
<p>At the intersection of testing and automation comes test data. Every tester deals with a variety of test data while executing the test cases. Not only do they maintain an extensive library of data useful in the testing process, but also generate a huge volume of data during the test runtime. And because data is such an important part of the testing process, it is important for testers to learn, understand, and correctly apply test data automation practices.</p>



<p>We explore the topic of efficiently approaching the test data collection, generation, maintenance, and automation techniques.</p>



<div id="toc_container" class="no_bullets"><p class="toc_title">Table Of Contents</p><ul class="toc_list"><li><a href="#What_is_Test_Data_Automation"><span class="toc_number toc_depth_1">1</span> What is Test Data Automation?</a></li><li><a href="#Why_Test_Data_Automation"><span class="toc_number toc_depth_1">2</span> Why Test Data Automation?</a></li><li><a href="#Test_Data_Automation_Drivers"><span class="toc_number toc_depth_1">3</span> Test Data Automation Drivers</a><ul><li><a href="#Making_Data_Available"><span class="toc_number toc_depth_2">3.1</span> Making Data Available</a></li><li><a href="#Data_Provisioning"><span class="toc_number toc_depth_2">3.2</span> Data Provisioning</a></li></ul></li><li><a href="#When_to_Perform_Test_Data_Automation"><span class="toc_number toc_depth_1">4</span> When to Perform Test Data Automation?</a></li><li><a href="#Steps_to_Automate_Test_Data"><span class="toc_number toc_depth_1">5</span> Steps to Automate Test Data</a><ul><li><a href="#Step_1_Extract"><span class="toc_number toc_depth_2">5.1</span> Step 1: Extract</a></li><li><a href="#Step_2_Manage"><span class="toc_number toc_depth_2">5.2</span> Step 2: Manage</a></li><li><a href="#Step_3_Provision"><span class="toc_number toc_depth_2">5.3</span> Step 3: Provision</a></li></ul></li><li><a href="#Key_Technology_Challenges_of_Test_Data_Automation"><span class="toc_number toc_depth_1">6</span> Key Technology Challenges of Test Data Automation</a></li><li><a href="#Tools_for_Test_Data_Automation"><span class="toc_number toc_depth_1">7</span> Tools for Test Data Automation</a></li><li><a href="#How_to_Perform_Use_Test_Data_While_Automating_Tests_with_Testsigma"><span class="toc_number toc_depth_1">8</span> How to Perform Use Test Data While Automating Tests with Testsigma?</a></li><li><a href="#Wrapping_Up"><span class="toc_number toc_depth_1">9</span> Wrapping Up!</a></li><li><a href="#Frequently_Asked_Questions"><span class="toc_number toc_depth_1">10</span> Frequently Asked Questions</a><ul><li><a href="#What_is_an_example_of_test_data_automation"><span class="toc_number toc_depth_2">10.1</span> What is an example of test data automation?</a></li><li><a href="#What_are_the_benefits_of_test_data_automation"><span class="toc_number toc_depth_2">10.2</span> What are the benefits of test data automation?</a></li></ul></li></ul></div>
<h2 id="h-what-is-test-data-automation"><span id="What_is_Test_Data_Automation">What is Test Data Automation?</span></h2>



<p>Test data automation refers to the process of automatically generating, managing, and provisioning test data for software testing purposes.&nbsp;</p>



<p>An example of test data in an automated testing process for a login system could be using a test data automation tool that generates a range of user credentials (usernames and passwords) with various combinations. These credentials are then seamlessly integrated into the testing framework, allowing comprehensive login scenario testing while ensuring data privacy through the masking of sensitive information.</p>



<h2 id="h-why-test-data-automation"><span id="Why_Test_Data_Automation">Why Test Data Automation?</span></h2>



<p>For any application, testers attempt to run test cases with real-life data to replicate the real-world scenario. Clearly, such an approach will uncover defects customers might face when the application becomes available to them. But sourcing or generating data that resembles a real-life setting is a painstaking process. Testers would either need to wait for the data to become accessible or spend time producing all of it themselves.</p>



<p>Moreover, With automation, your QA team can likely reduce these factors by more than half and improve the test case execution with accurate input data and understandable output data. In software testing, having appropriate and representative test data is crucial to ensure that the software is thoroughly and accurately tested. Test data automation aims to streamline and optimize the management of test data, making the testing process more efficient, reliable, and repeatable.</p>



<p>But creating, processing, and managing test data manually is laborious and extremely time-consuming. With data test automation, you can avoid all this, use reliable test data for the testing, and easily identify bugs that users might face later on.</p>



<h2 id="h-test-data-automation-drivers"><span id="Test_Data_Automation_Drivers">Test Data Automation Drivers</span></h2>



<p>Automating test data is not just popular because it decreases manual effort and time for testers. There are a couple of drivers that influence the way test data automation works in the industry.</p>



<h3 id="h-making-data-available"><span id="Making_Data_Available">Making Data Available</span></h3>



<p>Generating, processing, managing, and accessing test data is a lengthy process that requires involvement of nearly 3 to 4 individuals. Developers and testers request access to test data, and data analysts/administrators have to manage those data sets. Evidently, all these people need to stay on top of the project progress with fresh data when the demand comes.</p>



<p>Automating test data reduces manual dependency on all of these professionals. It further improves the accuracy of managing such critical data sets without delaying the process if any of the involved parties is not available at the moment.</p>



<h3 id="h-data-provisioning"><span id="Data_Provisioning">Data Provisioning</span></h3>



<p>In handling test data and using it correctly, one of the major issues is giving access control to development and QA. Data provisioning ensures that the right data is available in the right format and at the right time to support different business processes and activities. Such an approach would automatically remove multiple layers of requests and messaging between teams and members, boosting the testing process in terms of time and efficiency.</p>



<h2 id="h-when-to-perform-test-data-automation"><span id="When_to_Perform_Test_Data_Automation">When to Perform Test Data Automation?</span></h2>



<p>It is clear that introducing test data automation into your testing strategy can significantly boost efficiency and accuracy. Here are all the times you should perform test data automation:</p>



<ul><li>Make the most of test data automation when you are laying down the groundwork for your testing process to ensure that data provisioning aligns seamlessly with your testing processes and minimizes disruptions.&nbsp;</li><li>Kick-starting test data automation before crafting extensive test scripts paves the way for smoother test case creation.&nbsp;</li><li>Incorporate test data automation as data complexity increases to provide results, effectively managing intricate data requirements.</li></ul>



<h2 id="h-steps-to-automate-test-data"><span id="Steps_to_Automate_Test_Data">Steps to Automate Test Data</span></h2>



<p>Test data is important. Test automation is equally important. Next comes the procedure to automate test data. Here’s an easy flow you can follow:</p>



<h3 id="h-step-1-extract"><span id="Step_1_Extract">Step 1: Extract</span></h3>



<p>Identify all the data sources required for your testing needs and integrate your automation tool with those sources. Connecting with all the original source data helps to synchronize data collection and extraction.&nbsp;</p>



<h3 id="h-step-2-manage"><span id="Step_2_Manage">Step 2: Manage</span></h3>



<p>The next step is to properly handle the data you are extracting for your work purpose. It consists of integrating, masking, transforming, subsetting, and generating test datasets using the right <a href="https://testsigma.com/test-data-management-tools" target="_blank" rel="noreferrer noopener">test data management tools</a>.</p>



<h3 id="h-step-3-provision"><span id="Step_3_Provision">Step 3: Provision</span></h3>



<p>The final stage is to efficiently provision the data to the respective testing environments using the same tools as and when the requirements for the data arise. And because you are not requesting data directly from the source, there are no instances of downtime recorded of data sources.</p>



<h2 id="h-key-technology-challenges-of-test-data-automation"><span id="Key_Technology_Challenges_of_Test_Data_Automation">Key Technology Challenges of Test Data Automation</span></h2>



<p>Following the three steps to drive your test data automation is helpful but not entirely efficient. There are certain factors that impact the automation test data scenario that you need to look out for:</p>



<ul><li>Usually, companies run a data extraction process once a month or so, i.e., they take the data out from the sources for their work. But in such cases, data becomes old or irrelevant, which then affects the testing quality. Using smart synchronization techniques or regularly fishing out stale data can help in this case.</li><li>Data masking is a critical part of the data management process that safeguards customer and business information. Most of the time, companies do not focus on data masking before saving data in their system. You can use in-flight data masking tools to mask and send data to the required system.</li><li>Data provisioning becomes a hectic task when a variety of data is coming from different sources. This challenge calls for weeding out the instances when complex data is needed for testing and addressing the situation accordingly.</li><li>It can be challenging to integrate test data automation with the existing testing tools, frameworks, and automation scripts. Selecting tools that support test data management and testing processes is the right way to go here.</li></ul>



<h2 id="h-tools-for-test-data-automation"><span id="Tools_for_Test_Data_Automation">Tools for Test Data Automation</span></h2>



<ul><li><strong>Testsigma:</strong> It is a cloud-based test automation platform that supports data-driven testing, integrated data sources, and dynamic data generation. The tool helps manage reusable test data sets and facilitates collaboration, enabling efficient and streamlined test data management for your automated testing processes.</li></ul>



<div class="cta-banner-v2">
<div class="title-with-description ">
<p class="title">Create Automated  tests 10X faster in plain English and validate data on Cloud using Testsigma.</p>
</div>
<a href="https://testsigma.com/signup" target="_blank" class="cta-btn-v1" rel="noopener">Try for free</a>
</div>



<ul><li><strong>Tricentis Tosca:</strong> It offers data provisioning and synthetic data generation capabilities to create realistic test data, integrate with various testing frameworks, and manage data privacy and compliance.</li><li><strong>Informatica Test Data Management:</strong> Informatica TDM provides data masking, subsetting, and data generation features. It ensures secure and compliant test data provisioning across different environments.</li><li><strong>GenRocket:</strong> GenRocket is a <a href="https://testsigma.com/blog/test-data-generation-tools/" target="_blank" rel="noreferrer noopener">test data generation tool</a> specializing in allowing users to model and generate data for various testing scenarios.</li><li><strong>Delphix:</strong> This tool offers data virtualization and masking capabilities to create lightweight, on-demand test data subsets while safeguarding sensitive information.</li></ul>



<h2 id="h-how-to-perform-use-test-data-while-automating-tests-with-testsigma"><span id="How_to_Perform_Use_Test_Data_While_Automating_Tests_with_Testsigma">How to Perform Use Test Data While Automating Tests with Testsigma?</span></h2>



<p>Suppose you have a login page to test using multiple username and password entries. You can use Testsigma to create these test data directly within the tool and pull the same in your test scripts.</p>



<p>Let’s start with developing test data. Log into your Testsigma account and navigate to <strong><em>Create Test Data Profile, </em></strong>as shown in the below image.</p>



<div class="wp-block-image"><figure class="aligncenter"><img src="https://lh4.googleusercontent.com/YeAPGXkibRBpPWqlwoyQtmXoE1HcLodD1k5HoXEsXCvJfSr639Fmg4iCfvs0ABEqPIxOGKucSpz6O3JSofViGqyAkk-331Vyopjnar-_tXZ7NCWbC-RzBh1EscNLGpOwNgPHfbPqU_SsRMY8D6UMgdc" alt="Test data profile"/></figure></div>



<p><p style="padding-top:30px">Now, give your data profile a <strong><em>Name </em></strong>and enter names for the data set you want to create. We have given two data sets here: Valid and Invalid.&nbsp;</p></p>



