{"id":2962,"date":"2025-03-30T15:30:38","date_gmt":"2025-03-30T13:30:38","guid":{"rendered":"https:\/\/support.centreforelites.com\/?p=2962"},"modified":"2025-03-30T15:31:11","modified_gmt":"2025-03-30T13:31:11","slug":"characteristics-of-good-testing","status":"publish","type":"post","link":"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/","title":{"rendered":"Characteristics of Good Testing"},"content":{"rendered":"\n<p>Testing is a critical component of software <a href=\"https:\/\/support.centreforelites.com\/en\/definition-of-growth-and-development\/\">development<\/a>, ensuring that applications function as intended, meet user expectations, and maintain high quality. However, not all testing is equally effective. Good testing follows certain principles and exhibits key characteristics that distinguish it from superficial or inefficient testing practices.<\/p>\n\n\n\n<p>In this blog post, we will explore the essential characteristics of good testing, why they matter, and how they contribute to the overall success of software <a href=\"https:\/\/support.centreforelites.com\/en\/definition-of-growth-and-development\/\">development<\/a>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<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<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69dbb91c776aa\" class=\"ez-toc-cssicon-toggle-label\"><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><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69dbb91c776aa\"  aria-label=\"Toggle\" \/><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:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#1_Reliability_and_Consistency\" >1. Reliability and Consistency<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#Key_Aspects_of_Reliability\" >Key Aspects of Reliability:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#2_Maintainability\" >2. Maintainability<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#How_to_Ensure_Maintainability\" >How to Ensure Maintainability:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#3_Fast_Execution\" >3. Fast Execution<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#Optimizing_Test_Speed\" >Optimizing Test Speed:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#4_Comprehensive_Coverage\" >4. Comprehensive Coverage<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#5_Isolation_of_Test_Cases\" >5. Isolation of Test Cases<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#Best_Practices_for_Isolation\" >Best Practices for Isolation:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#6_Clarity_and_Readability\" >6. Clarity and Readability<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#Improving_Test_Readability\" >Improving Test Readability:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#7_Early_Detection_of_Defects\" >7. Early Detection of Defects<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#Strategies_for_Early_Detection\" >Strategies for Early Detection:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#8_Automation_Where_Possible\" >8. Automation Where Possible<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#When_to_Automate\" >When to Automate:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#9_Realistic_and_Relevant_Test_Data\" >9. Realistic and Relevant Test Data<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#Best_Practices_for_Test_Data\" >Best Practices for Test Data:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#10_Continuous_Improvement\" >10. Continuous Improvement<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/support.centreforelites.com\/en\/characteristics-of-good-testing\/#Conclusion\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Reliability_and_Consistency\"><\/span><strong>1. Reliability and Consistency<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A good test must be&nbsp;<strong>reliable<\/strong>, meaning it produces consistent results under the same conditions. If a test yields different outcomes when executed multiple times without any changes in the code or environment, it indicates instability. Reliable tests help developers trust the results and make informed decisions about code quality.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Key_Aspects_of_Reliability\"><\/span><strong>Key Aspects of Reliability:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Deterministic Execution:<\/strong>\u00a0The test should pass or fail based on the actual behavior of the code, not external factors like timing or randomness.<\/li>\n\n\n\n<li><strong>No False Positives\/Negatives:<\/strong>\u00a0Tests should accurately detect defects without misleading results.<\/li>\n\n\n\n<li><strong>Repeatable:<\/strong>\u00a0The same test should produce the same outcome when run in identical environments.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Maintainability\"><\/span><strong>2. Maintainability<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Tests should be&nbsp;<strong>easy to update<\/strong>&nbsp;as the software evolves. Poorly written tests with hardcoded values, unclear logic, or excessive dependencies become difficult to maintain over time.