{"id":4447,"date":"2025-03-28T13:16:37","date_gmt":"2025-03-28T13:16:37","guid":{"rendered":"https:\/\/testgrid.io\/blog\/?p=4447"},"modified":"2026-03-23T10:22:41","modified_gmt":"2026-03-23T10:22:41","slug":"qa-automation-guide","status":"publish","type":"post","link":"https:\/\/testgrid.io\/blog\/qa-automation-guide\/","title":{"rendered":"Mastering QA Automation: From Strategy to Execution"},"content":{"rendered":"\n<p>Here\u2019s a fact: releasing software today isn\u2019t what it used to be. Systems are more complex. Delivery timelines are tighter. Users and business stakeholders are more demanding than ever. And through all of this, you\u2019re still responsible for ensuring superior software quality.<\/p>\n\n\n\n<p>But that\u2019s not all.<\/p>\n\n\n\n<p>You\u2019ve got to be quick, too.<\/p>\n\n\n\n<p>Every new feature, release, and fix is expected to move fast, which naturally increases risk.<\/p>\n\n\n\n<p>That\u2019s where QA automation enters the picture.<\/p>\n\n\n\n<p>When done right, it gives you visibility, consistency, and trust in the process. It gives you breathing space for the kinds of testing that demand real judgment. Research shows <a href=\"https:\/\/research.aimultiple.com\/test-automation-statistics\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">33% of companies seek to automate<\/a> between 50% to 75% of their testing efforts.<\/p>\n\n\n\n<p>So if you want to dive deeper into what QA automation is, when it fits into your workflow, and how to do it in a way that\u2019s actually sustainable, you\u2019re in for a treat. This blog explores the concept in detail.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What is QA Automation?<\/strong><\/h2>\n\n\n\n<p>Simply put, it\u2019s the practice of using specialized tools and scripts to automate the execution of tests on your app.<\/p>\n\n\n\n<p>For instance, instead of manually clicking through the buttons, filling out forms, and checking responses, you write test logic once and have it run automatically across builds, platforms, and environments.<\/p>\n\n\n\n<p>QA <a href=\"https:\/\/testgrid.io\/blog\/test-automation\/\">test automation<\/a> helps validate app functionality, simulate user flows, confirm integrations, and catch regressions early, improving accuracy and efficiency in the development process.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Manual Testing vs Automated Quality Assurance Testing<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Aspect<\/strong><\/td><td><strong>Manual Testing<\/strong><\/td><td><strong>Automated QA Testing<\/strong><\/td><\/tr><tr><td>Execution<\/td><td>Performed by a human tester, step by step<\/td><td>Performed by tools or scripts automatically<\/td><\/tr><tr><td>Speed<\/td><td>Slower; depends on individual effort<\/td><td>Much faster; can run many tests in parallel or on schedule<\/td><\/tr><tr><td>Consistency<\/td><td>May vary slightly with each run<\/td><td>Highly consistent; runs the same each time<\/td><\/tr><tr><td>Initial setup effort<\/td><td>Low; can start right away<\/td><td>High; requires planning, scripting, and tooling<\/td><\/tr><tr><td>Feedback speed<\/td><td>Slower feedback; often after manual test cycles<\/td><td>Fast feedback, often within minutes of code being committed<\/td><\/tr><tr><td>Cost over time<\/td><td>Can become expensive as testing needs grow<\/td><td>Higher initial cost, but lower long-term cost for repeatable tasks<\/td><\/tr><tr><td>Documentation<\/td><td>May or may not be documented consistently<\/td><td>Typically includes detailed logs and reports by default<\/td><\/tr><tr><td>Best used for<\/td><td>Exploratory testing, usability, one-time scenarios<\/td><td>Regression testing, repetitive tasks, large data sets, CI\/CI pipelines<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>When to Use QA Automation in Testing: Top Benefits<\/strong><\/h2>\n\n\n\n<p>Not every test needs to be automated. On the other hand, not every team is ready to automate everything from day one. So the real question is, \u201cWhat are the key scenarios where QA automation proves most effective?\u201d Let\u2019s find out.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. Test suite size<\/strong><\/h3>\n\n\n\n<p>If your project is small and doesn\u2019t have many test cases, you might not need QA automation right away. But if you start supporting a complex or long-running product and your test suite starts to grow, QA automation becomes more of a necessity.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. Repetitive testing<\/strong><\/h3>\n\n\n\n<p>If you\u2019re running the same test cases repeatedly\u2014every patch, build, or sprint\u2014QA automation can take that off your plate. It runs tests exactly the same way each time, freeing up testers to focus on new or complex work.