{"id":2091,"date":"2026-10-16T14:03:03","date_gmt":"2026-10-16T08:33:03","guid":{"rendered":"https:\/\/www.mypcot.com\/blog\/?p=2091"},"modified":"2026-10-16T14:03:05","modified_gmt":"2026-10-16T08:33:05","slug":"manual-vs-automation-testing","status":"publish","type":"post","link":"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/","title":{"rendered":"Manual vs Automation Testing: Which Is Right for Your Software?"},"content":{"rendered":"\n<p>Software quality actually depends not just on how thoroughly an application is tested, but also on whether the perfect approach is used at the right stage. When comparing manual vs. automation testing, businesses need to consider more than execution speed. Test complexity, dynamic requirements, maintenance costs, as well as release cycles all influence the decision.<\/p>\n\n\n\n<p>Manual testing helps uncover usability issues and unexpected behaviour. On the other hand, automation testing efficiently validates repetitive workflows across multiple releases.&nbsp;<\/p>\n\n\n\n<p>So, understanding these differences helps development teams build a practical testing strategy that improves reliability, controls costs, and supports faster software delivery.&nbsp;<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_69_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/#What_Is_Manual_Testing\" title=\"What Is Manual Testing?\">What Is Manual Testing?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/#Advantages_of_Manual_Testing\" title=\"Advantages of Manual Testing\">Advantages of Manual Testing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/#Limitations_of_Manual_Testing\" title=\"Limitations of Manual Testing\">Limitations of Manual Testing<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/#What_Is_Automation_Testing\" title=\"What Is Automation Testing?\">What Is Automation Testing?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/#Advantages_of_Automation_Testing\" title=\"Advantages of Automation Testing\">Advantages of Automation Testing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/#Limitations_of_Automation_Testing\" title=\"Limitations of Automation Testing\">Limitations of Automation Testing<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/#Manual_vs_Automation_Testing_Key_Differences\" title=\"Manual vs Automation Testing: Key Differences\">Manual vs Automation Testing: Key Differences<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/#Which_Approach_Delivers_Better_Testing_Results\" title=\"Which Approach Delivers Better Testing Results?\">Which Approach Delivers Better Testing Results?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/#When_Should_You_Choose_Manual_Testing\" title=\"When Should You Choose Manual Testing?\">When Should You Choose Manual Testing?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/#When_Should_You_Choose_Automation_Testing\" title=\"When Should You Choose Automation Testing?\">When Should You Choose Automation Testing?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/#Can_Manual_and_Automation_Testing_Work_Together\" title=\"Can Manual and Automation Testing Work Together?\">Can Manual and Automation Testing Work Together?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/#How_to_Choose_the_Right_Testing_Approach_for_Your_Software\" title=\"How to Choose the Right Testing Approach for Your Software\">How to Choose the Right Testing Approach for Your Software<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/#Conclusion\" title=\"Conclusion\">Conclusion<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_Is_Manual_Testing\"><\/span><strong>What Is Manual Testing?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Manual testing is a <strong><a href=\"https:\/\/www.mypcot.com\/software-testing-services\">software testing<\/a> <\/strong>process in which testers execute test cases without even automated scripts in order to verify that an application works as expected. It examines functionality and usability, and unexpected behaviour by interacting with the software directly.\u00a0<\/p>\n\n\n\n<p>For example, when testing a website\u2019s checkout process, a tester can add products to the cart, apply a discount code, enter payment details, and verify error messages. This approach helps identify functional issues and usability problems that really need human judgement.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Advantages_of_Manual_Testing\"><\/span><strong>Advantages of Manual Testing<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Human judgment:<\/strong>\u00a0<\/li>\n<\/ul>\n\n\n\n<p>Helps identify usability issues and unexpected behaviour through exploratory testing.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Flexibility:<\/strong>\u00a0<\/li>\n<\/ul>\n\n\n\n<p>Enables testers to adapt quickly when requirements or even features change.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Lower initial costs:<\/strong>\u00a0<\/li>\n<\/ul>\n\n\n\n<p>Requires less setup than automation when testing needs are limited.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Usability assessment:<\/strong>\u00a0<\/li>\n<\/ul>\n\n\n\n<p>Helps assess visual consistency, navigation, readability, and user experience.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Limitations_of_Manual_Testing\"><\/span><strong>Limitations of Manual Testing<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Time-consuming:<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Repeating test cases after frequent updates can even delay release.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Human error:<\/strong>\u00a0<\/li>\n<\/ul>\n\n\n\n<p>Fatigue and missed steps can sometimes produce inconsistent results.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Limited scalability:<\/strong>\u00a0<\/li>\n<\/ul>\n\n\n\n<p>Testing large regression suites manually becomes increasingly difficult as applications grow.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_Is_Automation_Testing\"><\/span><strong>What Is Automation Testing?