{"id":6250,"date":"2025-08-08T12:37:20","date_gmt":"2025-08-08T07:07:20","guid":{"rendered":"https:\/\/www.testleaf.com\/blog\/?p=6250"},"modified":"2025-09-13T15:40:51","modified_gmt":"2025-09-13T10:10:51","slug":"why-most-automation-frameworks-fail-and-how-to-build-one-that-lasts","status":"publish","type":"post","link":"https:\/\/www.testleaf.com\/blog\/why-most-automation-frameworks-fail-and-how-to-build-one-that-lasts\/","title":{"rendered":"Why Most Automation Frameworks Fail \u2013 And How to Build One That Lasts?\u00a0"},"content":{"rendered":"<div style=\"margin-top: 0px; margin-bottom: 0px;\" class=\"sharethis-inline-share-buttons\" ><\/div><!--[if lt IE 9]><script>document.createElement('audio');<\/script><![endif]-->\n<audio class=\"wp-audio-shortcode\" id=\"audio-6250-1\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/mpeg\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Why-Most-Automation-Frameworks-Fail-\u2013-And-How-to-Build-One-That-Lasts.mp3?_=1\" \/><a href=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Why-Most-Automation-Frameworks-Fail-\u2013-And-How-to-Build-One-That-Lasts.mp3\">https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Why-Most-Automation-Frameworks-Fail-\u2013-And-How-to-Build-One-That-Lasts.mp3<\/a><\/audio>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">Introduction: The House You Never Finished<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/h3>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-full wp-image-6271\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide2.jpg\" alt=\"Build a house\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide2.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide2-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide2-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide2-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide2-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><span data-contrast=\"auto\">Imagine building a house with no blueprint. You have bricks, nails, cement, and tools\u2014but no plan. Walls go up, then get torn down. Rooms are repurposed mid-construction. Eventually, the structure stands, but it leans, creaks, and fails inspection.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This is the story of most automation frameworks.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Across 25 years of working with enterprise testing, I\u2019ve seen hundreds of <a href=\"https:\/\/www.testleaf.com\/blog\/test-automation-framework-interview-questions\/\">test automation frameworks<\/a> crash under the weight of poor design choices, tool mismatches, and over-engineered modules.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The reason? Most teams start with execution in mind, not architecture. They aim to build everything in Sprint Zero. No discovery. No modularity. No scalability. The result? A shiny failure.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">In this blog, I\u2019ll share a proven blueprint to build frameworks that last, scale, and adapt. We\u2019ll follow a <a href=\"https:\/\/www.testleaf.com\/blog\/a-step-by-step-guide-to-test-automation-with-appium\/\">step-by-step<\/a> narrative through a framework design journey using the NTR (Narrative\u2013Tension\u2013Resolution) model\u2014with real slides, patterns, and principles you can apply today.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<p><strong>Recommended for You<\/strong>: <a href=\"https:\/\/www.testleaf.com\/blog\/2025-top-automation-testing-infosys-interview-questions-with-expert-answers-from-testleaf-for-2-to-5-years-experience\/\">infosys interview questions for automation testing<\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"First_Identify_the_Influencers\"><\/span><b><span data-contrast=\"auto\">First, Identify the Influencers<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 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\" style=\"cursor:inherit\">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.testleaf.com\/blog\/why-most-automation-frameworks-fail-and-how-to-build-one-that-lasts\/#First_Identify_the_Influencers\" >First, Identify the Influencers\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.testleaf.com\/blog\/why-most-automation-frameworks-fail-and-how-to-build-one-that-lasts\/#Why_Language_Matters\" >Why Language Matters\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.testleaf.com\/blog\/why-most-automation-frameworks-fail-and-how-to-build-one-that-lasts\/#Who_is_the_Consumer\" >Who is the Consumer?\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.testleaf.com\/blog\/why-most-automation-frameworks-fail-and-how-to-build-one-that-lasts\/#Why_Frameworks_Fail\" >Why Frameworks Fail?\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.testleaf.com\/blog\/why-most-automation-frameworks-fail-and-how-to-build-one-that-lasts\/#The_5-Step_Framework_Blueprint\" >The 5-Step Framework Blueprint\u00a0<\/a><\/li><\/ul><\/nav><\/div>\n\n<p><span data-contrast=\"auto\">Just like you wouldn\u2019t build a home without knowing who\u2019ll live there, don\u2019t build a framework without knowing who\u2019ll use it.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-6272\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide4.jpg\" alt=\"influencers that you should know\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide4.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide4-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide4-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide4-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide4-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><b><span data-contrast=\"auto\">Who influences your framework?<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Programming Language:<\/span><\/b><span data-contrast=\"auto\"> Align with developers. UI? Pick the frontend language. API? Use backend language.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Test Tool:<\/span><\/b><span data-contrast=\"auto\"> Evaluate community support, plugins, extensibility, and maturity.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Consumer:<\/span><\/b><span data-contrast=\"auto\"> Who\u2019s writing and running the tests? Are they developers, testers, or analysts?<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Project Tenure:<\/span><\/b><span data-contrast=\"auto\"> Short-term MVP or long-running product?<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.testleaf.com\/course\/selenium-automation-certification-training-course.html\"><img decoding=\"async\" class=\"aligncenter wp-image-5159 size-full\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/06\/Selenium.jpg\" alt=\"Selenium training in chennai\" width=\"2048\" height=\"512\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/06\/Selenium.jpg 2048w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/06\/Selenium-300x75.