<p><p style="padding-bottom:30px">Then, fill in the names of columns that will show the set of values that each data set will have. You can add more columns by clicking on the + button on the top right. Click on <strong><em>Create.</em></strong> It is shown in the image below.</p></p>



<div class="wp-block-image"><figure class="aligncenter is-resized"><img loading="lazy" src="https://lh6.googleusercontent.com/cNEw9tDDdTrbNFpnz2cBui6LavhKezjdJLS3dCjsT3u-ncQnoZ6cR2RuVSrao4qf-peyB3WVioaFwuBUDfzq7cqqVaUop_1-x5RWO0lvYnzN5lkqPAGSz_18cWCkuYYmVHE5UPIlhE5fvquraBdF3y8" alt="test data profile creation" width="43" height="20"/></figure></div>



<p style="padding-top:30px">Your data set is created and available for use in the test cases.</p>



<p><p style="padding-bottom:30px">But before adding the data to your test script, you need to associate a test data profile<strong><em> </em></strong>to the test case. To do that, head over to the <strong><em>Edit Test Case </em></strong>option and select the choice of your test data under the <strong><em>Test Data Profile </em></strong>dropdown. Here we have selected the test data we created.</p></p>



<div class="wp-block-image"><figure class="aligncenter"><img src="https://lh4.googleusercontent.com/E0dS7RTAPGzX4bSm4cYSus2RbB51cWRqIpNa8KfmdZ5DB9KT9YD_s_Pt7hQ_kuik7l2Wxw9qbZf6lSKKtO7BqXh5pV4__q78mfR10rDX-TsyznZnGMtKAHpW1TjFdyb23wqAublQzuxdLhHNunkQ7wM" alt="Test cases"/></figure></div>



<p><p style="padding-bottom:30px;padding-top:30px">Next, you can add the data to the test step by right-clicking on the step using the <strong><em>@|Parameter| </em></strong>option in the dropdown.</p></p>



<div class="wp-block-image"><figure class="aligncenter"><img src="https://lh4.googleusercontent.com/o8sSgZb579dG8W--qOvaDO5P5EKGxnB6ywz54b7wWODSD--yFEOlnchq19OKM-wQR9I1TpYUDCeI-tuV54JSuKGCUUEEiCym64-_4p5DN2ZBpeAgC2TY_AQuXS-01oUGpPxatg41LVLfjwe8ZyKxsdM" alt="Test steps"/></figure></div>



<p><p style="padding-bottom:30px;padding-top:30px">Selecting the above option will display the below page, where you can see the test data associated with this particular test case.</p></p>



<figure class="wp-block-image"><img src="https://lh4.googleusercontent.com/-M2mkXr4ayWKrt7ZX4D6BNbQv_mKMmD6JANGgqQTq2EL-k2Tl2YA_Ql-i121Qo8TK1tfna9hKyt4cNhQ5wHKseKU_CGXg2dx7ZpLwHhNdMKlqz6htx39-DMPH-p0EbGJKaTYPrO7wIfSe2LnXJxNmcw" alt="Test data"/></figure>



<p><p style="padding-top:30px">You can further enable the <a href="https://testsigma.com/data-driven-testing" target="_blank" rel="noreferrer noopener">Data-driven testing</a> toggle button. Once you have done that in your testing, you can narrow and customize the various data sets from your test data profile that are being used in your test case using the filters iteration, parameter, and set name. Follow this <a href="https://testsigma.com/docs/test-data/create-data-profiles/" target="_blank" rel="noreferrer noopener">tutorial</a> to know more.</p></p>



<p>Besides this, Testsigma is a full-fledged test automation platform that provides data-driven testing options along with importing test data from external sources and updating them as per the need.</p>



<p>Leverage the multifaceted benefits of Testsigma to test for web, mobile, and APIs. Take your testing process to the next level within a matter of days. </p>



<div class="cta-banner-v2">
<div class="title-with-description ">
<p class="title">With Testsigma, test on 3000+ browsers and devices and Debug test failures visually with recordings and logs.</p>
</div>
<a href="https://testsigma.com/signup" target="_blank" class="cta-btn-v1" rel="noopener">Try for free</a>
</div>



<h2 id="h-wrapping-up"><span id="Wrapping_Up">Wrapping Up!</span></h2>



<p>Testers require test data at every point in the testing process. To fulfill this need, businesses focus on generating and handling data, a task that demands time from many people. And if anything goes awry in the middle of this work, testers have to wait for the fresh set of data to become available to them. Quite frankly, the entire process is lengthy and time-consuming.</p>



<p>With test data automation, you can avoid all such problems and make relevant data accessible to testers when they need it and where they need it. All you have to do is select a test data management tool that supports your testing requirements.</p>



<p>After you followed through with this complete post, you could easily understand the significance of test data and how you can make the best use of it.</p>



<h2 id="frequently-asked-questions"><span id="Frequently_Asked_Questions">Frequently Asked Questions</span></h2>



<h3 id="what-is-an-example-of-test-data-automation"><span id="What_is_an_example_of_test_data_automation">What is an example of test data automation?</span></h3>



<p>An example of test data automation would be to create and gather the necessary data to check an e-commerce website. Test data automation entails the automatic creation of a range of user profiles encompassing various demographic details, interests, and purchasing behaviors.</p>



<h3 id="what-are-the-benefits-of-test-data-automation"><span id="What_are_the_benefits_of_test_data_automation">What are the benefits of test data automation?</span></h3>



<p>Test data automation accelerates testing cycles by swiftly generating diverse data scenarios, enhances test coverage for various use cases, ensures data accuracy for reliable results, and reduces manual effort, boosting overall testing efficiency.</p>


Test Data Automation | What it is, When & How to Perform?


<p>In today’s fast-paced and digital world, mobile applications have become an integral part of our daily lives. From entertainment, communication, productivity, and even commerce, these applications play an important role in enhancing user experience. Imagine being engrossed in a mobile game application, navigating its features with excitement, when suddenly a call comes in, or even a message notification comes up. What happens next can make or mar a user&#8217;s experience. This is why it is important to ensure that mobile applications can handle interruptions properly before releasing for production. In this blog, we will be diving into the world of interruption testing in mobile applications.</p>



<div id="toc_container" class="no_bullets"><p class="toc_title">Table Of Contents</p><ul class="toc_list"><li><a href="#What_is_Interruption_Testing"><span class="toc_number toc_depth_1">1</span> What is Interruption Testing?</a></li><li><a href="#Categories_of_Interruption_Testing_in_Mobile_Applications"><span class="toc_number toc_depth_1">2</span> Categories of Interruption Testing in Mobile Applications</a></li><li><a href="#Types_of_Interruptions_in_Mobile_Applications"><span class="toc_number toc_depth_1">3</span> Types of Interruptions in Mobile Applications</a></li><li><a href="#Resolution_in_cases_of_an_interruption"><span class="toc_number toc_depth_1">4</span> Resolution in cases of an interruption</a></li><li><a href="#How_to_Perform_Interruption_Testing_In_Mobile_Applications"><span class="toc_number toc_depth_1">5</span> How to Perform Interruption Testing In Mobile Applications</a></li><li><a href="#Automating_Interruption_Testing"><span class="toc_number toc_depth_1">6</span> Automating Interruption Testing</a></li><li><a href="#Interruption_Testing_Checklist"><span class="toc_number toc_depth_1">7</span> Interruption Testing Checklist</a></li><li><a href="#Summary"><span class="toc_number toc_depth_1">8</span> Summary</a></li><li><a href="#Frequently_Asked_Questions"><span class="toc_number toc_depth_1">9</span> Frequently Asked Questions</a><ul><li><a href="#1_Is_it_possible_to_perform_interruption_testing_on_a_device_emulator"><span class="toc_number toc_depth_2">9.1</span> 1. Is it possible to perform interruption testing on a device emulator?</a></li><li><a href="#2_Why_is_interruption_testing_necessary"><span class="toc_number toc_depth_2">9.2</span> 2. Why is interruption testing necessary?</a></li></ul></li></ul></div>
<h2 id="h-what-is-interruption-testing"><span id="What_is_Interruption_Testing"><strong>What is Interruption Testing?</strong></span></h2>



<p>Interruption testing is a type of <a href="https://testsigma.com/mobile-testing" target="_blank" rel="noreferrer noopener">mobile app testing</a> and is the process of testing a mobile application’s response and ability to handle and recover from unexpected interruptions effectively.&nbsp;</p>



<p>For example, let’s say you are in the middle of an online transaction on an e-commerce mobile application when you receive an important message from a potential client, and you switch to your messaging app to check the message, and upon returning to the e-commerce mobile app, you realized that all the goods you have previously added to the cart are no longer there. In this scenario, it means the e-commerce app is unable to return to its previous state after an interruption.&nbsp;</p>



<p>The primary objective of interruption testing is to ensure that an application maintains its integrity during and after the occurrence of interruptions, with the end goal of providing users with a smooth and uninterrupted experience.</p>



<h2 id="categories-of-interruption-testing-in-mobile-applications"><span id="Categories_of_Interruption_Testing_in_Mobile_Applications"><strong>Categories of Interruption Testing in Mobile Applications</strong></span></h2>



<p>There are three categories of interruption testing in mobile applications:</p>



<ul><li><strong>Device Dependent &#8211; </strong>This has to do with testing a mobile app’s ability to handle interruption that is based on the built-in features of the device that is being tested. Some of these interruptions include device locking, low battery, and shutting down the device.&nbsp;</li><li><strong>Network Dependent &#8211; </strong>This has to do with a mobile app’s ability to handle interruptions that are based on network, for example, switching from one network provider to another or switching from one type of network signal to another (3G to 4G).</li><li><strong>Functionality Dependent &#8211; </strong>This has to do with testing a mobile app’s ability to handle a combination of interruptions from other mobile applications or from the device. These can be incoming calls, message notifications, and notifications from other applications.</li></ul>



<h2 id="types-of-interruptions-in-mobile-applications"><span id="Types_of_Interruptions_in_Mobile_Applications"><strong>Types of Interruptions in Mobile Applications</strong></span></h2>



<p>There are different types of interruptions in mobile applications, some of which we are very familiar with. They include and are not limited to:</p>



<ul><li>Incoming phone calls</li><li>Incoming messages</li><li>Charging a device while using a mobile application</li><li>Disconnecting a device while using a mobile application</li><li>Alarm notifications</li><li>Network disconnection</li><li>Network switch&nbsp;</li><li>Low battery</li><li>Full battery</li><li>Network restoration</li><li>A device shutting down</li><li>Clicking on an external link</li><li>Changing network providers while using a mobile application</li></ul>



<h2 id="resolution-in-cases-of-an-interruption"><span id="Resolution_in_cases_of_an_interruption"><strong>Resolution in cases of an interruption</strong></span></h2>



<p>In the context of interruption testing in mobile applications, resolution refers to the actions taken by the mobile application to handle and recover from an interruption. When an interruption occurs while using a mobile application, the application is expected to respond appropriately to ensure that the user’s experience remains seamless and uninterrupted. Here are some common resolutions for different types of interruption.</p>



<p><strong>1. Show Alert</strong></p>



<p>This can be explained as when a mobile application is in use and messages from the device or from other applications come up. The application should show incoming messages in a non-intrusive manner, like an alert or a notification banner, providing the user with the option to read, dismiss or respond to the message without leaving the mobile application entirely.</p>