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>In <a href=\"https:\/\/www.mypcot.com\/automation-testing\"><strong>automation testing<\/strong><\/a>, a series of test cases are programmed and run with the help of specialized tools and software to check the results against the expected outcomes and detect any defects in the software with minimal manual effort. It&#8217;s particularly helpful when you need to repeat checks that need to be performed across all software versions.<\/p>\n\n\n\n<p>For instance, if a site has been updated, an automated test can verify that the site is able to log users in with valid credentials, confirm error messages and ensure successful redirections. These tests should be repeated in the event of any major update to ensure regressions are detected before users are impacted.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Advantages_of_Automation_Testing\"><\/span><strong>Advantages of Automation Testing<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Faster execution:<\/strong> Runs repetitive tests quickly, reducing time spent on routine verification.<br><\/li>\n\n\n\n<li><strong>Consistent results:<\/strong> Executes predefined steps uniformly, reducing variation between test runs.<br><\/li>\n\n\n\n<li><strong>Efficient regression testing:<\/strong> Checks existing functionality after code changes without repeating every step manually.<\/li>\n\n\n\n<li><strong>CI\/CD integration:<\/strong> Runs tests during development and deployment, helping teams identify defects earlier.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Limitations_of_Automation_Testing\"><\/span><strong>Limitations of Automation Testing<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Initial investment:<\/strong> Requires time, tools, framework setup, and technical expertise.<br><\/li>\n\n\n\n<li><strong>Script maintenance:<\/strong> Application or workflow changes may require updates to existing tests.<br><\/li>\n\n\n\n<li><strong>Poor test design:<\/strong> Automating weak test cases can produce results without meaningful quality assurance.<br><\/li>\n\n\n\n<li><strong>Unstable tests:<\/strong> Timing issues, unreliable test data, and environment problems can cause false failures that require investigation.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Manual_vs_Automation_Testing_Key_Differences\"><\/span><strong>Manual vs Automation Testing: Key Differences<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The biggest difference between manual and automation testing is how tests are run and kept up to date. Manual testing means that people are used to observe and make judgments. There are also automation testing, which relies on scripts to test whether certain requirements are fulfilled. The choice of manual or automated testing will depend on the complexity of the application, the number of tests required, available resources and desired level of quality.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Comparison Factor<\/strong><\/td><td><strong>Manual Testing<\/strong><\/td><td><strong>Automation Testing<\/strong><\/td><\/tr><tr><td>Execution<\/td><td>Testers perform steps manually.<\/td><td>Scripts execute predefined steps.<\/td><\/tr><tr><td>Initial cost<\/td><td>Generally lower setup costs.<\/td><td>Higher initial setup and development costs.<\/td><\/tr><tr><td>Speed<\/td><td>Slower for repetitive checks.<\/td><td>Faster for repeated test execution.<\/td><\/tr><tr><td>Accuracy<\/td><td>May vary due to human error.<\/td><td>Consistent execution, provided scripts and assertions are reliable.<\/td><\/tr><tr><td>Maintenance<\/td><td>Test procedures need updating as requirements change.<\/td><td>Scripts require maintenance when workflows or application elements change.<\/td><\/tr><tr><td>Scalability<\/td><td>Becomes harder with large test suites.<\/td><td>Supports frequent, large-scale test execution with suitable infrastructure.<\/td><\/tr><tr><td>Flexibility<\/td><td>Adapts easily to unexpected behaviour.<\/td><td>Best suited to predefined scenarios and expected outcomes.<\/td><\/tr><tr><td>Ideal use cases<\/td><td>Exploratory, usability, and visual testing.<\/td><td>Regression, repetitive, data-driven, and frequent validation.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Which_Approach_Delivers_Better_Testing_Results\"><\/span><strong>Which Approach Delivers Better Testing Results?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Automation provides better repeatability and enables teams to run more tests in a limited amount of time, but it doesn\u2019t automatically mean better test coverage or finding more defects. A script is able to run over and over and still miss an untested business rule or an unexpected user interaction.<\/p>\n\n\n\n<p>Manual testing is beneficial for exploring unknown behavior, usability or investigating unusual results. In practice, a blend of both methods provides the greatest level of quality assurance \u2013 automated testing for stable, repetitive checks and manual testing for situations where human judgement is required.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"When_Should_You_Choose_Manual_Testing\"><\/span><strong>When Should You Choose Manual Testing?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Manual testing is ideal when software requires human judgment, features are changing frequently, or testers need to explore unexpected behaviour.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Changing features:<\/strong> Validate new functionality before investing in scripts that may need frequent updates.<br><\/li>\n\n\n\n<li><strong>Exploratory testing:<\/strong> Discover unexpected issues beyond predefined test cases.<br><\/li>\n\n\n\n<li><strong>Usability evaluation:<\/strong> Assess navigation, visual consistency, and user experience.<br><\/li>\n\n\n\n<li><strong>Infrequent checks:<\/strong> Test occasional scenarios without the overhead of automation.<br><\/li>\n\n\n\n<li><strong>Early-stage validation:<\/strong> Identify design and functional issues while requirements are evolving.<\/li>\n<\/ul>\n\n\n\n<p><strong>Example:<\/strong> When a checkout page is redesigned, a tester manually evaluates the purchase journey, discount code handling, and payment error messages to identify usability problems before release.