What is Exploratory Testing in Software Testing Overview

What is Exploratory Testing? Meaning and Examples

We are thrilled to announce the launch of API testing capabilities in Testsigma’s low-code, test automation platform. With this new addition, Testsigma’s customers can now automate APIs along with web, mobile, and desktop applications without the coding expertise that would otherwise be required while using traditional test automation frameworks and solutions.



At Testsigma, everything we build is to democratize software testing. We believe software testing should be a function of curiosity and an empathetic understanding of the user behavior, and not a function of coding knowledge. Plus, we strongly believe that the software testing org should be viewed as the enabler for quality software and amazing customer experience and not a gatekeeper. <gwmw style="display:none;">



Most of our customers have replaced multiple tools and frameworks with Testsigma’s unified platform for their test automation needs. And one feedback we kept receiving was for the need for API testing capabilities. As we began our research over the last few months, we recognized that automated API testing relies on a broken toolchain. After talking to hundreds of QA leaders across the world, the need was clear &#8211; QA leaders needed a solution that would simplify the API testing process and make it more accessible to QA teams.&nbsp;



We built this, as we build everything &#8211; to simplify testing and to make it easier for even non-technical users to create and maintain automated standalone and integrated API tests. Our new interface eliminates the need for multiple tools and scripting knowledge, making it easier than ever to test APIs.



<h2 class="wp-block-heading" id="h-a-new-api-testing-experience-without-the-code">A new API testing experience—without the code</h2> 



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 <ol class="wp-block-list"><li>Simplify API Test Creation: The low-code test editor in Testsigma makes it easy to create API tests without needing any coding expertise. Simply enter the endpoint, choose your API method, add your header content, set your status code, and run the test. </li></ol>



<ol class="wp-block-list" start="2"><li>Test Different API Methods: Testsigma allows you to validate APIs using different REST API methods (GET, PUT, POST, DELETE, PATCH), providing comprehensive coverage of your APIs.</li></ol>



<ol class="wp-block-list" start="3"><li>Validate API Responses in Real-Time: Create API test assertions without writing any script by specifying the expected response of the API. Testsigma will compare the actual response with the expected response to determine the status of the test.</li></ol>



<ol class="wp-block-list" start="4"><li>Create Data-Driven API Tests: Create data-driven API tests from multiple data sources, such as XLS, CSV, and databases, saving time and effort. Plus, you can save and reuse test parameters as data profiles and test multiple data sets without making script changes manually.&nbsp;</li></ol>



<ol class="wp-block-list" start="5"><li>Seamless CI/CD Integration: Testsigma integrates seamlessly with your development and delivery toolchain, making it easy to test your APIs as part of your deployment pipeline, ensuring that your APIs are always tested.</li></ol>



<ol class="wp-block-list" start="6"><li>Achieve Higher Test Coverage: Integrate API tests along with your Web/Mobile UI tests to validate whether they are working together as expected. Get insights into the coverage and functionality of both GUI and API tests, helping you to identify any issues early in the cycle and fix them quickly.</li></ol> 



To learn how you can automate your API tests 10x faster with Testsigma, visit our <a href="https://testsigma.com/automated-api-testing" target="_blank" rel="noreferrer noopener">API Test Automation</a> product page.



You can also book a free demo of Testsigma&#8217;s API testing capabilities <a href="https://testsigma.com/request-demo" target="_blank" rel="noreferrer noopener">here</a>.

We are changing the way quality teams do API testing-forever.

We are changing the way quality teams do API testing—forever.

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<blockquote class="wp-block-quote has-text-align-center is-layout-flow wp-block-quote-is-layout-flow" id="testsigma-has-made-a-mark-in-g2-spring-2023-report">Testsigma has made a mark in G2 Spring 2023 report!</blockquote>



We are proud to announce that Testsigma has been recognized as a <a href="https://www.g2.com/products/testsigma/reviews">High Performer in the Grid® Report for Automation Testing</a> and Software Testing categories. G2 acknowledges Testsigma as having high Customer Satisfaction that includes an average rating of more than 90% in Quality of Support, Ease of Use, and Meeting Customer Requirements. This is an amazing feat for Testsigma as ranking was based on direct feedback from our customers, among various other parameters.