<p><strong>2. Run in the background</strong></p>



<p>In this case, the interruption takes over while the application takes a back seat. When an interruption occurs, some mobile applications have the capacity to run in the background, which allows the app to continue performing certain tasks while the user attends to the interruption. For example, a user is using a navigation application to find their way to a train station, and they receive an incoming call. The navigation app should run in the background, allowing the user to answer the call without leaving the navigation. Once the call ends, the user can seamlessly return to the navigation and it would look like there was never an interruption.</p>



<p><strong>3. Call to Action</strong></p>



<p>There are cases where an interruption in a mobile application may require a user’s input or decision-making. For example, a user is playing a game on the mobile phone and they receive a notification that the device’s battery has become critically low. The application displays a call to action message asking if the user wants to switch to a power-saving mode to conserve battery. The user can then choose to enable power saving mode to conserve the device’s battery life while continuing with the game.</p>



<p><strong>4. No impact</strong></p>



<p>In some certain situations, an interruption may have no significant impact on an application’s activity or a user’s experience. For example, when a device is plugged in for charging while using an application, there is no alert or call-to-action resolution. This ensures that the application continues to run seamlessly without requiring any immediate action or input from the user.</p>



<h2 id="how-to-perform-interruption-testing-in-mobile-applications"><span id="How_to_Perform_Interruption_Testing_In_Mobile_Applications"><strong>How to Perform Interruption Testing In Mobile Applications</strong></span></h2>



<p>Performing interruption testing in mobile applications means simulating interruptions to evaluate how the application handles and recovers from them. Here are steps on how to conduct interruption testing in mobile applications.</p>



<p><strong>1. Identify critical scenarios&nbsp;</strong></p>



<p>It is important to identify the interruptions that are relevant to a mobile application and could potentially impact a user’s experience. Highlight common interruption scenarios like incoming calls, incoming messages, alarms, low battery warnings, and network interruptions.</p>



<p><strong>2. Develop and Design Test Cases&nbsp;</strong></p>



<p>After identifying these interruption scenarios, create test cases for them, highlighting the expected behavior of the mobile application to the identified interruptions and the desired outcome that is expected after the interruption has been resolved.</p>



<p><strong>3. Set up Testing Environment</strong></p>



<p>Prepare a <a href="https://www.tutorialspoint.com/test-environment-for-software-testing" target="_blank" rel="noreferrer noopener">testing environment </a>to carry out the interruption testing. Use tools or scripts to automate the interruption events.</p>



<p><strong>4. Implement Automation</strong></p>



<p>Automation can significantly enhance the coverage and efficiency of interruption testing. Consider using automation tools or frameworks to automate the process. This enables us to carry out repeated testing and to ensure consistent and fast testing.</p>



<p><strong>5. Execute Test Cases</strong></p>



<p>Carry out testing on different mobile devices and operating systems (Android, iOS) to ensure comprehensive coverage. During the process, observe closely how the app responds during and after the interruptions.</p>



<p><strong>6. Analyze the Test Results</strong></p>



<p>At this stage, thoroughly analyze the test results to identify any issues or unexpected behaviors experienced during the testing. Determine if the app performs as expected in each interruption scenario and if there is room for improvement.</p>



<h2 id="automating-interruption-testing"><span id="Automating_Interruption_Testing"><strong>Automating Interruption Testing</strong></span></h2>



<p>Automating interruption testing involves leveraging specialized testing tools and frameworks to simulate interruptions automatically without the need for manual intervention. Utilizing specialized testing tools and frameworks to automatically mimic disruptions without operator involvement is known as automating interruption testing. Using an automated process, QA teams and developers can thoroughly test how well their mobile apps can manage various interruption scenarios.&nbsp;</p>



<p><a href="https://testsigma.com/automated-testing" target="_blank" rel="noreferrer noopener">Automated testing</a> mimics real-world disruptions to make sure that the app can reliably pause, restart, and recover data, ensuring a positive user experience even under difficult circumstances.</p>



<p>Software development and testing teams can harness the full potential of automation testing by exploring various automated testing platforms. <a href="https://testsigma.com/" target="_blank" rel="noreferrer noopener">Testsigma</a> is a powerful example of such a platform.&nbsp;</p>



<p><br><p><button class="btn bg-primary cta-btn" style="margin: auto"><a href="https://testsigma.com/signup" target="_blank" rel="noopener noreferrer" style="color:#fff">Automate your mobile application tests, 10x faster, with Testsigma</a></button></p><br></p>



<h2 id="interruption-testing-checklist"><span id="Interruption_Testing_Checklist"><strong>Interruption Testing Checklist</strong></span></h2>



<p>Now that we have covered the basics of interruption testing and how to perform it, this checklist will help you get started with it. This checklist has been listed based on the three categories of interruption testing in mobile applications.</p>



<p><strong>1. Device Dependent</strong></p>



<ul><li>Create an interruption by setting an alarm or running a timer to see how well the mobile application handles it.&nbsp;</li><li>Lock the device when performing a task on a mobile application and unlock it to see how the mobile application responds.</li><li>Check that every feature is operational when the device is hot because some features, like the flash, won&#8217;t function in such conditions.</li><li>Check to determine if the progress achieved on the mobile app is saved by performing a sudden device restart.</li><li>Make sure the mobile app doesn&#8217;t lag or crash when using it in battery-saving mode.</li><li>Use the mobile app when the device is charging to see if any overheating issues are present.</li></ul>



<p><strong>2. Network Dependent</strong></p>



<ul><li>Switch from WiFi to a mobile network while using a mobile application to see if it has any impact on its performance.</li><li>If the device supports two networks, try switching from one network to another while the mobile app is being used.</li><li>Connect and disconnect the mobile device to and from an external source like a speaker or earphone to see if the mobile application’s audio is routed correctly.</li><li>Check if the offline functions of your mobile app work as expected by activating Airplane mode and using it.</li><li>If a file download or upload feature is available, ensure that it continues when you reconnect to the network after any disruption.</li><li>Use your mobile app when the network is throttled to make sure the functionality is unaffected.</li></ul>



<p><strong>3. Functionality Dependent</strong></p>



<ul><li>Use the pop-up reply feature or mark a message as read to see if the mobile app responds to it appropriately.</li><li>Answer/Reject an incoming call while using your mobile app and see if the user can resume from where they left off.</li><li>See if there are any effects by opening YouTube or another media app that supports picture-in-picture mode over the app you are evaluating.</li><li>Update your mobile app to the latest version and see if all the saved data is retained safely.</li><li>Make sure all background-operating features on your mobile app, such as those that download files, track scores, and so forth, function as intended.</li><li>Use your mobile app with an active pop-up for any app like Facebook Messenger and see if it works as expected.</li></ul>



<h2 id="summary"><span id="Summary"><strong>Summary</strong></span></h2>



<p>Interruption testing is a crucial aspect of mobile application testing that ensures uninterrupted and seamless user experiences. The resilience and recovery capacities of a mobile application can be evaluated by software testers by identifying and simulating different interruption scenarios. Utilizing automated testing tools and platforms can make the process of interruption testing more efficient and reliable.</p>



<h2 id="frequently-asked-questions"><span id="Frequently_Asked_Questions">Frequently Asked Questions</span></h2>



<h3 id="1-is-it-possible-to-perform-interruption-testing-on-a-device-emulator"><span id="1_Is_it_possible_to_perform_interruption_testing_on_a_device_emulator">1. Is it possible to perform interruption testing on a device emulator?</span></h3>



<p>Yes, it is possible to use device emulators to perform interruption testing by simulating various interruption scenarios to see how mobile applications respond and recover from them.</p>



<h3 id="2-why-is-interruption-testing-necessary"><span id="2_Why_is_interruption_testing_necessary">2. Why is interruption testing necessary?</span></h3>



<p>Interruption testing is needed to guarantee a smooth and seamless user experience and to also ensure the reliability of mobile applications. By simulating real-world scenarios, it ensures that mobile applications can handle interruptions effectively, prevent data loss and crashes, and ultimately improve user satisfaction.</p>


Interruption Testing - How To Perform In Mobile Applications

Interruption Testing – How To Perform In Mobile Applications


<p>Documentation is an important part of software development, and so is test documentation. You need to ensure your software works effectively for your end users and fulfills its intended purpose.Still, many development teams may not consider documentation the most exciting task on their to-do list.&nbsp;</p>



<p>And yet, manual testers, test engineers, functional testers and QA analysts all need effective documentation to achieve their goals concerning software testing in the <a href="https://testsigma.com/blog/phases-of-testing/" target="_blank" rel="noreferrer noopener">Software Testing Lifecycle</a> (STLC).&nbsp;</p>



<p>Testing documentation is essential for software teams who see the value in thoroughly testing their software for bugs, poor functionality, and other issues.&nbsp;</p>



<div id="toc_container" class="no_bullets"><p class="toc_title">Table Of Contents</p><ul class="toc_list"><li><a href="#What_Is_documentation_for_testing"><span class="toc_number toc_depth_1">1</span> What Is documentation for testing?</a></li><li><a href="#Importance_of_documentation_for_testers_and_testing"><span class="toc_number toc_depth_1">2</span> Importance of documentation for testers and testing</a></li><li><a href="#What_documentation_do_QA_teams_use"><span class="toc_number toc_depth_1">3</span> What documentation do QA teams use?</a><ul><li><a href="#Test_case"><span class="toc_number toc_depth_2">3.1</span> Test case</a></li><li><a href="#Test_plan"><span class="toc_number toc_depth_2">3.2</span> Test plan</a></li><li><a href="#Test_scenario"><span class="toc_number toc_depth_2">3.3</span> Test scenario</a></li><li><a href="#Test_report"><span class="toc_number toc_depth_2">3.4</span> Test report</a></li><li><a href="#Checklist"><span class="toc_number toc_depth_2">3.5</span> Checklist</a></li><li><a href="#Bug_report"><span class="toc_number toc_depth_2">3.6</span> Bug report</a></li><li><a href="#Requirements"><span class="toc_number toc_depth_2">3.7</span> Requirements</a></li></ul></li><li><a href="#When_can_documentation_be_too_much"><span class="toc_number toc_depth_1">4</span> When can documentation be too much?</a></li><li><a href="#Best_practices_for_getting_best_results_from_documentation_for_testing"><span class="toc_number toc_depth_1">5</span> Best practices for getting best results from documentation for testing</a></li><li><a href="#Summary"><span class="toc_number toc_depth_1">6</span> Summary</a></li><li><a href="#Frequently_Asked_Questions"><span class="toc_number toc_depth_1">7</span> Frequently Asked Questions</a><ul><li><a href="#1_What_does_documentation_for_testing_contain"><span class="toc_number toc_depth_2">7.1</span> 1. What does documentation for testing contain?</a></li><li><a href="#2_What_are_the_types_of_documentation_for_testers_and_testing"><span class="toc_number toc_depth_2">7.2</span> 2. What are the types of documentation for testers and testing?</a></li></ul></li></ul></div>
<h2 id="h-what-is-documentation-for-testing"><span id="What_Is_documentation_for_testing"><strong>What Is documentation for testing?</strong></span></h2>



<p>You may be familiar with software testing, but what is testing documentation? Test documentation is defined as any documentation that is produced during the testing phase of the software development process, enabling the QA team to test the product and help fulfill requirements effectively.</p>



<p>Software test documentation refers to artifacts that may be produced before, during, and after the testing phase to enable successful testing. It includes records and plans for testing tasks that keep testers informed about the state of the software testing.</p>