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_to_Ensure_Maintainability\"><\/span><strong>How to Ensure Maintainability:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Use Clear and Descriptive Names:<\/strong>\u00a0Test names should indicate their purpose (e.g.,\u00a0<code>testLoginWithInvalidCredentials<\/code>).<\/li>\n\n\n\n<li><strong>Avoid Duplication:<\/strong>\u00a0Reusable test utilities and helper functions reduce redundancy.<\/li>\n\n\n\n<li><strong>Follow the DRY Principle (Don\u2019t Repeat Yourself):<\/strong>\u00a0Common test setups should be abstracted into reusable components.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Fast_Execution\"><\/span><strong>3. Fast Execution<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Slow tests hinder productivity, especially in large projects where hundreds or thousands of tests run in continuous <a href=\"https:\/\/support.centreforelites.com\/en\/definitions-and-models-of-mental-health-and-illness\/\">integration<\/a> (CI) pipelines. A good test suite should execute&nbsp;<strong>quickly<\/strong>&nbsp;to provide rapid feedback.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Optimizing_Test_Speed\"><\/span><strong>Optimizing Test Speed:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prioritize Unit Tests:<\/strong>\u00a0They run faster than <a href=\"https:\/\/support.centreforelites.com\/en\/definitions-and-models-of-mental-health-and-illness\/\">integration<\/a> or end-to-end tests.<\/li>\n\n\n\n<li><strong>Mock External Dependencies:<\/strong>\u00a0Avoid unnecessary network calls or database interactions in unit tests.<\/li>\n\n\n\n<li><strong>Parallel Execution:<\/strong>\u00a0Run independent tests concurrently to reduce total execution time.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Comprehensive_Coverage\"><\/span><strong>4. Comprehensive Coverage<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Good testing ensures&nbsp;<strong>adequate coverage<\/strong>&nbsp;of different aspects of the application, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Functional Testing:<\/strong>\u00a0Verifies that features work as expected.<\/li>\n\n\n\n<li><strong>Edge Case Testing:<\/strong>\u00a0Checks unusual or extreme inputs.<\/li>\n\n\n\n<li><strong>Performance Testing:<\/strong>\u00a0Ensures the system handles expected load.<\/li>\n\n\n\n<li><strong>Security Testing:<\/strong>\u00a0Identifies vulnerabilities.<\/li>\n<\/ul>\n\n\n\n<p>However,&nbsp;<strong>100% coverage does not guarantee bug-free software<\/strong>. The focus should be on meaningful coverage\u2014testing critical paths and high-risk areas.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Isolation_of_Test_Cases\"><\/span><strong>5. Isolation of Test Cases<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Each test should be&nbsp;<strong>independent<\/strong>&nbsp;and not rely on the state of other tests. Shared states or dependencies between tests can lead to unpredictable failures.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Best_Practices_for_Isolation\"><\/span><strong>Best Practices for Isolation:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Reset State Before Each Test:<\/strong>\u00a0Use setup and teardown methods to ensure a clean environment.<\/li>\n\n\n\n<li><strong>Avoid Shared Variables:<\/strong>\u00a0Each test should manage its own data.<\/li>\n\n\n\n<li><strong>Use Mocks and Stubs:<\/strong>\u00a0Replace external services with controlled test doubles.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"6_Clarity_and_Readability\"><\/span><strong>6. Clarity and Readability<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Well-written tests serve as&nbsp;<strong>living documentation<\/strong>&nbsp;of the system\u2019s behavior. If a test is difficult to understand, it loses its value as a reference for future developers.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Improving_Test_Readability\"><\/span><strong>Improving Test Readability:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Follow the Arrange-Act-Assert (AAA) Pattern:<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Arrange:<\/strong>\u00a0Set up test conditions.<\/li>\n\n\n\n<li><strong>Act:<\/strong>\u00a0Execute the functionality being tested.<\/li>\n\n\n\n<li><strong>Assert:<\/strong>\u00a0Verify the expected outcome.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Use Descriptive Assertions:<\/strong>\u00a0Instead of\u00a0<code>assertTrue(result)<\/code>, prefer\u00a0<code>assertUserIsLoggedIn(result)<\/code>.<\/li>\n\n\n\n<li><strong>Minimize Complex Logic:<\/strong>\u00a0Tests should be simple and straightforward.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"7_Early_Detection_of_Defects\"><\/span><strong>7. Early Detection of Defects<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Good testing&nbsp;<strong>catches issues as early as possible<\/strong>&nbsp;in the <a href=\"https:\/\/support.centreforelites.com\/en\/definition-of-growth-and-development\/\">development<\/a> cycle. The cost of fixing a bug increases exponentially the later it is discovered.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Strategies_for_Early_Detection\"><\/span><strong>Strategies for Early Detection:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Shift-Left Testing:<\/strong>\u00a0Incorporate testing from the beginning of <a href=\"https:\/\/support.centreforelites.com\/en\/definition-of-growth-and-development\/\">development<\/a>.