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. Data-driven scenarios<\/strong><\/h3>\n\n\n\n<p>You\u2019ve probably have test cases that need to be run with multiple data sets\u2014same steps but different values. In some cases, the order of test execution also matters.<\/p>\n\n\n\n<p>Managing all of that manually can get messy\u2014you could forget the order or make mistakes when running specific test cases. QA <a href=\"https:\/\/testgrid.io\/blog\/test-automation-framework\/\">automation frameworks<\/a> that support data-driven testing let you run the same logic across a wide range of inputs.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. Cross-platform testing<\/strong><\/h3>\n\n\n\n<p>If your app must operate across different browsers, devices, or operating systems, that\u2019s a lot of ground to cover manually. QA automation equips you to run the same script in different test environments in a parallel fashion. This is a huge win in terms of speed and consistency.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. Regression or smoke testing<\/strong><\/h3>\n\n\n\n<p>These tests check whether your app\u2019s core functionality still works as desired after a change. They\u2019re run often, and because they don\u2019t change much, automating them delivers swift feedback after every update with minimal manual effort.<\/p>\n\n\n\n<p><strong>Also Read: <\/strong><a href=\"https:\/\/testgrid.io\/blog\/regression-testing\/\">A Guide on Regression Testing<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>How Does QA Automation Work?: Key Stages to Know<\/strong><\/h2>\n\n\n\n<p>QA automation works best when it\u2019s approached like any other part of the development process. The following key stages keep things steady and scalable:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. Define your automation scope<\/strong><\/h3>\n\n\n\n<p>Before writing a single line of automation, you need to know what you\u2019re actually trying to achieve. Review your test suite and identify areas that are stable, repeatable, and valuable to run often.<\/p>\n\n\n\n<p>For example, you may find that automating login and password reset flows makes sense because they\u2019re used in every release and rarely change.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. Choose the right automation tools<\/strong><\/h3>\n\n\n\n<p>There\u2019s no dearth of options in the market. From open-source to enterprise-grade software, you can pick any depending on what you\u2019re testing (mobile, web, APIs), your team\u2019s skill set, and your overall budget.<\/p>\n\n\n\n<p>Don\u2019t just go with what\u2019s popular; instead, opt for something that fits into your tech stack. For example, Postman and Newman are great choices for API automation, especially if you\u2019re already using Postman for manual API testing.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. Build a test strategy<\/strong><\/h3>\n\n\n\n<p>This is the stage where you decide how you want to structure your tests: what automation framework to use, how to organize your code, and what naming conventions to follow. Think long-term. Can your QA <a href=\"https:\/\/testgrid.io\/blog\/test-automation-strategy\/\">automated testing strategy<\/a> remain readable and maintainable?<\/p>\n\n\n\n<p>For instance, if you want to reuse the same scripts with different input values across multiple test cases, adopt a data-driven framework.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. Set up the environment<\/strong><\/h3>\n\n\n\n<p>Your tests are only as reliable as the environment they run in. Set up production-like environments that account for test data, browser or device configurations, and any external dependencies that could impact your test runs.<\/p>\n\n\n\n<p>For instance, you might spin up a Docker container with a clean test database and stubbed third-party APIs for every automation run.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. Write the test scripts<\/strong><\/h3>\n\n\n\n<p>In this step, translate your test scenarios into automated steps. Focus on clean, modular code that\u2019s easy to read and refresh.<\/p>\n\n\n\n<p>For example, write a reusable login function instead of repeating authentication steps in every script. Avoid hardcoding data and aim for reusable, flexible components.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>6. Run, schedule, and analyze tests<\/strong><\/h3>\n\n\n\n<p>Once your scripts are ready, integrate them into your <a href=\"https:\/\/testgrid.io\/blog\/ci-cd-test-automation\/\">CI\/CD pipeline<\/a> or schedule them to run regularly. This ensures QA automation remains a part of your everyday workflow. For instance, configure your pipeline to trigger UI tests every time code is merged into the staging branch.