3eec-4f6e-96f1-53395d251e23 --><\/p>\n<h2 id=\"conclusion\">Conclusion<\/h2>\n<p>Amazon Nova Act marks a significant shift in how AI is used. By moving beyond response generation and enabling real-world execution, it transforms AI into a reliable operational partner.<\/p>\n<p>As businesses continue to adopt intelligent automation, platforms like Amazon Nova Act will play a crucial role in building AI agents that don\u2019t just assist , but act, execute, and deliver results.<\/p>\n<h2>Related Searches<\/h2>\n<ul>\n<li><a href=\"https:\/\/opstree.com\/services\/devops-and-devsecops-services\/\">DevOps automation solutions<\/a><\/li>\n<li><a href=\"https:\/\/opstree.com\/services\/application-platform-security-management\/\">Platform Engineering Services<\/a><\/li>\n<li><a href=\"https:\/\/opstree.com\/services\/middleware-database-and-data-engineering\/\">Data Engineering Services<\/a><\/li>\n<li><a href=\"https:\/\/opstree.com\/blog\/2025\/05\/28\/aws-for-beginners-what-is-it-how-it-works-and-key-benefits\/\">Types of Cloud Computing<\/a><\/li>\n<\/ul>\n<p><!-- notionvc: 7ee4eb0f-2c98-48d5-9960-600d7f2260f1 --><\/p>\n<p><!-- notionvc: 454a5032-6895-4379-b26f-2e2471b88e27 --><\/p>\n<p><!-- notionvc: 43b40b00-0662-4d86-882d-42aee27a3cbe --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence is evolving fast. Previously, AI systems were primarily built to respond to questions, produce\u2002text or guide users in conversation. But today companies want more than\u2002be told how , they want it done. Today\u2019s enterprises need AI that can comprehend what\u2019s desired, make determinations and take real actions across systems and\u2002tools. And this movement &hellip; <a href=\"https:\/\/opstree.com\/blog\/2026\/02\/24\/amazon-nova-act-explained\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Amazon Nova Act Explained: How Action-Oriented AI Is Transforming Enterprise Automation&#8221;<\/span><\/a><\/p>\n","protected":false},"author":244582722,"featured_media":30856,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false},"version":2}},"categories":[28070474],"tags":[768739355,768739618,768068142,768739561,768739308,768739555],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/opstree.com\/blog\/wp-content\/uploads\/2026\/02\/Untitled-design-3.png","jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pfDBOm-81A","jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/opstree.com\/blog\/wp-json\/wp\/v2\/posts\/30850"}],"collection":[{"href":"https:\/\/opstree.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/opstree.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/opstree.com\/blog\/wp-json\/wp\/v2\/users\/244582722"}],"replies":[{"embeddable":true,"href":"https:\/\/opstree.com\/blog\/wp-json\/wp\/v2\/comments?post=30850"}],"version-history":[{"count":6,"href":"https:\/\/opstree.com\/blog\/wp-json\/wp\/v2\/posts\/30850\/revisions"}],"predecessor-version":[{"id":30859,"href":"https:\/\/opstree.com\/blog\/wp-json\/wp\/v2\/posts\/30850\/revisions\/30859"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/opstree.com\/blog\/wp-json\/wp\/v2\/media\/30856"}],"wp:attachment":[{"href":"https:\/\/opstree.com\/blog\/wp-json\/wp\/v2\/media?parent=30850"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/opstree.com\/blog\/wp-json\/wp\/v2\/categories?post=30850"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/opstree.com\/blog\/wp-json\/wp\/v2\/tags?post=30850"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}