Testsigma also secured the High Performer rank in Asia Business Grid®, Asia Pacific Regional Grid®, and Small-Business Grid® reports.



<div id="toc_container" class="no_bullets">Table Of Contents<ul class="toc_list"><li><a href="#G2_and_its_High_Performer_Award_nbsp">1 G2 and its High Performer Award &nbsp;</a></li><li><a href="#What_Makes_Testsigma_a_G2_High_Performer_nbsp">2 What Makes Testsigma a G2 High Performer? &nbsp;</a></li><li><a href="#What_Customers_Said_About_Testsigma_nbsp">3 What Customers Said About Testsigma? &nbsp;</a></li></ul></div>
<h2 class="wp-block-heading" id="h-g2-and-its-high-performer-award">G2 and its High Performer Award &nbsp;</h2>



G2 is a popular peer-to-peer review website and one of the most renowned marketplaces for software that releases review reports every three months. The report assesses software companies based on various parameters, including customer ratings, reviews, and scores given by verified G2 users.&nbsp;&nbsp;



The High Performer badge in G2 is awarded to enterprises that receive high customer satisfaction ratings from the reviewers in the respective category.&nbsp;&nbsp;



We are honored by the trust that all of our customers placed in us. It is a testimony to Testsigma’s increasing impact in making the life of fellow testers easier, which helps them drive value for their work. We extend a heartfelt thank you to all of our customers. Without your support, this achievement would not have been possible.&nbsp;&nbsp;



<h2 class="wp-block-heading" id="what-makes-testsigma-a-g2-high-performer">What Makes Testsigma a G2 High Performer? &nbsp;</h2>



Ease of Use: Testsigma stands high in customer satisfaction ratings, with all our users saying that the tool is easy to use and navigate. Our customers trust us with good partnership and ease of administration.&nbsp;&nbsp;&nbsp;



Customer Satisfaction: With no-code automation and ease of use, Testsigma shines in the customer satisfaction category with quality customer support.&nbsp;&nbsp;



Implementation: Testsigma supports cloud and on-premises deployment for all automation testing needs.&nbsp;&nbsp;



Market Presence: We are a rapidly growing company that is seeing high traction of organic customers with good user retention.&nbsp;&nbsp;



<h2 class="wp-block-heading" id="what-customers-said-about-testsigma">What Customers Said About Testsigma? &nbsp;</h2>



Our users brand us as a ‘one-stop solution for a different platform,’ ‘easy to use,’ ‘user-friendly,’ and ‘the ultimate test automation tool.’&nbsp;&nbsp;



Here’s what our users said about Testsigma:&nbsp;&nbsp;



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">&#8220;Testsigma so far fulfills most of the requirements of our team at Fairprice.&#8221;</blockquote>



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">&#8220;Excellent tool for automation&#8221; &nbsp;</blockquote>



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">&#8220;Testsigma is an excellent automation tool for rapid automation and reliable test results.&#8221; &nbsp;</blockquote>



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">&#8220;Easily and understandable tool to web automatization&#8221; &nbsp;</blockquote>



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">&#8220;Powerful, tester-friendly open-source platform&#8221; &nbsp;</blockquote>



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">&#8220;It is easy to use, less coding can use for most regressing testing and sanity testing.&#8221; &nbsp;</blockquote>



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow">&#8220;Great all-in-one solution for QA teams to start on Test Automation&#8221; &nbsp;</blockquote>



If you’re looking to transition to no-code test automation and simplify your testing efforts, we would love to help you out. Book a free <a href="https://testsigma.com/request-demo">demo</a> with us today, and see how Testsigma makes testing effortless.

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Hello there, I hope you are doing well! Welcome back to another interesting blog. 



I was watching one of the NAS daily videos with my five-year-old recently. It was about a few Japanese facts. People are incredibly humble and kind. They also appear to emphasize respect for others. This piqued my curiosity to study Japanese culture further. 



Then I got to know about a book called “<a href="https://www.goodreads.com/en/book/show/40534545" target="_blank" rel="noreferrer noopener nofollow">Ikigai: The Japanese Secret to a Long and Happy Life</a>&#8216;. Reading that book was one of the life-changing experiences of my life. Yes, I enjoyed reading that book and suggested to a few of my friends and family members to read this book too. 