<\/p>\n\n\n\n<p>After the tests are run, analyze the results thoroughly. Look for recurring failures and patterns. For instance, reports might show that checkout failures only happen in Safari\u2014indicating a browser-specific issue to investigate.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The People Behind QA Automation<\/strong><\/h2>\n\n\n\n<p>QA professionals are pivotal to the success of QA automation testing. Let\u2019s take a look at what they are and the role they play.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Automation engineers<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>They develop and maintain the QA automation framework<\/li>\n\n\n\n<li>They have a deep understanding of both coding and software testing<\/li>\n\n\n\n<li>They write test scripts using tools like Selenium, Playwright, Cypress, or Appium<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>QA analysts<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>They help define testing requirements for comprehensive test coverage<\/li>\n\n\n\n<li>They often participate in functional, regression, and API testing<\/li>\n\n\n\n<li>They also analyze test results to catch issues early<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Test managers<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>They oversee the entire testing team, ensuring all tasks are effectively distributed and that timelines are met<\/li>\n\n\n\n<li>They\u2019re responsible for maintaining test coverage and quality levels throughout the software development lifecycle (SDLC)<\/li>\n\n\n\n<li>They keep abreast of developments in testing tools, methodologies, and industry standards<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>QA Automation Tools<\/strong><\/h2>\n\n\n\n<p>Let\u2019s review the different tools that can help in QA testing automation:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. SoapUI<\/strong><\/h3>\n\n\n\n<p>It\u2019s a widely used open-source tool for automated API testing. It supports both SOAP and REST services and can help verify the reliability, functionality, and performance of APIs across development cycles.<\/p>\n\n\n\n<p>You don\u2019t need to write much or any code for creating and running automated API test cases with <a href=\"https:\/\/www.soapui.org\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">SoapUI<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. Appium<\/strong><\/h3>\n\n\n\n<p><a href=\"https:\/\/appium.io\/docs\/en\/latest\/\" target=\"_blank\" rel=\"noreferrer noopener\">Appium<\/a> is an open-source test automation framework for mobile apps, including native, hybrid, and mobile web apps across Android, Windows, and iOS.<\/p>\n\n\n\n<p>You can write tests in multiple programming languages using the WebDriver protocol. You can also reuse the same test logic across different operating systems.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. Playwright<\/strong><\/h3>\n\n\n\n<p><a href=\"https:\/\/playwright.dev\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Playwright<\/a> is an end\u2013to-end testing tool for web apps. It supports all modern rendering engines, including Chromium, WebKit, and Firefox. You can test on Windows, Linux, and macOS, locally or on CI, headless or headed.<\/p>\n\n\n\n<p>Test scenarios that span multiple origins, tabs, and users. Run different contexts against your server.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. Selenium<\/strong><\/h3>\n\n\n\n<p><a href=\"https:\/\/www.selenium.dev\" target=\"_blank\" rel=\"noreferrer noopener\">Selenium<\/a> is an open-source software that automates web apps for testing purposes. It supports multiple browsers, like Safari, Chrome, and Firefox, operating systems, such as macOS, Linux, and Windows, and programming languages, including C#, Python, and Ruby.<\/p>\n\n\n\n<p>Selenium enables parallel test execution via Selenium Grid.<\/p>\n\n\n\n<p><strong>Also Read:<\/strong> <a href=\"https:\/\/testgrid.io\/blog\/automation-testing-tools\/\">Top Automation Testing Tools<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Challenges in QA Automation and How to Fix Them (Best Practices)<\/strong><\/h2>\n\n\n\n<p>Just like everything else, QA automation has its own learning curve. Here are the most common roadblocks you should know about:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. Script maintenance never ends<\/strong><\/h3>\n\n\n\n<p>Automation isn\u2019t a \u201cset it and forget it\u201d initiative. Your app evolves constantly\u2014new features, version releases, design changes\u2014and every one of those updates can break your existing tests. Keeping scripts up to date takes time, especially when you have a large test suite.<\/p>\n\n\n\n<p><strong>Solution: <\/strong>Build scripts that are modular and reusable. So that when something changes, like login or navigation, you only have to update it in one place.