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/06\/Selenium-1024x256.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/06\/Selenium-768x192.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/06\/Selenium-1536x384.jpg 1536w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/06\/Selenium-150x38.jpg 150w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><\/a><\/p>\n<p><span data-contrast=\"auto\">These influencers drive key decisions:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"auto\">Should the framework be <a href=\"https:\/\/www.testleaf.com\/blog\/playwright-vs-selenium-why-playwright-is-the-future-of-automation-testing\/\">Playwright or Selenium<\/a>?<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Should it support ReactJS natively?<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Will it run in Jenkins or GitHub Actions?<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Why_Language_Matters\"><\/span><b><span data-contrast=\"auto\">Why Language Matters<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6273\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide7.jpg\" alt=\"Programming language\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide7.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide7-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide7-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide7-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide7-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><span data-contrast=\"auto\">Designing the test framework in the same language as development enables:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Better collaboration (Shift Left)<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Reuse of existing dev libraries<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Shared CI\/CD pipelines<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6274\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide9.jpg\" alt=\"Take away 1\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide9.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide9-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide9-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide9-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide9-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Who_is_the_Consumer\"><\/span><b><span data-contrast=\"auto\">Who is the Consumer?<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6275\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide16.jpg\" alt=\"Who is the consumer\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide16.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide16-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide16-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide16-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide16-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><span data-contrast=\"auto\">Is your framework for:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Non-technical manual <a href=\"https:\/\/www.testleaf.com\/blog\/test-innovation-tips\/\">testers<\/a>?<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">DevTest engineers?<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">A CI agent with no UI?<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Do a <\/span><b><span data-contrast=\"auto\">discovery workshop<\/span><\/b><span data-contrast=\"auto\"> to find out.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Why_Frameworks_Fail\"><\/span><b><span data-contrast=\"auto\">Why Frameworks Fail?<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-contrast=\"auto\">Let\u2019s face the hard truth: most <a href=\"https:\/\/www.testleaf.com\/blog\/test-automation-framework-interview-questions\/\">automation frameworks<\/a> collapse within the first 9-12 months. Here\u2019s why.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<h5><b><span data-contrast=\"auto\">1. Premature Engineering<\/span><\/b><\/h5>\n<p><span data-contrast=\"auto\">Teams often go overboard in Sprint Zero:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Create elaborate Page Objects<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Add 3 layers of abstraction<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Integrate every tool under the sun<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">What they forget?<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"auto\">They\u2019re solving unknown problems with known tools<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">They haven\u2019t validated the real user needs<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<h5><b><span data-contrast=\"auto\">2. One-Size-Fits-All Myth<\/span><\/b><\/h5>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6276\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide27.jpg\" alt=\"Take away 5\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide27.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide27-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide27-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide27-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide27-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><span data-contrast=\"auto\">You cannot build one framework to rule them all.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Selenium for UI<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><a href=\"https:\/\/www.testleaf.com\/blog\/appium-automation-testing-best-practices\/\"><span data-contrast=\"auto\">Appium for Mobile<\/span><\/a><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">RestAssured for APIs<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Playwright for new web stacks<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Let the <\/span><b><span data-contrast=\"auto\">consumer<\/span><\/b><span data-contrast=\"auto\"> choose what suits their needs.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<h5><b><span data-contrast=\"auto\">3. Wrong or Abused Design Patterns<\/span><\/b><\/h5>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6277\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide29.jpg\" alt=\"Design patterns are many\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide29.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide29-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide29-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide29-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide29-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><span data-contrast=\"auto\">Using Factory, Decorator, or Chain of Responsibility without understanding the use case leads to architectural debt.