<\/li>\n\n\n\n<li><strong>Continuous <a href=\"https:\/\/support.centreforelites.com\/en\/definitions-and-models-of-mental-health-and-illness\/\">Integration<\/a> (CI):<\/strong>\u00a0Automatically run tests on every code change.<\/li>\n\n\n\n<li><strong>Static Code Analysis:<\/strong>\u00a0Use tools to detect potential issues before runtime.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"8_Automation_Where_Possible\"><\/span><strong>8. Automation Where Possible<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Manual testing is time-consuming and prone to human error.&nbsp;<strong>Automated tests<\/strong>&nbsp;provide consistency, speed, and scalability.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"When_to_Automate\"><\/span><strong>When to Automate:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Regression Testing:<\/strong>\u00a0Repeated checks for existing functionality.<\/li>\n\n\n\n<li><strong>Repetitive Scenarios:<\/strong>\u00a0Tests that run frequently (e.g., smoke tests).<\/li>\n\n\n\n<li><strong>Complex Workflows:<\/strong>\u00a0Scenarios that are difficult to test manually.<\/li>\n<\/ul>\n\n\n\n<p>However,&nbsp;<strong>not all tests should be automated<\/strong>\u2014exploratory testing and usability testing often require human judgment.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"9_Realistic_and_Relevant_Test_Data\"><\/span><strong>9. Realistic and Relevant Test Data<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Tests should use&nbsp;<strong>realistic data<\/strong>&nbsp;that mimics production scenarios. Synthetic or oversimplified data may hide defects.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Best_Practices_for_Test_Data\"><\/span><strong>Best Practices for Test Data:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Use Production-like Data (Anonymized if Necessary):<\/strong>\u00a0Ensures tests reflect real-world conditions.<\/li>\n\n\n\n<li><strong>Generate Dynamic Data:<\/strong>\u00a0Avoid hardcoding values that may become outdated.<\/li>\n\n\n\n<li><strong>Consider Boundary Cases:<\/strong>\u00a0Test with minimum, maximum, and invalid inputs.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"10_Continuous_Improvement\"><\/span><strong>10. Continuous Improvement<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Testing is not a one-time activity but an&nbsp;<strong>ongoing process<\/strong>. Teams should regularly:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Review Test Failures:<\/strong>\u00a0Analyze why tests fail and improve them.<\/li>\n\n\n\n<li><strong>Refactor Tests:<\/strong>\u00a0Keep them clean and efficient.<\/li>\n\n\n\n<li><strong>Update Test Cases:<\/strong>\u00a0Adapt to new requirements and features.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span><strong>Conclusion<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Good testing is not just about finding bugs\u2014it\u2019s about&nbsp;<strong>preventing them<\/strong>, improving software quality, and ensuring a smooth user experience. By adhering to these characteristics\u2014<strong>reliability, maintainability, speed, coverage, isolation, clarity, early detection, automation, realistic data, and continuous improvement<\/strong>\u2014teams can build robust test suites that contribute to long-term project success.<\/p>\n\n\n\n<p>Investing in good testing practices ultimately saves time, reduces costs, and enhances confidence in the software being delivered.<\/p>\n\n\n\n<p>What are your thoughts on effective testing? Share your experiences in the comments below!<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>Further Reading:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.manning.com\/books\/the-art-of-unit-testing\" target=\"_blank\" rel=\"noreferrer noopener\">The Art of Unit Testing<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/testing.googleblog.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Google\u2019s Testing Blog<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/martinfowler.com\/bliki\/TestCoverage.html\" target=\"_blank\" rel=\"noreferrer noopener\">Martin Fowler on Test Coverage<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Testing is a critical component of software development, ensuring that applications function as intended, meet user expectations, and maintain high [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","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":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"wds_primary_category":0,"footnotes":""},"categories":[48],"tags":[],"class_list":["post-2962","post","type-post","status-publish","format-standard","hentry","category-blog"],"aioseo_notices":[],"jetpack_featured_media_url":"","jetpack-related-posts":[{"id":936,"url":"https:\/\/support.centreforelites.com\/en\/characteristics-of-a-good-test\/","url_meta":{"origin":2962,"position":0},"title":"CHARACTERISTICS OF A GOOD TEST","author":"centreforelites","date":"November 3, 2022","format":false,"excerpt":"The characteristics of a good test are features that a test should have if it is to be real, trustworthy and informative. 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