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. Dynamic UIs can break your tests<\/strong><\/h3>\n\n\n\n<p>Modern apps are dynamic\u2014which means elements can often change user roles, load asynchronously, or respond to interactions in real time.<\/p>\n\n\n\n<p>This flexibility is great for users, but it\u2019s not so great for automated test scripts. Whenever something appears late or moves around, the script breaks.<\/p>\n\n\n\n<p>If an element changes based on who\u2019s logged in, the test might not find what it\u2019s looking for.<\/p>\n\n\n\n<p><strong>Solution: <\/strong>Handle dynamic apps using smart waits for asynchronous content, role-based test data to cover different user experiences, and resilient locators that don\u2019t break with UI changes.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. Don\u2019t forget about version testing<\/strong><\/h3>\n\n\n\n<p>When automation scripts fall out of sync with product changes, tests break, bugs slip through, and maintenance becomes a problem. Disconnected test logic leads to misalignment and unreliable results.<\/p>\n\n\n\n<p><strong>Solution: <\/strong>Store and manage tests within the same repository or version control structure as the app code. This simplifies version tracking and encourages collaboration.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. Complex scenarios need more than just clicks<\/strong><\/h3>\n\n\n\n<p>Some workflows aren\u2019t linear. They depend on specific data, timing, or conditional logic that makes them hard to automate with simple click responses.<\/p>\n\n\n\n<p>For instance, testing a loan approval process might depend on the app\u2019s credit score and income range\u2014both of which need to be set up just right for the test to reach the right path.<\/p>\n\n\n\n<p><strong>Solution: <\/strong>Break complex tests into smaller, testable chunks. Automate the parts that make sense (like submission and document upload) and leave the exploratory aspects for manual testing (like varying credit scores) where human insight plays a huge role.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. Never stop playing on your team\u2019s strengths<\/strong><\/h3>\n\n\n\n<p>QA automation involves both building the framework and writing test scripts\u2014each requiring different skills. Some team members excel at designing scalable frameworks, integrating tools, and building utilities, while others are better suited to <a href=\"https:\/\/testgrid.io\/blog\/test-scenarios\/\">writing test scenarios<\/a>.<\/p>\n\n\n\n<p><strong>Solution: <\/strong>Assign tasks based on each team member\u2019s strengths. Let framework-savvy engineers handle architecture and integrations, while others focus on <a href=\"https:\/\/testgrid.io\/blog\/test-case-design-techniques\/\">writing reliable, maintainable test cases<\/a>. This division speeds up progress and improves overall quality.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>6. Compatibility across devices and browsers is tough<\/strong><\/h3>\n\n\n\n<p>You want to ensure your app works everywhere your users are. That means testing across browsers, OS versions, and devices. But writing automation that runs smoothly in cross-browser testing is easier said than done.<\/p>\n\n\n\n<p><strong>Solution: <\/strong>Consider cloud-based test labs or device farms so you don\u2019t have to maintain everything in-house.<\/p>\n\n\n\n<p><strong>Also Read: <\/strong><a href=\"https:\/\/testgrid.io\/blog\/challenges-in-test-automation\/\">Test Automation Challenges You Can\u2019t Ignore in 2025<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>How TestGrid Fits Into QA Automation<\/strong><\/h2>\n\n\n\n<p><a href=\"https:\/\/testgrid.io\">TestGrid<\/a> is an end-to-end testing platform designed to make automation more accessible, scalable, and, of course, efficient. It\u2019s suitable for those teams that want to combine test creation, execution, and infrastructure in a single hub.<\/p>\n\n\n\n<p>Let\u2019s study how TestGrid delivers in the broader QA automation landscape:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Test native, web, and hybrid apps on 1,000+ iOS and Android devices, operating systems, browsers, and versions without expensive hardware<\/li>\n\n\n\n<li>Receive support for multiple types of testing in one platform\u2014UI, API, performance, and visual testing<\/li>\n\n\n\n<li>Record actions, create test scripts, and automate tests in minutes with the intuitive \u2018record and playback\u2019 feature<\/li>\n\n\n\n<li>Create automated tests through a visual interface without writing code\u2014 useful if you have limited technical bandwidth<\/li>\n\n\n\n<li>Set up Xray integration in minutes and view real-time execution statuses, timestamps, and downloadable reports directly inside JIRA<\/li>\n\n\n\n<li>Access remote devices using the Remote Lite feature, which provides instant connectivity via QR code or URL\u2014only secure SSO authentication is required<\/li>\n<\/ul>\n\n\n\n<p>Plus, with <a href=\"https:\/\/testgrid.io\/cotester\">TestGrid Cotester AI Test Agent<\/a>, the world\u2019s first AI agent for software testing.