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Real examples:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Factory is great for <a href=\"https:\/\/www.testleaf.com\/blog\/how-to-setup-selenium-grid-for-cross-browser-testing\/\">cross-browser<\/a> execution<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Decorator can handle flaky element locators<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Chain of Responsibility is ideal for dynamic flow handling<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6278\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide31.jpg\" alt=\"Design patterns\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide31.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide31-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide31-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide31-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide31-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<h5><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6279\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/redesign-1.jpg\" alt=\"Design pattern list\" width=\"800\" height=\"533\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/redesign-1.jpg 800w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/redesign-1-300x200.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/redesign-1-768x512.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/redesign-1-150x100.jpg 150w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/h5>\n<h5><b><span data-contrast=\"auto\">4. Missing Core Components<\/span><\/b><\/h5>\n<p><span data-contrast=\"auto\">A framework without a:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Test Engine<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Driver abstraction<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Configurator<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Data adapter<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"auto\">Reporting tool<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">&#8230; is a pile of scattered scripts.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<h5><\/h5>\n<h5><b><span data-contrast=\"auto\">5. No Resilience Mechanism<\/span><\/b><\/h5>\n<p><span data-contrast=\"auto\">Frameworks break because they are brittle.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\"><a href=\"https:\/\/www.testleaf.com\/blog\/is-playwright-automation-the-end-of-flaky-tests-heres-the-truth\/\">Flaky tests<\/a>? No retry logic.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Environment down? No fallback.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Multiple locales? No i18n layer.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_5-Step_Framework_Blueprint\"><\/span><b><span data-contrast=\"auto\">The 5-Step Framework Blueprint<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-contrast=\"auto\">Now let\u2019s rebuild your framework the right way. Here is a step-by-step design model you can follow.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<h5><\/h5>\n<h5><b><span data-contrast=\"auto\">Step 1: Identify Influencers<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/h5>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"11\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Know your app architecture (React, Angular, Spring Boot?)<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"11\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Know your team composition (Dev-heavy or QA-heavy?)<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"11\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Know your target environments (browser, API, mobile)<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.testleaf.com\/course\/playwright.html\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-5709 size-full\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/07\/Playwright-online-class.png\" alt=\"Playwright automation testing\" width=\"2048\" height=\"512\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/07\/Playwright-online-class.png 2048w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/07\/Playwright-online-class-300x75.png 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/07\/Playwright-online-class-1024x256.png 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/07\/Playwright-online-class-768x192.png 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/07\/Playwright-online-class-1536x384.png 1536w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/07\/Playwright-online-class-150x38.png 150w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><\/a><\/p>\n<p><span data-contrast=\"auto\">Conduct a <\/span><b><span data-contrast=\"auto\">Discovery Workshop<\/span><\/b><span data-contrast=\"auto\"> to finalize:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Language bindings<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\"><a href=\"https:\/\/www.testleaf.com\/blog\/playwright-or-cypress-a-complete-guide-to-choosing-the-right-automation-tool\/\">Tool<\/a> compatibility<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">User roles<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h5><b><span data-contrast=\"auto\">Step 2: Choose the Right Design Patterns<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/h5>\n<p><span data-contrast=\"auto\">Use only what solves the problem:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Factory:<\/span><\/b><span data-contrast=\"auto\"> Create browser objects dynamically<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Decorator:<\/span><\/b><span data-contrast=\"auto\"> Add retry logic and wait handling<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Chain of Responsibility:<\/span><\/b><span data-contrast=\"auto\"> Handle test flows like login &gt; dashboard &gt; transaction<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Don\u2019t over-abstract. It kills agility.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6280\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide34.jpg\" alt=\"Factory design pattern\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide34.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide34-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide34-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide34-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide34-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6281\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide36.jpg\" alt=\"Decorator pattern\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide36.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide36-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide36-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide36-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide36-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><span data-ccp-props=\"{}\"> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6282\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide39.jpg\" alt=\"Page object design pattern\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide39.