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However, my research on Japanese concepts continued. I discovered a wealth of fascinating facts and knowledge about Japanese culture. Finally, it appears that they have much to teach us.



Let&#8217;s study some Japanese phrases and the thoughts behind them in this blog. Also, how is this beneficial to software testers, and why should we have a good understanding of it.



<div id="toc_container" class="no_bullets">Table Of Contents<ul class="toc_list"><li><a href="#What_Are_Japanese_Concepts">1 What Are Japanese Concepts?</a></li><li><a href="#Japanese_Concepts_for_Software_Testers">2 Japanese Concepts for Software Testers:</a></li><li><a href="#To_conclude">3 To conclude:</a></li></ul></div>
<h2 id="h-what-are-japanese-concepts">What Are Japanese Concepts?</h2>



Japanese culture has had a long history of emphasizing excellence and appreciation of detail. Japanese concepts are ideas, values, and beliefs that are important in Japanese culture. Some examples include respect for elders, the importance of hard work, and the idea of harmony between people and nature. 



These concepts help to shape the way people in Japan live their lives. Many of the concepts and philosophies developed in Japan, such as Kaizen and Kanban, have become popular in the software industry. But to my surprise, there are many more overlooked concepts that will enrich your life and help you be a better software tester.



<h2 id="japanese-concepts-for-software-testers">Japanese Concepts for Software Testers:</h2>



Software Testers play an essential role in ensuring the quality of software applications. Let’s see in detail the Japanese concepts which can help us to elevate the testing process:



<p id="kaizen-it-s-an-approach-to-continuously-improve-processes-products-and-services-on-small-incremental-levels-a-philosophy-of-continuous-improvement-focused-on-small-incremental-adjustments-over-time-to-improve-quality">1. <a href="https://en.wikipedia.org/wiki/Kaizen" target="_blank" rel="noreferrer noopener">Kaizen</a>: It’s an approach to continuously improve processes, products, and services on small incremental levels. A philosophy of continuous improvement focused on small incremental adjustments over time to improve quality. 



In the world of software testing, Kaizen is an important concept that testers should be familiar with. Kaizen, which literally translates to “change for the better”,  emphasizes small incremental changes over drastic reform, which can help ensure that any changes made are manageable and effective. Kaizen requires that everyone involved in a project take responsibility for their actions and ensure that processes are continually improved. 



It is a flexible system that allows for changes to be implemented quickly and efficiently, as problems are identified and solutions are put forward. This makes it the ideal methodology for software testing, as testers need to be able to quickly identify and debug any issues that arise during Test execution.



2. Kanban: Kanban is a popular method for managing tasks and processes. It is a system that utilizes visual cards to track progress and prioritize tasks. The cards are placed on a board and visually represent tasks to be done. A process commonly used among software testers, emphasizes doing only the necessary tasks in order to reach the goal. Using visual signals to identify and stimulate process improvement during software testing &#8211; a Kanban system describes, visualizes, and manages the production process. 



Here’s an example of how kanban works: Say you’re working on a marketing project for a client. As part of the project, you need to arrange social media posts, develop content, design sales brochures, and book webinars. You use sticky notes and put them on a Kanban board. The labels on the notes will be: “To-Do”, “In Progress” and “Done”. 



You start by labeling the first note “To-Do”. You need to arrange the social media posts so you write “Arrange Social Media Posts”. You then write the other tasks on other notes and label them “To-Do” as well. As you begin working on the tasks, you move them to the “In Progress” label. Once they are done, you move them to the “Done” label. 



The Kanban board lets you easily see which tasks you have done, which tasks are in progress, and which tasks still need to be done. By visually tracking tasks, it allows you to focus on the tasks that still need to be done. 



 In the world of software testing, there are a variety of concepts and principles that are essential to know in order to do one’s job effectively. Kanban is a powerful tool that can help software testers stay organized and efficient, leading to better results. Kanban works by breaking down tasks and resources into distinct stages, allowing software testers to easily identify bottlenecks and plan ahead for upcoming work.



3. Genchi Genbutsu: It’s a Japanese phrase meaning &#8220;go and see&#8221; that encourages software testers to observe and learn about the end-user experience. A notion that promotes traveling to the real location to obtain knowledge to make a more informed decision. Going to the source to gain a deeper understanding of a process, product, or anything related by directly observing and questioning. 