<p>Test documentation enables testing teams to formulate a coherent plan for thoroughly testing a software product and systematically check all the boxes for designing, implementing tests and recording results.&nbsp;</p>



<h2 id="h-importance-of-documentation-for-testers-and-testing"><span id="Importance_of_documentation_for_testers_and_testing"><strong>Importance of documentation for testers and testing</strong></span></h2>



<p>Whether you are a C-level executive, developer, test engineer, QA analyst, or product team member, you must know about test documentation. Having <a href="https://document360.com/blog/internal-documentation/" target="_blank" rel="noreferrer noopener">internal documentation</a> also facilitates seamless knowledge sharing within the team, ensuring everyone is on the same page and promoting collaboration for effective testing.</p>



<ul><li><strong>Documentation should be part of your definition of done. </strong>For example, you shouldn’t be able to test a feature until it has the appropriate documentation. Test documentation is a vital part of that process, and receiving the correct documentation from the developers, such as a software requirements spec, is critical for effective testing.&nbsp;</li><li><strong>Test documentation eliminates much of the confusion and anxiety involved in the testing phase</strong> of your software product when your entire testing team has access to the appropriate documents. Testing teams understand what needs to be tested and have access to detailed plans of how the testing is intended to be executed.</li><li><strong>Test documentation saves time by clearly articulating the tasks that need to be completed</strong> by engineers, analysts, and so on. It prevents testing taking up more resources than it needs, and testers spend less time rehashing topics that have already been decided, improving overall <a href="https://testsigma.com/blog/test-efficiency/" target="_blank" rel="noreferrer noopener">test efficiency</a>.&nbsp;</li><li><strong>You have a record of the changes that have been made</strong> to your software and any bugs that have resulted.&nbsp;</li><li><strong>New members of your team can get up to speed with the testing phase</strong> through access to comprehensive test documentation.&nbsp;&nbsp;</li><li><strong>Clients may require test documentation</strong> to arrive at the successful completion of the software project.</li></ul>



<h2 id="h-what-documentation-do-qa-teams-use"><span id="What_documentation_do_QA_teams_use"><strong>What documentation do QA teams use?</strong></span></h2>



<p>The most frequently used artifacts used in test documentation are as follows:&nbsp;</p>



<h3 id="h-test-case"><span id="Test_case"><strong>Test case</strong></span></h3>



<p>A <a href="https://testsigma.com/guides/what-is-test-case/" target="_blank" rel="noreferrer noopener">test case</a> is a detailed description of the exact steps a tester needs to go through to evaluate the functionality of a particular feature, including the criteria for passing the test. Test cases result in standardization for different testers conducting the same software test.&nbsp;</p>



<h3 id="h-test-plan"><span id="Test_plan"><strong>Test plan</strong></span></h3>



<p>A test plan is a comprehensive overview of all the activities involved in the testing phase of the software development cycle. It includes the testing scope, scheduling, and resources to provide a high-level perspective for the QA team when conducting their work.&nbsp;</p>



<h3 id="h-test-scenario"><span id="Test_scenario"><strong>Test scenario</strong></span></h3>



<p>A test scenario clearly outlines the multiple methods of testing the software, which leads to individual test cases being developed. It involves identifying how the user could misuse the system and planning tests for those outcomes.</p>



<h3 id="test-report"><span id="Test_report"><strong>Test report</strong></span></h3>



<p>A record of the status of each test case that has been run so you can look back on the outcome of each test. The test report gives a broad overview of all the testing activities that have been performed, while a defect report records any feature in the software that fails to work as expected.&nbsp;</p>



<h3 id="h-checklist"><span id="Checklist"><strong>Checklist</strong></span></h3>



<p>A checklist is an alternative to a test case which provides a list of the software features that the tester needs to analyze, alongside a description of their functionality and the test outcome.&nbsp;</p>



<h3 id="h-bug-report"><span id="Bug_report"><strong>Bug report</strong></span></h3>



<p>One of the primary jobs of a tester is to search for bugs within the software, and a bug report is a log of any bugs identified alongside the process for how to recreate the bug. It includes details of the impact the bug will have on the system and recommendations for prioritizing it.</p>



<h3 id="h-requirements"><span id="Requirements"><strong>Requirements</strong></span></h3>



<p>Also known as a software requirements specification, the requirement is a full description of the functions and features of the software being built to ensure that all teams, including software, product and testing, are fully informed.&nbsp;</p>



<h2 id="h-when-can-documentation-be-too-much"><span id="When_can_documentation_be_too_much"><strong>When can documentation be too much?</strong></span></h2>



<p>Though we have covered the main advantages of test documentation,&nbsp; a scenario can arise in which documentation is too much for your team. Firstly, it can be very time consuming to maintain the documentation, which is time that could be spent on other tasks that are more critical to the software development process. Your testing team members may not be best deployed in writing documentation.&nbsp;</p>



<ul><li>If you don’t use professional writers, the documentation could be poorly written, making it hard for your testers to use the documents in their work and affecting the uptake of the documentation.&nbsp;</li><li>Outdated documentation could create confusion among your test team and slow down the software development process. Inaccuracies can lead to errors and loss of faith in your testing team, who are struggling to fulfill their roles without relevant documentation.</li><li>Finally, the cost of producing and maintaining the test documentation may outweigh its value in the organization, especially if the team uses it sparingly.&nbsp;</li></ul>



<p>That being said, test documentation as a whole increases the chances of success for your testing team and the overall software development project, as long as you can avoid these common pitfalls.&nbsp;</p>



<p>Investing in just enough, rather than too much, documentation is key to an effective testing process.&nbsp;</p>



<h2 id="h-best-practices-for-getting-best-results-from-documentation-for-testing"><span id="Best_practices_for_getting_best_results_from_documentation_for_testing"><strong>Best practices for getting best results from documentation for testing</strong></span></h2>



<p>Here are some best practices for writing the best test documentation that performs well in practice.&nbsp;</p>



<ul><li><strong>Use a knowledge base system as a single source of truth – </strong>you want your test documentation to be kept all in one place so every team member knows where to find your documents without wasting time searching. Without a single source of truth, team members may lose faith in the documentation or recreate documents needlessly.&nbsp;</li><li><strong>Keep your test documentation up-to-date in line with shifting requirements </strong>– it hardly needs to state that the requirements of a software product are constantly changing, so you’ll need to keep your documentation in line with these shifts, to reflect the state of the software accurately.&nbsp;</li><li><strong>Keep your documentation private to protect sensitive information being leaked – </strong>another advantage of using dedicated <a href="https://youtu.be/q0hRyx2HZYo" target="_blank" rel="noreferrer noopener">knowledge base software</a> is that you can keep your documentation private, restricted only to your team. High levels of security are available to ensure that no unauthorized parties have access to your documents.&nbsp;</li><li><strong>Educate your team about the importance of test documentation </strong>– documentation will only work in your testing team if everyone involved is educated about the importance of documenting your activities. Creating, maintaining, and using documentation are all vital aspects of developing a thriving documentation culture.&nbsp;</li><li><strong>Regularly prune your test documentation for relevancy </strong>– It get better results when you frequently remove documents that are no longer useful so that your testing team and other stakeholders get the maximum benefit from the documentation.&nbsp;</li><li><strong>Only document what is directly related to your testing activities </strong>– documentation that is too comprehensive ends up being unwieldy and less than useful to your testers. Only document the core activities of your&nbsp; testing team to ensure that each document has a purpose.&nbsp;</li><li><strong>Avoid treating documenting as a box-checking exercise </strong>– when your testing team only documents in order to fulfill requirements, it becomes an uninspiring box-checking exercise that feels like a waste of time. Clearly articulate the business-critical reason for documenting and your team will be more motivated.&nbsp;</li><li><strong>Follow a style guide to ensure consistency across documentation&nbsp; </strong>– documentation must be consistent across the company no matter who is writing it, and for that you need a style guide that everyone adheres to.&nbsp;</li><li><strong>Make use of version control to track the documentation – </strong>opt for a system that keeps track of different versions of your documentation so you always know what changes have been made and by whom. Version control shows how your documentation has changed over time and allows you to revert back if necessary.&nbsp;</li></ul>



<div class="cta-banner-v2">
<div class="title-with-description ">
<p class="title">Here is a guide that talks in detail about the multiple processes in software testing</p>
</div>
<a href="https://testsigma.com/guides/test-process/" target="_blank" class="cta-btn-v1" rel="noopener">Learn more</a>
</div>



<h2 id="h-summary"><span id="Summary"><strong>Summary</strong></span></h2>



<p>Thus, as we discussed &#8211; effective test documentation is vital for successful software testing. But keeping a balance, and not over-doing it is the key.</p>



<h2 id="frequently-asked-questions"><span id="Frequently_Asked_Questions"><strong>Frequently Asked Questions</strong></span></h2>



<h3 id="1-what-does-documentation-for-testing-contain"><span id="1_What_does_documentation_for_testing_contain"><strong>1. What does documentation for testing contain?</strong></span></h3>



<p>Documentation for testing contains information relating to different aspects of the software testing process, such as planning the types of tests you intend to perform and recording and analyzing results. Test documentation is a form of communication between testers and other members of the development team.&nbsp;</p>



<h3 id="2-what-are-the-types-of-documentation-for-testers-and-testing"><span id="2_What_are_the_types_of_documentation_for_testers_and_testing"><strong>2. What are the types of documentation for testers and testing?</strong></span></h3>



<p>There are several different types of documentation for testers and testing that will vary according to your organization. All types of documentation are relevant for software testing teams, and can include such artifacts as test cases, test scenarios and test reports.</p>


Documentation for Testing Benefits, Examples, and Best Practices

Documentation for Testing: Benefits, Examples, and Best Practices

Impact Analysis In Software Testing- A Complete Overview

Chatbot Testing | What it is, Why & How to Perform?

Artificial Intelligence and Machine learning for Software Testers

E-Commerce Testing - What, Why & How You Should Do It

E-Commerce Testing – What, Why & How You Should Do It?