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"When_Should_You_Choose_Automation_Testing\"><\/span><strong>When Should You Choose Automation Testing?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Automation testing works best for stable, repetitive workflows that need frequent execution, consistent results, and efficient regression coverage.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Regression testing:<\/strong> Verify existing functionality after code changes.<br><\/li>\n\n\n\n<li><strong>Frequent releases:<\/strong> Run tests with each build to catch defects earlier.<br><\/li>\n\n\n\n<li><strong>Data-driven testing:<\/strong> Validate multiple inputs, pricing rules, and boundary conditions.<br><\/li>\n\n\n\n<li><strong>Cross-browser testing:<\/strong> Check consistent behaviour across supported browsers.<br><\/li>\n\n\n\n<li><strong>Critical workflows:<\/strong> Repeatedly validate login, payments, and other essential business operations.<\/li>\n<\/ul>\n\n\n\n<p><strong>Example:<\/strong> After every software build, automated tests validate login credentials, verify payment calculations, and check existing features for regressions, helping teams identify failures before deployment.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Can_Manual_and_Automation_Testing_Work_Together\"><\/span><strong>Can Manual and Automation Testing Work Together?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Yes. The combination of both approaches helps teams to improve test efficiency while maintaining the quality of the software. Manual testing is used for covering unexpected behavior, exploratory testing, and usability, while repetitive checks and regression testing are covered by automation.<\/p>\n\n\n\n<p>For instance, an eCommerce team can automate the login process, cart calculations and payment validation after each update. Manual testers can then confirm that the checkout process is intuitive, the error message is clear, and the buying process is smooth and consistent across devices.<\/p>\n\n\n\n<p>This combination ensures that repetitive tasks are minimized, and the emphasis is on functionality and user experience.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_to_Choose_the_Right_Testing_Approach_for_Your_Software\"><\/span><strong>How to Choose the Right Testing Approach for Your Software<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The right testing strategy depends on what you need to validate, how often tests run, and how much maintenance your team can support.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Match the objective:<\/strong> Use manual testing for usability and exploration, automation for repeatable checks.<br><\/li>\n\n\n\n<li><strong>Evaluate frequency:<\/strong> Automate tests that must run after frequent updates.<br><\/li>\n\n\n\n<li><strong>Check stability:<\/strong> Start with mature features to minimize script maintenance.<br><\/li>\n\n\n\n<li><strong>Calculate costs:<\/strong> Balance automation setup against long-term manual effort.<br><\/li>\n\n\n\n<li><strong>Prioritize risk:<\/strong> Test critical workflows where failures could affect users or revenue.<br><\/li>\n\n\n\n<li><strong>Review outcomes:<\/strong> Expand automation when it improves efficiency and regression coverage.<\/li>\n<\/ol>\n\n\n\n<p>A balanced approach ensures testing effort is focused where it delivers the greatest value.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span><strong>Conclusion<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>You can\u2019t just find bugs if you want to make reliable software. You also need to pick the right way to avoid bugs. Manual testing can help reveal usability issues and unexpected behavior, while automation can accelerate and make repeated validation more consistent. Strategic combinations can improve software quality without the overhead of unnecessary testing.&nbsp;<\/p>\n\n\n\n<p>Talk to <a href=\"https:\/\/www.mypcot.com\/\"><strong>Mypcot Infotech<\/strong><\/a> about the software testing solutions that fit your product needs, development pipeline, and release schedule.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Software quality actually depends not just on how thoroughly an application is tested, but also on whether the perfect approach is used at the right stage. When comparing manual vs. automation testing, businesses need to consider more than execution speed. Test complexity, dynamic requirements, maintenance costs, as well as release cycles all influence the decision. &#8230; <a title=\"Manual vs Automation Testing: Which Is Right for Your Software?\" class=\"read-more\" href=\"https:\/\/www.mypcot.com\/blog\/manual-vs-automation-testing\/\" aria-label=\"More on Manual vs Automation Testing: Which Is Right for Your Software?\">Read more<\/a><\/p>\n","protected":false},"author":3,"featured_media":2092,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[184],"tags":[183],"class_list":["post-2091","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-manual-vs-automation-testing","tag-manual-vs-automation-testing"],"_links":{"self":[{"href":"https:\/\/www.mypcot.com\/blog\/wp-json\/wp\/v2\/posts\/2091"}],"collection":[{"href":"https:\/\/www.mypcot.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mypcot.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mypcot.com\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mypcot.com\/blog\/wp-json\/wp\/v2\/comments?post=2091"}],"version-history":[{"count":1,"href":"https:\/\/www.mypcot.com\/blog\/wp-json\/wp\/v2\/posts\/2091\/revisions"}],"predecessor-version":[{"id":2093,"href":"https:\/\/www.mypcot.com\/blog\/wp-json\/wp\/v2\/posts\/2091\/revisions\/2093"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.mypcot.com\/blog\/wp-json\/wp\/v2\/media\/2092"}],"wp:attachment":[{"href":"https:\/\/www.mypcot.com\/blog\/wp-json\/wp\/v2\/media?parent=2091"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mypcot.com\/blog\/wp-json\/wp\/v2\/categories?post=2091"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mypcot.com\/blog\/wp-json\/wp\/v2\/tags?post=2091"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}