 It is a core part of the Toyota Production System (TPS) and is a central principle of the company&#8217;s philosophy. The lean manufacturing philosophy behind Genchi Genbutsu is that management should be thorough in their investigations, always going to the source of any customer or production issue to not just physically observe but also learn the underlying causes. For example, a customer is complaining about the application&#8217;s slowness. They try to replicate the user scenario (location, OS/device, user profile) and try to understand more about the root cause. Armed with this data, the project team will then be in a much stronger position to diagnose the issue and prevent it from happening in the future.



4. Shikata Ga Nai:  &#8220;Shikata ga nai,&#8221; or &#8220;Sho ga nai,&#8221; is a Japanese phrase that means “it cannot be helped” or “it is what it is” and nothing can be done about it, accepting that there are certain situations and circumstances that are out of our control. It’s the art of letting it go. Sometimes after strenuous effort, things won’t work the way we wanted them to. For example, if you have worked hard for a production release, and something goes wrong in production, there are multiple reasons for that &#8211; not just insufficient test coverage. So, start work on the bugs and test the fixes. Also, make sure to add those scenarios to the regression test case suite. In a nutshell, instead of thinking about it, work on the action items and just let it go.



5. Kata: Kata is a Japanese word that means &#8220;form&#8221; or &#8220;pattern&#8221;. It is often used to describe specific sequences of exercises used to teach martial arts techniques, such as Shotokan karate. A structured sequence of steps and actions used to practice and teach a skill. Every event will follow a specific pattern and we should implement this skill while studying the application behavior or debugging a defect. Getting to know the pattern can help you gain a deeper understanding of the application behavior.



6. Jidoka: Jidoka is an automated quality control technique pioneered by Sakichi Toyoda of the Toyota Corporation in the early 20th century. It is used to identify and correct defects in a process or product before it is sent to a customer. Jidoka teaches machines and people to detect problems and take appropriate action. Automation with a Human Touch that focuses on preventing defects versus a quick discovery and repair. For example, A manufacturer of widgets is using a jidoka system in their production process. Every time a widget is made, its form and function are assessed. If the widget fails these tests, the machine will shut down and alert a human operator. The operator can then investigate the issue and correct it before any further widgets are produced. This ensures that each widget meets quality standards and prevents bad widgets from being shipped to customers. Similarly, we develop the product prototype and then we develop in sprints, which can help us to ensure that we are on track with the product features.



7. Jishuken: A competitive method of testing in which two tester teams are pitted against one another to improve and refine ideas or processes. Jishuken is a Japanese management style focusing on self-improvement and small, steady improvements in the form of Kaizen. It utilizes a team-based approach to problem-solving, incorporating small incremental changes in improvement processes. Jishuken revolves around a process of continuous improvement and self-reflection, conducted within a team and supported by leaders, to identify areas of improvement and develop strategies to address the issues identified. The concept puts forth the idea that a team can accomplish more when each individual gives up his own opinion to reach a common goal.



8. Muda: Muda is a Japanese business term for “waste”. It is derived from the Lean manufacturing production system and refers to any activity that does not directly add value to the product or service. A concept used for process testing and efficiency; identifying and eliminating unnecessary steps in order to improve the overall process. Waste or any activity that doesn’t add value to the product or service. In the entire Software Testing life cycle, we have to identify the waste and try to eliminate it. This saves a lot of our time and effort. 



9. Poka-Yoke: Poka-Yoke is an approach to mistake-proofing (inadvertent error prevention) processes, products, and services to ensure the end user gets the expected and correct outcome the first time. The purpose of Poka-Yoke is to develop processes to reduce defects by avoiding or correcting (designed to show alerts or warning messages to the user) mistakes in the early design and development phases. 



 This technique is mostly used in manufacturing industries but now this effective technique is also adapted to software development processes as well. We focus more on <a href="https://testsigma.com/blog/how-does-testsigma-support-the-shift-left-approach/" target="_blank" rel="noreferrer noopener">shift left</a> defects and back-end testing to reduce the effort, cost, and time. One simple example could include placing a sticky warning label right next to a hazard sign to draw attention to it, or having a different color key for each type of tool so an operator can easily identify the correct key. In Software Testing, we can implement this and focus more on error-prevention techniques in the early phases of testing.