What is Exhaustive Testing Explained with Advantages

What is Exhaustive Testing? Explained with Advantages


<p>Ever wondered how computers interact with each other, what happens behind the visible screen when systems process the user request. The answer is simple and interesting, we humans use verbal and non verbal communication to communicate with one another, similarly the computers use&nbsp; Application Programming Interface to interact with one or more computers that are connected over the internet without user intervention. The <a href="https://testsigma.com/guides/api-testing/" target="_blank" rel="noreferrer noopener">API testing</a> methods help validate the API set-up of the application.</p>



<div id="toc_container" class="no_bullets"><p class="toc_title">Table Of Contents</p><ul class="toc_list"><li><a href="#What_is_an_API"><span class="toc_number toc_depth_1">1</span> What is an API?</a></li><li><a href="#What_are_API_Methods"><span class="toc_number toc_depth_1">2</span> What are API Methods?</a></li><li><a href="#What_is_API_Testingnbsp"><span class="toc_number toc_depth_1">3</span> What is API Testing?&nbsp;</a></li><li><a href="#Why_test_API_methodsnbsp"><span class="toc_number toc_depth_1">4</span> Why test API methods?&nbsp;</a></li><li><a href="#What_is_meant_by_Testing_API_Methodsnbsp"><span class="toc_number toc_depth_1">5</span> What is meant by Testing API Methods?&nbsp;</a></li><li><a href="#How_to_test_different_API_methodsnbsp"><span class="toc_number toc_depth_1">6</span> How to test different API methods&nbsp;</a><ul><li><a href="#Manual_ways_to_test_APIsnbsp"><span class="toc_number toc_depth_2">6.1</span> Manual ways to test APIs&nbsp;</a></li><li><a href="#Automated_ways_to_test_APIsnbsp"><span class="toc_number toc_depth_2">6.2</span> Automated ways to test APIs&nbsp;</a></li></ul></li><li><a href="#Challenges_in_testing_different_API_methodsnbsp"><span class="toc_number toc_depth_1">7</span> Challenges in testing different API methods&nbsp;</a></li><li><a href="#Conclusion"><span class="toc_number toc_depth_1">8</span> Conclusion</a></li></ul></div>
<h2 id="h-what-is-an-api"><span id="What_is_an_API">What is an API?</span></h2>



<p>Application Programming Interface commonly called as API, is an integral part of software testing. It deals with testing the application interface from the backend layer based on the application’s logic. It follows a request and response protocol for communication, the&nbsp; request is from the client and response is from the server side. Here the client is usually the front end software and the server is the backend logic.&nbsp;</p>



<p>The application interface holds the information of the internal details of how the system functions. These are not directly accessed or visible to the end users, the programmers can build tailored API for the specific system or a shared one that allows others systems to access supporting interoperability.&nbsp; Which is why the design of the API highly depends on the software architecture.&nbsp;</p>



<p>At a high level we can say that both systems and softwares use APIs for accessing and executing purposes. The API specifications either showcase its behavior or the way in which it links with other APIs. It helps in standardizing the data flow and data exchange between web services. When the specifications are met and are used, making it available for customer interface then that is implementing or exposing the API.&nbsp;&nbsp;&nbsp;</p>



<div class="wp-block-image"><figure class="aligncenter is-resized"><img loading="lazy" src="https://lh6.googleusercontent.com/IKlWhMjGbfq1PiXVGZ2qoLU4nN2lCtSSho63DYKl0JUbSuEOA6B5D_fmN3ImrVIz7uQX8zqhOx9eEqGLZE52F2o-cjOHZaE2TmQZHsnCA-W_5ofG4sKEJhl50G8qt_gEjEzuCfka_2D7Raf8fB47tbo" alt="How API Works" width="600" height="360" /></figure></div>



<p><strong>There are different types of APIs :&nbsp;</strong></p>



<ul><li>Private APIs : It is built and assessed specifically for a particular organization and only used in-house.&nbsp;</li><li>Partner APIs : The company provides access to potential customers or partners based on agreement&nbsp;</li><li>Public APIs: The access is open to public developers and used for commercial purposes.&nbsp;</li></ul>



<h2 id="h-what-are-api-methods"><span id="What_are_API_Methods">What are API Methods?</span></h2>



<p>When we speak of API methods, the Web APIs use HTTP protocol for communication. As we know it follows the client server model, where the client sends the request and the server responds. There are many ways in which HTTP sends requests,which are the HTTP verbs and referred to by the value of their request method property.&nbsp; The important and most commonly used API methods&nbsp; are:&nbsp;</p>



<p><strong>GET request&nbsp;</strong></p>



<ul><li>This is most common request and it is used to request data from the server&nbsp;</li><li>It retrieves and represents the exact data present and does not modify or perform task</li><li>Even if multiple identical requests are made, it returns the same result, this is called Idempotent&nbsp;</li><li>The Get request follows the read method from the CRUD operations&nbsp;&nbsp;</li></ul>



<p>Example:&nbsp;</p>



<ul><li>Get API used to load a website or navigate to a landing page&nbsp;</li><li>To get the popular items in a particular category, say latest filter applied&nbsp; for new products under home decor section on a ecommerce website&nbsp;</li></ul>



<p><strong>POST&nbsp; request</strong>&nbsp;</p>



<ul><li>It is used to send the data to the server to create or update a resource, therefore data mutation happens.&nbsp;</li><li>When same request is sent twice, it leads to duplication, it is called&nbsp; Non-Idempotent</li><li>The Post request follows the create method from the CRUD operations&nbsp;</li></ul>



<p>Example:&nbsp;</p>



<ul><li>When creating a new user account in gmail, it sends a Post request.&nbsp;</li><li>While registering for a webinar on a site, the Post API is used. All the data entered in the field are put in the response body of the request and sent to the server&nbsp;</li></ul>



<p><strong>PUT request&nbsp;</strong></p>



<ul><li>It is used to send data to the API for creating or updating an existing resource.</li><li>The difference between Put and Post is that the Put API is Idempotent.</li><li>Put will replace the resource in its entirety&nbsp;</li></ul>



<p>Example:</p>



<ul><li>Editing an existing students record in the student&#8217;s portal&nbsp;</li></ul>



<p><strong>DELETE request&nbsp;</strong></p>



<ul><li>It is used to delete a single or list of resources, more commonly found in RESTful API. It has to be used with caution.&nbsp;</li><li>Multiple identical requests for deleting the same resource will return a 404.&nbsp;</li></ul>



<p>Example:</p>



<ul><li>Delete API is used to remove the irrelevant user data from the records&nbsp;</li></ul>



<h2 id="h-what-is-api-testing"><span id="What_is_API_Testingnbsp">What is API Testing?&nbsp;</span></h2>



<p>Software testing is done to check the quality of the software. Since API is the code that enables connection and communication between two software programs, the presentation layer and the backend database. It is important to check whether or not the APIs are connected properly.</p>



<p>API testing is one of the software testing practices where we test the APIs directly for its functionality, on its reliability, the performance, and most importantly the security. APIs are also tested as a part of integration testing, since the design of the software architecture and design of API are highly interdependent.</p>



<p><strong>An overview of the process flow to conduct API testing is as follows:&nbsp;</strong></p>



<p>Step 1: Understand and review API specification&nbsp;</p>



<p>Step 2: List down the API testing requirements&nbsp;</p>



<p>Step 3: Build the API testing strategy and API testing methods&nbsp;</p>



<p>Step 4: Set up the API testing environment&nbsp;</p>



<p>Step 5: Run tests using both positive and negative scenarios&nbsp;</p>



<p>Today most companies follow the concept of shift left testing, testing from the early stage to avoid bottlenecks. So testing starts from the bottom of the pyramid and goes all the way to the top. The bottom layer is the unit layer, where the developers perform code tests by writing unit test cases. Moving to the second level which is the server level where the API testing is done. It is then followed by the UI testing using GUI tests.</p>



<div class="wp-block-image"><figure class="aligncenter is-resized"><img loading="lazy" src="https://lh6.googleusercontent.com/PuuRMpUOlKuAp_nii5QDpnM2q_5cgAthTma6YoaHouh55u54KZyYZK37SShMR6G92Qn4Jpbbh0ewDhhPxety_WLUelH2aeUXYKJCeaS2VOHYwgqZ8e7YegzFT7mur3rz2x8gQfojTXGqMoVrEgcqp_Q" alt="API Layer" width="431" height="369" /></figure></div>



<h2 id="h-why-test-api-methods"><span id="Why_test_API_methodsnbsp">Why test API methods?&nbsp;</span></h2>



<p>With a huge number of API requests churned out each day, API testing is needed because it helps in validating if the API setup performs as expected and returns output as intended. The tests will cover API functionality, reliability, performance and security.&nbsp;</p>



<p>The reason why <a href="https://testsigma.com/guides/sanity-testing/" target="_blank" rel="noreferrer noopener">API testing is important</a> is because of the following reasons:&nbsp;</p>



<ul><li>API testing process is done before UI testing and it helps identify and eliminate most of the server level errors. Also, API testing consumes less testing time and testing cost than GUI testing</li><li>Since the API testing process helps in code-level functionality validation, it helps in identifying the small bugs before it turns into a critical one.&nbsp;</li><li>It helps in securing and optimizing the communication between servers and systems. It also focuses on checking if the business logic laid down is correct at the API level. Since it also includes dealing with sensitive data, checking for API security is crucial. It checks the APIs for compliance and security.&nbsp;</li><li>By ensuring the APIs perform as expected it helps to safeguard the business reputation for quality assurance in the minds of the customer and help them develop trust.&nbsp;</li><li>Checking and aligning the API testing strategy with CI/CD pipeline is important as&nbsp; it provides room for faster release cycle with reduced number of errors.&nbsp;</li></ul>



<h2 id="h-what-is-meant-by-testing-api-methods"><span id="What_is_meant_by_Testing_API_Methodsnbsp">What is meant by Testing API Methods?&nbsp;</span></h2>



<p>Once the API set up is ready, it is tested based on the&nbsp; API testing methods. There are several ways to test the APIs and that can be done both manually and automated. From developer to testers to the DevOps engineers all create API testing strategy to conduct crucial tests in order to check and validate the API setup and its integration from end to end. Testing individual services or endpoint can be easy, but what is more important is to test the framework completely and eliminate errors in the setup at the earliest</p>



<h2 id="h-how-to-test-different-api-methods"><span id="How_to_test_different_API_methodsnbsp"><strong>How to test different API methods</strong>&nbsp;</span></h2>



<h3 id="h-manual-ways-to-test-apis"><span id="Manual_ways_to_test_APIsnbsp">Manual ways to test APIs&nbsp;</span></h3>



<p>In Manual testing, the testing is done manually without the use of test scripts.</p>



<p><strong>Exploratory testing:</strong> Just like the name suggests the testers explore the application to identify bugs. Testers could do black box testing by sending the requests to API and check if the desired output is received. In case of white box API testing, the testers usually try to find out and validate the API functions using the source code.&nbsp;</p>



<p><strong>Usability testing:</strong> This type of testing depends on the API structure, usability goal and user segment. The API structure has to be reliable and usable. This testing is majorly user-centric, and the testing is carried out mimicking how the target user group&nbsp; would use the software. It helps validate the product’s functionality from the end users perspective.&nbsp;</p>



<p><strong>Ad.hoc testing: </strong>It is usually carried out after the formal testing is done. The testers randomly test the product to check for any loopholes. It is done to check the stability of the overall APIs integration. It is mostly done when minor tweaks or new features are added to the product, the testers will right away check the specific update without any pre-defined planning or documentation of test cases.&nbsp;</p>



<h3 id="h-automated-ways-to-test-apis"><span id="Automated_ways_to_test_APIsnbsp"><strong>Automated ways to test APIs</strong>&nbsp;</span></h3>



<p>In automation testing the tests are automated using automation frameworks or tools.&nbsp;</p>



<p><strong>Functional testing:</strong> It is performed to validate if the API performs as expected. The functionality of the API is tested using both positive and negative test scenarios to see if it returns the intended output. The API has to be well built to identify the valid and invalid requests&nbsp; Functional API testing can be a little challenging because of the lack of GUI. So the functional testing testing of API starts with verification of authentication process&nbsp;</p>



<p><br><p><button class="btn bg-primary cta-btn" style="margin: auto"><a href="https://testsigma.com/signup" target="_blank" rel="noopener noreferrer" style="color:#fff">Automate your functional API tests, 10x faster, with Testsigma</a></button></p><br></p>



<p><strong>Load testing: </strong>This is mainly to see how the API functions under heavy traffic. Based on the requirements, it involves stimulating a large amount of request volume and checking the response output and response time (ranging from per second or per minute to per hour)&nbsp; and looking out for errors. It is to check how the API operates under load. Load testing is carried out in regular intervals to record the performance benchmarks and breaking point of the APIs.&nbsp;</p>