<\/p>\n\n\n\n<p>It\u2019s pre-trained on SDLC and advanced software testing fundamentals. It uses AI to understand user intent without rigid syntax constraints. You can interact with it using plain language without a script, making it simple and intuitive.<\/p>\n\n\n\n<p>Train CoTester on your automated testing approach via URL pasting and file uploads (PDF, Word, and CSV).<\/p>\n\n\n\n<p>What\u2019s more, get detailed test case descriptions and a step-by-step editor for automation workflows, which showcases the sequence of interactions with elements like web forms and uses placeholder data for missing inputs.<\/p>\n\n\n\n<p>If you\u2019d like to try TestGrid on your own and experience the value it adds to your QA automation strategy, <a href=\"https:\/\/public.testgrid.io\/signup?_gl=1*yrup0j*_gcl_au*Mzg1MTgzNzIwLjE3Mzg3NjY4NTI.*_ga*MjAzMjYyOTI4Ny4xNzMwOTgwMzAy*_ga_HRCJGRKSHZ*MTc0MjkwOTQwMS4yMjYuMS4xNzQyOTEzMzQwLjYwLjAuMTc5ODU0MTY0MQ..\">start testing for free<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Frequently Asked Questions (FAQs)<\/strong><\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1743167254938\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">1. How do we measure the ROI of automation?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Look beyond time saved. Consider deployment frequency, defect escape rate, test stability, and team efficiency. If your team can release faster with fewer regressions and more confidence\u2014that&#8217;s measurable value.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1743167646281\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">2. Should we aim for 100% test automation coverage?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Not necessarily. Test automation works best when it\u2019s applied to high-value, repeatable, and stable areas of your product. Chasing full coverage often leads to bloated, brittle test suites. Instead, focus on coverage that provides confidence in your most critical paths.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1743167688303\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">3. <strong>What role should developers play in QA automation?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Ideally, a shared one. Developers can contribute by writing unit and integration tests, supporting testability, and even pairing with QA on automation frameworks. The more cross-functional the effort, the stronger and more maintainable your test suite becomes.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1743167702578\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">4. <strong>How do we avoid Quality Assurance automation becoming a maintenance burden?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Keep tests focused, reusable, and loosely coupled to UI changes. Regularly review failing or flaky tests, and don\u2019t hesitate to retire tests that no longer add value. Maintenance is inevitable, but it shouldn\u2019t outweigh the benefits.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Here\u2019s a fact: releasing software today isn\u2019t what it used to be. Systems are more complex. Delivery timelines are tighter. Users and business stakeholders are more demanding than ever. And through all of this, you\u2019re still responsible for ensuring superior software quality. But that\u2019s not all. You\u2019ve got to be quick, too. Every new feature, [&hellip;]<\/p>\n","protected":false},"author":13,"featured_media":13824,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[209,579],"tags":[],"class_list":["post-4447","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-test-automation","category-guide"],"acf":[],"images":{"medium":"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2025\/03\/QA-1.jpg","large":"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2025\/03\/QA-1.jpg"},"_links":{"self":[{"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/posts\/4447","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/comments?post=4447"}],"version-history":[{"count":13,"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/posts\/4447\/revisions"}],"predecessor-version":[{"id":17395,"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/posts\/4447\/revisions\/17395"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/media\/13824"}],"wp:attachment":[{"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/media?parent=4447"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/categories?post=4447"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/tags?post=4447"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}