10. Hansei: The Japanese concept of Hansei is a process of reflection and self-criticism used to improve one’s self. The term translates to “self-reflection” and refers to a reflective process that focuses on challenging one’s own beliefs and opening up to alternatives. Through Hansei, individuals can gain insight into how to solve their present challenges and identify areas of improvement. A concept of personal reflection after completing a task meant to improve future projects. Our retrospective meetings are a great example of the Hansei.



11. Ishikawa Diagram: An Ishikawa diagram, also known as a fishbone, cause-and-effect diagram, or Carter diagram, is a business tool used to identify, analyze, and prevent errors and defects in a process. The Ishikawa diagram is a graphical representation of various causes for an event that can help identify and categorize potential causes. It&#8217;s an organized way to look at an event, breaking down the individual components that cause it.



For example, a software project that is facing delays might look something like this:



Head of Fish (Problem Statement): Delays in Software Project



Bones:



&#8211; People: Unskilled staff, incompatible skills with the task, lack of coordination



&#8211; Process/Systems: Poor planning, resource mismanagement, lack of documentation



&#8211; Materials: Inadequate budget, poor quality



&#8211; Environment: Poor environment, External dependencies



Once the potential causes have been identified, the team can organize and prioritize potential solutions. This helps the team to quickly and efficiently identify the root cause of the problem and take the necessary steps to remedy it.



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 <h2 id="to-conclude">To conclude:</h2>



Isn’t it way too interesting? I enjoyed learning about these Japanese concepts and found that in a way we are already using many of them in our processes and daily work. Not only technical, but sometimes we need to rethink our whole way of doing things. It’s a holistic process of mind, body, and soul. 



I strongly believe everyone has something to teach us and we can learn from everyone. Same way, we can learn from people with different cultural backgrounds and that’s why inclusive teams are the best-performing ones. 



Hope you enjoyed reading this blog. The list is so big, so stay tuned for the next blog to know more about a few other interesting concepts. please let us know what your favorite Japanese concept is and what makes you feel so. 



PC:<a href="http://Freepik.com" target="_blank" rel="noreferrer noopener nofollow">Freepik.com</a>



Read more similar blogs by <a href="mailto:bpricilla@gmail.com">Pricilla Bilavendran</a>:



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As the software development industry continues to evolve and become increasingly complex, organizations must find new ways to streamline their testing processes. Low-code test automation comes into play here. These platforms provide an efficient and cost-effective solution to test automation, empowering engineering teams to create and execute test scripts without extensive programming knowledge. In this post, we will explore the low-code test automation landscape , including the latest trends and challenges.&nbsp;



<div id="toc_container" class="no_bullets">Table Of Contents<ul class="toc_list"><li><a href="#The_State_of_Low_Code_Test_Automation">1 The State of Low Code Test Automation</a><ul><li><a href="#Trends_in_Low_Code_Test_Automation">1.1 Trends in Low Code Test Automation</a><ul><li><a href="#AI_and_Machine_Learning">1.1.1 AI and Machine Learning</a></li><li><a href="#Cloud_Based_Testing">1.1.2 Cloud Based Testing</a></li><li><a href="#Integration_with_CICD_Tools">1.1.3 Integration with CI/CD Tools</a></li><li><a href="#API_Testing">1.1.4 API Testing</a></li><li><a href="#Database_Testing">1.1.5 Database Testing</a></li><li><a href="#Non-Functional_Automation_Testingnbsp">1.1.6 Non-Functional Automation Testing&nbsp;</a></li></ul></li><li><a href="#Challenges_in_Low_Code_Test_Automation">1.2 Challenges in Low Code Test Automation</a><ul><li><a href="#Limited_Customization">1.2.1 Limited Customization</a></li><li><a href="#Integration_with_Legacy_Systems">1.2.2 Integration with Legacy Systems</a></li><li><a href="#Security_Concerns">1.2.3 Security Concerns</a></li><li><a href="#Performance_at_Scale">1.2.4 Performance at Scale</a></li></ul></li></ul></li><li><a href="#Conclusion">2 Conclusion</a></li><li><a href="#Suggested_Readings">3 Suggested Readings</a></li></ul></div>
<h2 class="wp-block-heading" id="h-the-state-of-low-code-test-automation">The State of Low Code Test Automation</h2>