<p><strong>Security testing:</strong> The APIs along with its basic functionality also have security requirements listed down, such as authentication and access control. It is to protect the data and application from hacker attacks.&nbsp;</p>



<p><strong>Regression testing: </strong>Testers prefer regression testing when their application is updated at frequent intervals, for example if new features are added during every sprint, and when there is a need for repeated testing. It helps to save time and efforts in re-running the <a href="https://www.javatpoint.com/test-scenario" target="_blank" rel="noreferrer noopener">test scenarios</a> multiple times.</p>



<p>Searching and selecting the right tool for API testing and forming an API testing strategy is a crucial step. Testsigma is a low-code test automation platform, where tests are created using NLPs . Since it is low-code it does not require any prior coding knowledge and also helps non-coders to perform testing with ease.&nbsp;</p>



<p>Testsigma also provides Integrated Automated API testing. Testsigma’s API testing capabilities helps automate API testing for web, mobile and desktop applications using Natural Language Programming. It&nbsp; becomes a one stop solution for test management, test authoring, test execution and reporting without expertise in coding languages.&nbsp;</p>



<p>It enables the creation of tests for REST API methods &#8211; GET, POST, PUT, DELETE, PATCH, thereby providing complete all inclusive test coverage for APIs. It also supports data driven API tests and validates expected vs actual responses in real time and reflects the errors in the test status and test reports.&nbsp;</p>



<p><br><p><button class="btn bg-primary cta-btn" style="margin: auto"><a href="https://testsigma.com/signup" target="_blank" rel="noopener noreferrer" style="color:#fff">Automate your functional API tests, 10x faster, with Testsigma</a></button></p><br></p>



<h2 id="h-challenges-in-testing-different-api-methods"><span id="Challenges_in_testing_different_API_methodsnbsp">Challenges in testing different API methods&nbsp;</span></h2>



<p>Aligning the Initial setup of APIs with the requirements and sequencing the API calls is a mandatory step and it takes time and effort. In order to reduce manual intervention in API testing, identifying, automating and validating the tests can be initially challenging.&nbsp;</p>



<ul><li>Checking the system integration for APIs&nbsp; is a major task performed focusing more on the API design to evaluate its performance and validate each and every response to check if all the API calls are working properly.&nbsp;</li><li>Every time there are changes such as a new feature update or enhancements, it is necessary to keep track of the API tests and the impact on the API test automation process setup.</li><li>Validating the API parameters correctly and setting up required checkpoints is an important step to avoid security or stability issues.&nbsp;</li><li>Updating schema of API tests is a significant step, since schema provides the API syntax and grammar of the test documents, it is important to update the schema accordingly on every update and maintain it through the testing process.&nbsp;</li><li>It is a critical decision making process on choosing the right tool for testing API that fits the budget and also meets the API testing requirements.&nbsp;</li></ul>



<h2 id="h-conclusion"><span id="Conclusion">Conclusion</span></h2>



<p>In today’s modern business environment, API testing is blooming and is an essential part of developing the application. Conducting the automated API testing not only helps in time and cost saving, it also makes it an integral part of the <a href="https://testsigma.com/blog/azure-ci-cd-pipeline/" target="_blank" rel="noreferrer noopener">CI/CD pipeline</a>. It enables the business to provide quality applications and better user experience to the customers.</p>


Testing API Methods A Comprehensive Guide

Testing API Methods: A Comprehensive Guide

Quality Control What It Is and How It Works

Quality Control: What It Is and How It Works?


<p>Test estimation techniques refer to the methods and approaches used to determine or estimate the effort, time, and resources required for testing activities in software development projects.</p>



<p><br>Estimating the testing effort is crucial for effective project planning, resource allocation, and scheduling.</p>



<div id="toc_container" class="no_bullets"><p class="toc_title">Table Of Contents</p><ul class="toc_list"><li><a href="#What_is_Software_Test_Estimation"><span class="toc_number toc_depth_1">1</span> What is Software Test Estimation?</a></li><li><a href="#Why_Test_Estimation"><span class="toc_number toc_depth_1">2</span> Why Test Estimation?</a></li><li><a href="#What_to_estimate"><span class="toc_number toc_depth_1">3</span> What to estimate?</a></li><li><a href="#Test_Estimation_Techniques"><span class="toc_number toc_depth_1">4</span> Test Estimation Techniques</a></li><li><a href="#Test_estimation_best_practices"><span class="toc_number toc_depth_1">5</span> Test estimation best practices</a></li><li><a href="#Software_Test_Estimation_Template"><span class="toc_number toc_depth_1">6</span> Software Test Estimation Template</a></li><li><a href="#Summary"><span class="toc_number toc_depth_1">7</span> Summary</a></li></ul></div>
<h2 id="h-what-is-software-test-estimation"><span id="What_is_Software_Test_Estimation"><strong>What is Software Test Estimation?</strong></span></h2>



<p>Software test estimation is a managerial task that involves assessing and approximating the required time, resources, and costs for executing tests in a specific environment. It serves as a projection that aids in preventing time constraints and exceeding budgets.&nbsp;</p>



<h2 id="why-test-estimation"><span id="Why_Test_Estimation"><strong>Why Test Estimation?</strong></span></h2>



<p>Test estimation is conducted for several important reasons:<br></p>



<ul><li><strong>Project Planning</strong>: With correct estimations done, the overall project timeline can be kept under check. Project managers can create realistic schedules and allocate resources as per need if they know the time required for testing activities well in advance. This allows for effective coordination with development and other project activities.<br></li><li><strong>Resource Allocation</strong>: With test estimations in place, the resource allocations: namely number of testers, testing tools, and testing environments required, can be allocated diligently and efficiently. It helps to ensure that overallocation or underutilization of resources is avoided.<br></li><li><strong>Budgeting and Cost Control</strong>: Budgets are crucial to any project’s success. Expenses like&nbsp; personnel costs, infrastructure costs, and tooling costs can be estimated well if testing efforts are estimated efficiently. By having a clear understanding of the expected costs, organizations can create accurate budgets, monitor expenses, and prevent cost overruns.<br></li><li><strong>Risk Management</strong>: Estimation can also help build visibility into any potential risks associated with testing including areas that may require additional attention or resources. This allows for risk mitigation strategies to be implemented proactively.<br></li><li><strong>Stakeholder Expectations</strong>: Estimation helps set realistic expectations with project stakeholders, including clients, managers, and development teams.</li></ul>



<ul><li><strong>Project Optimization</strong>: Accurate estimation allows for better planning and optimization of testing activities. It helps identify opportunities for process improvements, resource optimization, and automation, leading to increased efficiency and productivity in the testing process.</li></ul>



<h2 id="what-to-estimate"><span id="What_to_estimate"><strong>What to estimate?</strong></span></h2>



<p>Estimation techniques are employed to estimate various aspects of software development projects. These techniques are used to estimate the effort, time, resources, and costs associated with different project components.&nbsp;</p>



<ol><li>With estimation techniques, one can estimate the effort required for activities such as analysis, design, coding, testing, documentation, and project management.&nbsp;</li><li>They help in estimating the time required to complete the project or specific milestones, considering dependencies and constraints.</li><li>&nbsp;Estimation techniques also assist in estimating the resources needed, including team members, their skills, tools, and infrastructure.&nbsp;</li><li>Additionally, these techniques can be applied to estimate the complexity of features and functionalities, identify potential risks and uncertainties, and estimate the effort required for testing, documentation, and other project activities.&nbsp;</li></ol>



<h2 id="test-estimation-techniques"><span id="Test_Estimation_Techniques"><strong>Test Estimation Techniques</strong></span></h2>



<div class="wp-block-image"><figure class="aligncenter is-resized"><img loading="lazy" src="https://lh6.googleusercontent.com/BY0yzT3-XFDJ3_wNH3Ty9iA-bduolGzmGa7JFylQvKO0rkpM0exl7E0gOQUVVUYaTWZPVs9RFPqtUyaVJ_Tnw_ioFiBJItqjJ7ZexbMlevfmGFv1O-7lTX2V-1y8tR7pgW3ypw_yRTHNUjcL9aBVrlM" alt="Test Estimation Techniques" width="500" height="360"/></figure></div>



<p><strong>Following is a list of most common but widely used test estimation techniques:</strong></p>



<figure class="wp-block-table"><table><tbody><tr><td><strong>Estimation Techniques</strong></td><td>Brief introduction</td></tr><tr><td><strong>Work Breakdown Structure</strong></td><td>It is a method of breaking down large tasks into smaller, easily executable groups</td></tr><tr><td><strong>3-Point Software Estimation Test</strong></td><td>Tasks are broken down into smaller tasks, and then each task is estimated based on 3 points &#8211; Best case, Most likely and Worst case estimates</td></tr><tr><td><strong>Wideband Delphi Method</strong></td><td>It is a technique where an expert set of panel comes together to determine the most probable outcome and they have a common consensus</td></tr><tr><td><strong>Functional Point Analysis</strong></td><td>Large tasks are broken down into small tasks. Each small task is then estimated based on size, cost and duration of project</td></tr><tr><td><strong>Agile Estimation</strong></td><td>In these techniques, the current data and past&nbsp; experience are used for estimation and new information is continuously integrated into the project to refine the process of estimation</td></tr><tr><td><strong>Distribution in Percentage</strong></td><td>Here, every stage is assigned or assessed in terms of percentages. This is to find how much effort should be put into each stage of the testing cycle.</td></tr></tbody></table></figure>



<p>Check Out: <a href="https://testsigma.com/blog/agile-estimation-techniques/" target="_blank" rel="noreferrer noopener">Agile Estimation Techniques</a></p>



<h2 id="test-estimation-best-practices"><span id="Test_estimation_best_practices"><strong>Test estimation best practices</strong></span></h2>



<p>Test estimation is a critical aspect of the <a href="https://www.javatpoint.com/software-engineering-software-development-life-cycle" target="_blank" rel="noreferrer noopener">software development cycle</a>. Accurate estimation helps in planning, resource allocation, and project management. Here are some best practices for test estimation:</p>



<ul><li><strong>Understand Requirements</strong>: You should have a thorough understanding of the project requirements before you begin estimating. Any ambiguities or incomplete requirements can lead to inaccurate estimates.</li><li><strong>Break Down Tasks</strong>: Rather than estimating the whole story as a single value, breakdown the testing effort into smaller, manageable tasks. This will make the estimation process more precise and will reduce the risk of overlooking important aspects.</li><li><strong>Use Historical Data</strong>: Sometimes historical data can help estimate better and faster. A similar story may have been estimated and worked upon earlier. Refer to past projects with similar scope and complexity to gain insights into the testing effort required.&nbsp;</li><li><strong>Involve the Right Experts</strong>: Ask your team members if someone else has worked upon a similar story estimation. This input from experienced testers, test leads, and other stakeholders shall improve the accuracy of estimates.</li><li><strong>Use Estimation Techniques</strong>: Utilize the most suitable technique based on the project&#8217;s characteristics.</li><li><strong>Consider Risk Factors</strong>: Any potential risks that may impact testing efforts should be identified in the beginning. Factor in additional time for handling unforeseen issues that could arise during testing.</li><li><strong>Account for Environment and Infrastructure</strong>: Ensure that the required test environments, tools, and infrastructure are considered in the estimation. Setting up and maintaining these resources can take time.</li><li><strong>Review and Validate</strong>: A fresh eye can often see what a repetitive eye cannot see. Ask someone to review and this may help in better estimations.</li><li><strong>Update Estimations</strong>: As the project progresses and more information becomes available, reassess and update the estimates accordingly. Make sure you mention a reason for changing original estimation for any future reference.</li><li><strong>Track and Learn</strong>: Keep track of the actual time and effort spent on testing activities and compare them with the estimated values. Analyze any discrepancies and learn from them to improve future estimations.</li></ul>