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide39-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide39-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide39-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide39-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/span><\/p>\n<h5><b><span data-contrast=\"auto\">Step 3: Define Core Components<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/h5>\n<p><span data-contrast=\"auto\">Every robust framework has these pillars:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Test Engine:<\/span><\/b><span data-contrast=\"auto\"> TestNG, JUnit, NUnit, Mocha, etc.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Driver Layer:<\/span><\/b><span data-contrast=\"auto\"><a href=\"https:\/\/www.testleaf.com\/course\/selenium-automation-certification-training-course.html\"> Selenium<\/a>, <a href=\"https:\/\/www.testleaf.com\/course\/appium-mobile-automation-certification-training-course.html\">Appium<\/a>, <a href=\"https:\/\/www.testleaf.com\/course\/playwright.html\">Playwright<\/a><\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Data Adapter:<\/span><\/b><span data-contrast=\"auto\"> Excel, JSON, DB, API<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"14\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Reports:<\/span><\/b><span data-contrast=\"auto\"> Allure, Extent, ReportPortal<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6283\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide44.jpg\" alt=\"Essential framework components\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide44.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide44-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide44-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide44-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide44-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><span data-contrast=\"auto\">Ensure:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"15\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">CI integration is seamless<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"15\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Reports have screenshots + logs<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"15\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Data is version-controlled<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h5><b><span data-contrast=\"auto\">Step 4: Add the Essentials<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/h5>\n<p><span data-contrast=\"auto\">These aren\u2019t fancy but are critical:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"16\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Retry logic:<\/span><\/b><span data-contrast=\"auto\"> For flaky elements, suites, or data<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"16\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Configurator:<\/span><\/b><span data-contrast=\"auto\"> To switch environments or browsers<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"16\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Multi-lingual support:<\/span><\/b><span data-contrast=\"auto\"> For apps with i18n<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"16\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\"><a href=\"https:\/\/en.wikipedia.org\/wiki\/CI\/CD\">CI\/CD<\/a> hooks:<\/span><\/b><span data-contrast=\"auto\"> API, command-line, triggers<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6284\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide55.jpg\" alt=\"Retry logic\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide55.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide55-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide55-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide55-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide55-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><span data-ccp-props=\"{}\"> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6286\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide57.jpg\" alt=\"Configuration\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide57.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide57-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide57-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide57-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide57-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6287\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide62.jpg\" alt=\"Multi lingual\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide62.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide62-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide62-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide62-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide62-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6288\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide59.jpg\" alt=\"CI\/CD\/CT integration\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide59.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide59-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide59-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide59-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide59-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><br \/>\n<\/span><\/p>\n<h5><b><span data-contrast=\"auto\">Step 5: Add Premium Components<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/h5>\n<p><span data-contrast=\"auto\">If you\u2019re scaling, these are the accelerators:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"17\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\"><a href=\"https:\/\/www.testleaf.com\/blog\/selenium-grid-a-simple-introduction-and-complete-tutorial\/\">Selenium Grid<\/a> or Dockerized Execution<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"17\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Auto Healing Locators (AI-based)<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"17\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">GenAI-based code generation<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"17\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Self-healing, Self-learning frameworks<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"17\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Code + Data Generators<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"17\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"6\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Auto Defect Logging APIs<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-6289\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide67.jpg\" alt=\"Framework accelerators\" width=\"1280\" height=\"720\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide67.jpg 1280w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide67-300x169.jpg 300w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide67-1024x576.jpg 1024w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide67-768x432.jpg 768w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/08\/Slide67-150x84.jpg 150w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><span data-contrast=\"auto\">Don\u2019t build all these on Day 1. But <a href=\"https:\/\/www.testleaf.com\/blog\/roadmap-to-becoming-most-effective-test-architect\/\">architect<\/a> in a way that allows future plug-ins.