<p>Remember that estimation is not an exact science, and unforeseen circumstances can affect the actual effort required. Regularly revisit and adjust the estimates as the project progresses to ensure a successful testing phase.</p>



<h2 id="software-test-estimation-template"><span id="Software_Test_Estimation_Template"><strong>Software Test Estimation Template</strong></span></h2>



<p><strong>Here is a sample template to be used for software estimations.</strong></p>



<figure class="wp-block-table"><table><tbody><tr><td><strong>Project Name:</strong> [Name of the Project]</td><td>                                                                                                                             </td></tr><tr><td><strong>Estimation Date:</strong> [Date of Estimation]</td><td></td></tr><tr><td><strong>Estimation Prepared By:</strong> [Name of Estimator]</td><td></td></tr><tr><td><strong>Estimation Reviewed By: </strong>[Name of Reviewer]</td><td></td></tr><tr><td><strong>Project Overview:</strong>[Provide a brief overview of the project, its objectives, and scope.]</td><td></td></tr><tr><td><strong>Test Scope:</strong>[List the in-scope items for testing, including modules, features, and functionalities.]</td><td></td></tr><tr><td><strong>Test Types Included:</strong>[List the types of testing that will be performed, such as functional, regression, performance, security, etc.]</td><td></td></tr><tr><td><strong>Assumptions:</strong>[List any assumptions made during the estimation process.]</td><td></td></tr><tr><td><strong>Estimation Technique:</strong>[Specify the technique used for estimation (e.g., Expert Judgment, Three-Point Estimation, Delphi Technique, etc.)]</td><td></td></tr><tr><td><strong>Contingency:</strong>[Specify any contingency effort included to account for unforeseen issues and risks.]</td><td></td></tr><tr><td><strong>Dependencies:</strong>[List any dependencies that may impact the testing effort, such as availability of developers or test environment.]</td><td></td></tr><tr><td><strong>Risks and Mitigation Strategies:</strong>[List potential risks related to testing and the strategies planned to mitigate them.]</td><td></td></tr><tr><td><strong>Estimation Approval:</strong>[Include a section for relevant stakeholders to approve the estimation.]</td><td></td></tr></tbody></table></figure>



<figure class="wp-block-table"><table><tbody><tr><td><strong>Test Effort Breakdown</strong></td></tr><tr><td>Test Activity&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td><td>Estimated Effort (hours/days) |&nbsp;</td><td>Assumptions/Notes</td></tr><tr><td>Test Planning and Strategy</td><td></td><td></td></tr><tr><td><a href="https://testsigma.com/blog/test-case-design-techniques/" target="_blank" rel="noreferrer noopener">Test Case Design</a></td><td></td><td></td></tr><tr><td>Test Environment Setup</td><td></td><td></td></tr><tr><td>Test Data Preparation</td><td></td><td></td></tr><tr><td>Test Execution&nbsp;&nbsp;<br>-Functional<br>-Regression <br>-Performance<br>-Security<br>-Other</td><td></td><td></td></tr><tr><td>Defect Reporting and Tracking</td><td></td><td></td></tr><tr><td><a href="https://testsigma.com/blog/test-closure-report/" target="_blank" rel="noreferrer noopener">Test Closure and Reporting</a></td><td></td><td></td></tr><tr><td>Total Estimated Test Effort&nbsp;</td><td></td><td></td></tr></tbody></table></figure>



<div class="cta-banner-v2">
<div class="title-with-description ">
<p class="title">Here is a guide that talks about the different types and techniques of software testing</p>
</div>
<a href="https://testsigma.com/blog/the-different-software-testing-types-explained/" target="_blank" class="cta-btn-v1" rel="noopener">Read more</a>
</div>



<h2 id="summary"><span id="Summary"><strong>Summary</strong></span></h2>



<p>The test estimation techniques are not just useful for testing software but can be helpful for the entire software development life cycle. Above mentioned techniques can be combined with each other to get a much more precise estimation. Getting accurate estimation for any project is a vital step in using the resources, time, and skills to their maximum potential.</p>



What is the 3-point estimation in testing?
The Three-Point Estimation, also known as the PERT (Program Evaluation and Review Technique) estimation, is a technique used in project management, including testing, to provide a more realistic and reliable estimate for task durations or effort. In the context of testing, the Three-Point Estimation involves considering three estimates for each task:
<ul>
<li>Optimistic Estimate (O): This is the best-case scenario estimate, assuming everything goes perfectly without any unexpected issues or delays.</li>
<li>Most Likely Estimate (M): This is the estimate based on a realistic scenario, considering typical challenges and factors that might affect the task.</li>
<li>Pessimistic Estimate (P): This is the worst-case scenario estimate, assuming various difficulties and potential delays come into play.</li>
</ul>
Using these three estimates, the PERT formula is applied to calculate the Expected Duration (ED) or Expected Effort (EE) for the task:<br>
ED=(O+4M+P)/6</br>
This formula places more weight on the “Most Likely Estimate” while incorporating the Optimistic and Pessimistic Estimates to balance out the influence of overly optimistic or pessimistic assumptions.



How many test estimation techniques are available?
There are several test estimation techniques available that project managers and teams can use to estimate the effort, time, and resources required for testing activities. Some of the commonly used test estimation techniques include:

<ul>
<li>Expert Judgment</li>
<li>Analogous Estimation</li>
<li>Parametric Estimation</li>
<li>Three-Point Estimation (PERT)</li>
<li>Delphi Technique</li>
<li>Wideband Delphi</li>
<li>Work Breakdown Structure (WBS)</li>
<li>Use Case Point Estimation</li>
<li>Test Point Analysis</li>
<li>Function Point Analysis</li>
<li>Comparative Estimation</li>
<li>Vendor Bid Analysis</li>
</ul>
These are just a few popular ones. Remember that each of these techniques has its strengths and weaknesses and may be more suitable for different project scenarios. Project managers often choose the technique that aligns with the project&#8217;s characteristics, available data, and team expertise.


Software Test Estimation Techniques & Best Practices


<p>Everyone has their own unique testing journey, but not everyone has it documented online for others to see. Nowadays, everything is online in almost all spheres of work. So, the important question is, &#8220;<em>Are your professional skills, capabilities, and offerings visible online?</em>&#8221; Surprisingly, only a small percentage of testers have a portfolio they can share. However, this is a great opportunity for new testers to create their portfolio and stand out.&nbsp;</p>



<p>In this article, I&#8217;ll share some easy and creative portfolio ideas for testers to showcase their skills, capabilities, and offerings. Let&#8217;s explore how one can build an impressive testing portfolio that will make you stand out among your peers.</p>



<div id="toc_container" class="no_bullets"><p class="toc_title">Table Of Contents</p><ul class="toc_list"><li><a href="#Blogging"><span class="toc_number toc_depth_1">1</span> Blogging</a></li><li><a href="#Automation_Work"><span class="toc_number toc_depth_1">2</span> Automation Work</a></li><li><a href="#Public_Study_Notes"><span class="toc_number toc_depth_1">3</span> Public Study Notes</a></li><li><a href="#Start_Your_Own_Blog_Website"><span class="toc_number toc_depth_1">4</span> Start Your Own Blog / Website</a></li><li><a href="#Talk_at_Conferences_Meetups"><span class="toc_number toc_depth_1">5</span> Talk at Conferences &amp; Meetups</a></li><li><a href="#Share_Your_Presentations"><span class="toc_number toc_depth_1">6</span> Share Your Presentations</a></li><li><a href="#GitHub_Repos"><span class="toc_number toc_depth_1">7</span> GitHub Repos</a></li><li><a href="#Test_Open_Source_Software"><span class="toc_number toc_depth_1">8</span> Test Open Source Software</a></li></ul></div>
<h2 id="h-blogging"><span id="Blogging"><strong>Blogging</strong></span></h2><br>



<div class="wp-block-image"><figure class="aligncenter"><img src="https://lh4.googleusercontent.com/IAn1fHPjxtazmYgBVpg-FxksN9hvhNmMqtAJU4OtjdHZmCfWU4d2rt25fPJpknVR7geTSXae1_fY8CA6XFhS3f1vyMPOLMD7mqFajOeKJGbx7B2NdtaIMVa7ms7Y80SZqcVX80UNjdTryb9hM2dVUw" alt="A person typing on a computer

Description automatically generated"/></figure></div>


<p></p>
<ol>
<li><strong>Small Threads / Micro Blogs</strong>
<ol>
<li>This is a good starting point for folks who want to make a <a href="https://writerbuddy.ai/free-tools" target="_blank" rel="noopener">start with writing</a>.</li>
<li>You can share small bite-sized testing tips, interesting observations, or even fun testing-related anecdotes from your day-to-day learnings in a small tweet or thread of tweets to keep your followers engaged.</li>
<li>Popular Platforms: Twitter, Threads, Mastodon</li>
<li>Example: <a href="https://twitter.com/QualityFrog" target="_blank" rel="noreferrer noopener nofollow">Ben Simo 🐋 X (twitter.com)</a></li>
</ol>
</li>
</ol>


<ol start="2"><li><strong>Text Blogs</strong><ol><li>Easiest way to start if you have some experience with writing.</li><li>Share your testing experiences, lessons learned, and insights through posts, or long-form articles on LinkedIn or Medium. It&#8217;s a great way to reach a professional audience and make a lasting impact.</li><li>Popular Platforms: LinkedIn – Articles / Posts, Medium, WordPress, Blogspot, etc.</li><li>Example: <a href="https://www.linkedin.com/in/rahul-parwal/recent-activity/articles/" target="_blank" rel="noreferrer noopener">Articles | Rahul Parwal | LinkedIn</a></li></ol></li></ol>



<ol start="3"><li><strong>Image Blog / Visuals</strong><ol><li>They say a picture is worth a thousand words, so why not use images / visuals to feature&nbsp; visually appealing posts? Share before-and-after bug images of public apps, testing process snapshots, or infographics explaining complex testing concepts.</li><li>Popular Platforms: Instagram, Twitter</li><li>Example: <a href="https://www.instagram.com/eviltester/?igshid=MzRlODBiNWFlZA%3D%3D" target="_blank" rel="noreferrer noopener nofollow">Agile Software Testing Tips (@eviltester)</a></li></ol></li></ol>



<ol start="4"><li><strong>Video Blogs:</strong>&nbsp;<ol><li>If you love to face the camera or create engaging <a href="https://www.renderforest.com/intro-maker" target="_blank" rel="noreferrer noopener">youtube intro maker</a> video content on platforms like YouTube or Instagram. Walkthrough testing scenarios, demonstrate bug-finding techniques, or anything that you would like to share and connect with a wider audience through your visual storytelling.</li><li>Popular Platforms: YouTube, Instagram, etc.</li><li>Example: <a href="https://www.youtube.com/@NicolaLindgren/videos" target="_blank" rel="noreferrer noopener nofollow">Nicola Lindgren &#8211; YouTube</a></li></ol></li></ol>



<h2 id="automation-work"><span id="Automation_Work"><strong>Automation Work</strong></span></h2><br>



<div class="wp-block-image"><figure class="aligncenter"><img src="https://lh5.googleusercontent.com/GUW1AAkS4-IWSVt7ZrP81CXUC-VBMJbl5iwvkHOHOqnYG41wTYNC4QQca9zn5LULPAcMbQ8lnItkZU8nMk_vMF81XomjHCnsgV9V0J4zDMFFGBfG-pEER5YLFNSOIdx96gHP8wpOPmYIUxr4OoSWhQ" alt="A toy in front of a computer

Description automatically generated"/></figure></div>



<br><ol><li><strong>GitHub Repos</strong><ol><li>If you are actively into coding, set up a GitHub repository to showcase your automation prowess. Share your personal automation scripts, projects, pull requests, and any custom frameworks you&#8217;ve developed to make your testing more efficient.</li><li>Take inspiration from creative profiles like &#8220;<a href="https://github.com/gauravkhuraana/gauravkhuraana" target="_blank" rel="noreferrer noopener nofollow">Gaurav Khurana</a>&#8221; and put your own spin on it. You can make your GitHub profile a visually stunning representation of your testing &amp; automation journey. Here is a short video to help you get started: <a href="https://www.youtube.com/watch?v=_xvLSmnXYuI" target="_blank" rel="noreferrer noopener nofollow">How to make your GitHub Profile look better &#8211; YouTube</a></li><li>Example: <a href="https://github.com/amuthansakthivel" target="_blank" rel="noreferrer noopener nofollow">amuthansakthivel · GitHub</a></li></ol></li></ol>



<ol start="2"><li><strong>Framework Design</strong><ol><li>If you&#8217;ve built testing frameworks for learnings or modified existing ones available in public, share your thought process, challenges faced, and the final results. Be sure to explain how your frameworks adds value to the testing process.</li><li>Example: <a href="https://github.com/automationhacks/appium-fast-boilerplate" target="_blank" rel="noreferrer noopener nofollow">GitHub &#8211; automationhacks/appium-fast-boilerplate</a></li></ol></li></ol>



<h2 id="public-study-notes"><span id="Public_Study_Notes"><strong>Public Study Notes</strong></span></h2><br>



<div class="wp-block-image"><figure class="aligncenter"><img src="https://lh4.googleusercontent.com/Wy3W5MyJRsTO6-dD1tQ7cFR1mcbEuWxy_TpcWPgE5Sb8OLqJSYzzveCjyOlsX2zyy30mhp_JH26MKKeNoHxNhpvuFmurnsxoE8KGonGYn8FNu1ZD_IhnsgVNQtTYjSh9RE2NDyXrcDu15SQAC1ir4A" alt="Portfolio Ideas for Testers"/></figure></div>



<br><ul><li>In this age of continuous learning, how about not stopping at learning alone. An interesting way to convert your learnings into an online record of your learnings is to document your learnings by taking comprehensive study notes while learning new testing concepts or tools. </li><li>It will not only help you retain information better but also serve as valuable resources for others. The key is to organize your study notes and make them easily accessible. </li><li>Popular Platforms: Notion, OneNote, Github, etc. </li><li>Example: <a href="https://synapse-qa.com/?s=study+notes" target="_blank" rel="noreferrer noopener nofollow">Rahul&#8217;s Study Notes</a></li></ul>



<h2 id="start-your-own-blog-website"><span id="Start_Your_Own_Blog_Website"><strong>Start Your Own Blog / Website</strong></span></h2><br>



<div class="wp-block-image"><figure class="aligncenter"><img src="https://lh4.googleusercontent.com/cCCkG2QCTyKwBd8kOL8EfEF6wluK_5QSaFt8HdhQfTWtmjuPKCDppuiwwU4sM2O5OsQzzUzhC8Q2mlXcPaZY3wQllH3hB2g-3TY8p47yceXt35Nb1omsrOben2pOinVJj0JWrwGKy5Z3u8e7Cm7l3Q" alt="Portfolio Ideas for Testers"/></figure></div>



<br><ul><li>Creating your own blog or website gives you complete control over your content and presentation. It&#8217;s like having your own piece of real estate on the internet. It will act as your home on the internet.</li><li>Having a blog / website will also create luck for like-minded people to find you.</li><li>By regularly updating your blog or website with fresh and insightful content, you increase the chances of connecting with like-minded testers, potential employers, or collaborators.</li><li>Blogging Tip: Whenever you stumble upon useful testing resources or insightful articles, blog about them! It serves as a local cache for yourself and helps others discover valuable content.</li><li>Example: <a href="https://testingtitbits.com/blog/" target="_blank" rel="noreferrer noopener nofollow">Blog &#8211; Rahul&#8217;s Testing Titbits</a></li></ul>



<h2 id="talk-at-conferences-meetups"><span id="Talk_at_Conferences_Meetups"><strong>Talk at Conferences &amp; Meetups</strong></span></h2><br>



<div class="wp-block-image"><figure class="aligncenter"><img src="https://lh5.googleusercontent.com/CpPQNwn054Zg0DFkAp61wr6DP5NMIljvKekqgRzhskQAv-feUapceQ8IKxrPNt7gtAPfBCq46TA3Ypv7UnToIltqlNAbhc10K0cLbzSR33uJPr5iDhAM8sCilJQSOIDFTRP08MinAvUssl_Q50oTXg" alt="A close up of a microphone Description automatically generated"/></figure></div>



<br><ul><li><strong>Step 1 &#8211; Know about them:</strong> Stay updated about testing conferences and meetups happening around you or even online. Keep an eye on social media and tech event websites for announcements. Follow hashtags such as: #testingconference, #testingmeetup, etc.</li><li><strong>Step 2 &#8211; Attend Them: </strong>Attend conferences and meetups to learn from fellow testers, network with industry experts, and gain insights into the latest trends and practices.</li><li><strong>Step 3 &#8211; Apply as a Speaker: </strong>Once you gain enough confidence and experience, apply to speak at these events. Talk to the organizers about it. Sharing your knowledge with others is incredibly rewarding and helps you grow as a tester.</li><li><strong>Step 4 – Start with Sharing Micro Learnings:&nbsp; </strong>Short on time? Or not sure what to speak for a big talk. No worries! Start with sharing 15-minute micro-learnings on specific testing topics. It could be a small tool demo, a code snippet, or a bug-hunting technique.</li></ul>



<h2 id="share-your-presentations"><span id="Share_Your_Presentations"><strong>Share Your Presentations</strong></span></h2><br>



<div class="wp-block-image"><figure class="aligncenter"><img src="https://lh6.googleusercontent.com/nWZOE7OUcgegEN0QB_-oJHGBJ8r-7-A6cMkuvY7ije0FCUBp4junwii8lmmCNQRmRym59kk5AE3WLr1lM_Wq7zQwhyMrQBrC0JpMLzylIS0uc8LQjR-v6TQfydiSCp7dbAluExJICpz_qdp9VFm1Wg" alt="A projector with a beam of light Description automatically generated"/></figure></div>



<ul><li>You can turn your testing talks or ideas into <a href="https://publuu.com/multimedia-presentation/" target="_blank" rel="noreferrer noopener">multimedia presentations</a> and share them on social platforms.</li><li>It is a fantastic way to reach a wider audience and establish yourself as a knowledgeable tester.</li><li>This gives you the opportunity to expose your work in public and create an opportunity to attract review comments and collaborators.</li><li>Popular platform: LinkedIn, Slideshare, Slides, Github, etc.</li><li>Example: <a href="https://www.slideshare.net/rahul_verma/presentations" target="_blank" rel="noreferrer noopener nofollow">Rahul Verma presentations | SlideShare</a></li></ul>



<h2 id="github-repos"><span id="GitHub_Repos"><strong>GitHub Repos</strong></span></h2><br>



<div class="wp-block-image"><figure class="aligncenter"><img src="https://lh6.googleusercontent.com/uz5YIwUqihqGGSWI5vQ5685cNlJwOr-Eo6yPCaHeubcjtzuO28MK2k1ATdotAzcQNNr6mlw9vcbbRuGars6Ba70jNqRWitqa8KSdVWhvK1wFTeu-K6ACao2YFEYOVwENmliYwLTqSA_LqtHkKcdjsg" alt="Portfolio Ideas for Testers"/></figure></div>



<br><ol><li><strong>Showcase Code | Utilities</strong><ol><li>GitHub is a treasure for engineers.</li><li>Create utilities that help testers, or showcase your testing-related code snippets.</li><li>Example: <a href="https://github.com/yatt-ai/yattie" target="_blank" rel="noreferrer noopener nofollow">GitHub &#8211; dacoaster/yattie: A tool to help testers test.</a></li></ol></li></ol>



<ol start="2"><li><strong>Curate Resources:</strong><ol><li>Gather and curate testing-related resources from various repositories and create your own well-organized collection.&nbsp;</li><li>It&#8217;s an excellent way to show your expertise in the testing domain.</li><li>Example: <a href="https://github.com/abhivaikar/howtheytest" target="_blank" rel="noreferrer noopener nofollow">GitHub &#8211; abhivaikar/howtheytest: A collection of public resources about how software companies test their software</a></li></ol></li></ol>



<h2 id="test-open-source-software"><span id="Test_Open_Source_Software"><strong>Test Open Source Software</strong></span></h2><br>



<figure class="wp-block-image"><img src="https://lh4.googleusercontent.com/LTA5yhiH2YRLeqfpwvQSX5Xk5jCq-BOaozME9f4aLilKG3ihTbTHXKt3TfnWuh1UCDMQj35RpLuoHrzXmDOrioIPdJhO7mDPLhBvgeHzNGSEbzbh67WjwociVmWDvJKpcVoLTz2zjl7Imd-4pvlzOw" alt="A heart and a heart Description automatically generated with medium confidence"/></figure>



<br><ul><li>Testing open-source software not only helps the community but also helps you demonstrate your testing skills to the global world.</li><li>Most of the contributions that you do with Open Source Software remains public and can be used as a proof of work. You can contribute using any of the following: <ul><li>Bug Reports</li><li>Pull Requests</li><li>Change Requests</li><li>Documentation Contribution</li><li>&#8220;How To&#8221; articles / guides / tutorials on such software</li></ul></li><li>Writing &#8220;How-To&#8221; articles on testing open-source software will serve as evidence of your hands-on experience with these projects.</li><li>Popular open source project: <a href="https://github.com/testsigmahq/testsigma" target="_blank" rel="noreferrer noopener nofollow">GitHub &#8211; testsigmahq/testsigma: A powerful open source test automation platform for Web Apps, Mobile Apps, and APIs.</a></li><li>Contribution guide: <a href="https://testsigma.com/open-source-contribution" target="_blank" rel="noreferrer noopener">A Detailed Step-by-Step Guide for anyone who wants to start contributing to Open Source. (testsigma.com)</a></li></ul>



<p><br><p><button class="btn bg-primary cta-btn" style="margin: auto"><a href="https://testsigma.com/signup" target="_blank" rel="noopener noreferrer" style="color:#fff">Try Testsigma Open source</a></button></p><br></p>



<p>Remember, your portfolio is a reflection of your testing passion and skills. Mix and match these ideas to create a unique and personal showcase of your journey.&nbsp;</p>



<p>Happy testing, and may your portfolio shine like a bug-free application! Cheers!</p>


Portfolio Ideas for Testers Showcasing Your Testing Journey!