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">Final Takeaways<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/h3>\n<p><b><span data-contrast=\"auto\">Build for usage, not for admiration.<\/span><\/b><span data-contrast=\"auto\"> Your framework is not a whitepaper. It\u2019s a tool.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Here are your final principles:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"18\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Design for the user.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"18\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Build iteratively.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"18\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Use modular design.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"18\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Solve real test problems, not theoretical ones.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">The real test of a framework isn\u2019t how well it\u2019s designed. It\u2019s how well it evolves.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Want a customizable, plug-and-play framework that follows these principles?<\/span><\/b><span data-contrast=\"auto\"> Reach out to qeagle.com for a live demo.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:true,&quot;134233118&quot;:true}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<h5><strong>We Also Provide Training In:<\/strong><\/h5>\n<ul>\n<li><a href=\"https:\/\/www.testleaf.com\/course\/selenium-automation-certification-training-course.html\"><strong>Advanced Selenium Training<\/strong><\/a><\/li>\n<li><a href=\"https:\/\/www.testleaf.com\/course\/playwright.html\"><strong>Playwright Training<\/strong><\/a><\/li>\n<li><a href=\"https:\/\/www.testleaf.com\/course\/genai-qa-engineers-training-course.html\"><strong>Gen AI Training<\/strong><\/a><\/li>\n<li><a href=\"https:\/\/www.testleaf.com\/course\/aws-cloud-architect-certification-training-course.html\"><strong>AWS Training<\/strong><\/a><\/li>\n<li><a href=\"https:\/\/www.testleaf.com\/course\/rest-api-testing-certification-training-course.html\"><strong>REST API Training<\/strong><\/a><\/li>\n<li><a href=\"https:\/\/www.testleaf.com\/course\/full-stack-developer-certification-training-course.html\"><strong>Full Stack Training<\/strong><\/a><\/li>\n<li><a href=\"https:\/\/www.testleaf.com\/course\/appium-mobile-automation-certification-training-course.html\"><strong>Appium Training<\/strong><\/a><\/li>\n<li><a href=\"https:\/\/www.testleaf.com\/course\/dev-ops-master-certification-training-course.html\"><strong>DevOps Training<\/strong><\/a><\/li>\n<li><a href=\"https:\/\/www.testleaf.com\/course\/apache-jmeter-testing-training-course.html\"><strong>JMeter Performance Training<\/strong><\/a><\/li>\n<\/ul>\n<h6><strong>Author\u2019s Bio<\/strong>:<\/h6>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2404 alignleft\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2023\/04\/Untitled-design.png\" sizes=\"(max-width: 250px) 100vw, 250px\" srcset=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2023\/04\/Untitled-design.png 250w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2023\/04\/Untitled-design-150x150.png 150w, https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2023\/04\/Untitled-design-96x96.png 96w\" alt=\"\" width=\"250\" height=\"250\" \/><\/p>\n<p>As CEO of TestLeaf, I\u2019m dedicated to transforming software testing by empowering individuals with real-world skills and advanced technology. With 24+ years in software engineering, I lead our mission to shape local talent into global software professionals. Join us in redefining the future of test engineering and making a lasting impact in the tech world.<\/p>\n<p><strong>Babu Manickam<\/strong><\/p>\n<p>CEO \u2013 Testleaf<\/p>\n<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<a href=\"https:\/\/in.linkedin.com\/in\/babu-manickam\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/07\/linkedin.png\" alt=\"LinkedIn Logo\" width=\"28\" height=\"28\" \/><\/a><\/p>\n<p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00a0 Introduction: The House You Never Finished\u00a0 Imagine building a house with no blueprint. You have bricks, nails, cement, and tools\u2014but no plan. Walls go up, then get torn down. Rooms are repurposed mid-construction. Eventually, the structure stands, but it leans, creaks, and fails inspection.\u00a0 This is the story of most automation frameworks.\u00a0 Across 25 &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/www.testleaf.com\/blog\/why-most-automation-frameworks-fail-and-how-to-build-one-that-lasts\/\"> <span class=\"screen-reader-text\">Why Most Automation Frameworks Fail \u2013 And How to Build One That Lasts?\u00a0<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":6251,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"site-sidebar-layout":"default","site-content-layout":"default","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"categories":[120,108],"tags":[792,793,794,64,66],"class_list":["post-6250","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-automation-framework-interview-questions","category-automation-testing","tag-automation-framework","tag-frameworks","tag-frameworks-interview-questions","tag-test-automation","tag-test-automation-framework"],"acf":[],"aioseo_notices":[],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.testleaf.com\/blog\/wp-json\/wp\/v2\/posts\/6250","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.testleaf.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.testleaf.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.testleaf.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.testleaf.com\/blog\/wp-json\/wp\/v2\/comments?post=6250"}],"version-history":[{"count":4,"href":"https:\/\/www.testleaf.com\/blog\/wp-json\/wp\/v2\/posts\/6250\/revisions"}],"predecessor-version":[{"id":6292,"href":"https:\/\/www.testleaf.com\/blog\/wp-json\/wp\/v2\/posts\/6250\/revisions\/6292"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.testleaf.com\/blog\/wp-json\/wp\/v2\/media\/6251"}],"wp:attachment":[{"href":"https:\/\/www.testleaf.com\/blog\/wp-json\/wp\/v2\/media?parent=6250"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.testleaf.com\/blog\/wp-json\/wp\/v2\/categories?post=6250"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.testleaf.com\/blog\/wp-json\/wp\/v2\/tags?post=6250"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}