In a <a href="https://www.gartner.com/en/customer-service-support/insights/modernizing-quality-assurance" target="_blank" rel="noreferrer noopener nofollow">poll conducted</a> by Gartner, 88% of leaders say their quality assurance practices are ineffective. Bridging the gap, adopters of low-code/no-code test automation solutions have witnessed a 3X-7X reduction in development &amp; deployment time, a 3X-5X reduction in development costs, and a 30%-35% increase in ROI. Low-code test automation has come a long way in the past few years, with many platforms now offering advanced features and capabilities. These platforms enable quality teams to quickly build and execute <a href="https://testsigma.com/automated-testing" target="_blank" rel="noreferrer noopener">automated tests</a> with minimal coding, helping improve the speed and accuracy of software testing.



One of the major advantages of low-code test automation is its ease of use. These platforms provide a user-friendly interface that allows even non-technical team members to create and execute tests. This means that teams can automate their testing processes without relying on dedicated automation engineers, freeing up valuable resources and reducing the time and cost associated with testing.



Low-code test automation also provides greater flexibility in testing scenarios, with teams able to create and execute tests across a range of devices, browsers, and operating systems. This makes it easier to identify and resolve issues before they impact end-users, ultimately improving the overall quality of the software.



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<h3 class="wp-block-heading" id="trends-in-low-code-test-automation">Trends in Low Code Test Automation</h3>



As the low-code test automation landscape continues to evolve, several emerging trends are worth paying attention to. Here are some of the most significant trends to keep an eye on:



<h4 class="wp-block-heading" id="ai-and-machine-learning">AI and Machine Learning</h4>



According to<a href="https://www.gartner.com/en/conferences/apac/data-analytics-india/featured-topics/data-science-machine-learning-and-artificial-intelligence?utm_source=google&amp;utm_medium=cpc&amp;utm_campaign=EVT_IN_2023_BII11_CPC_SEM1_DSA&amp;utm_adgroup=141794023863&amp;utm_term=&amp;ad=632902336019&amp;matchtype=&amp;gclid=Cj0KCQiAgaGgBhC8ARIsAAAyLfHquZwu-erNa6Lb1z-vQwC-rwYERD6hHaRJ1TB2jlrI11IBbB5w1sMaApg2EALw_wcB" target="_blank" rel="noreferrer noopener nofollow"> Gartner research</a>, companies that use AI engineering methods to create and manage flexible AI systems will perform better than their competitors in deploying AI models faster and more efficiently by at least 25%. Artificial intelligence (AI) and machine learning (ML) are increasingly being integrated into low-code test automation platforms, enabling teams to create more intelligent and sophisticated tests. AI and ML can help identify patterns and trends in testing data, allowing teams to make more informed decisions about where to focus their testing efforts.&nbsp;



AI and ML can also help identify missed opportunities in testing and uncover parts of your software that the automation suites have not touched. You will see tools get better at identifying incremental changes to your software and auto-transform test cases to reflect the new nature of your product&nbsp;



<h4 class="wp-block-heading" id="cloud-based-testing">Cloud Based Testing</h4>



With the rise of cloud computing, it is no surprise that <a href="https://testsigma.com/guides/cloud-testing/" target="_blank" rel="noreferrer noopener">cloud based testing</a> is becoming increasingly popular. By 2025, 70% of organisations will be running functional tests in the cloud. A majority of the low-code test automation platforms are increasingly offering cloud-based testing options, allowing teams to execute tests across a range of environments without the need for extensive infrastructure.



<h4 class="wp-block-heading" id="integration-with-ci-cd-tools">Integration with <a href="https://testsigma.com/blog/ci-cd-tools/" target="_blank" rel="noreferrer noopener">CI/CD Tools</a></h4>



Continuous integration and continuous delivery (CI/CD) have become essential for modern software development, and <a href="https://testsigma.com/blog/the-era-of-low-code-no-code-platforms-what-you-should-know/" target="_blank" rel="noreferrer noopener">low code test automation platforms</a> are starting to integrate with these tools. These integrations enable quality teams to automate their testing processes as part of the CI/CD pipeline, improving efficiency and reducing the risk of errors.



<h4 class="wp-block-heading" id="api-testing">API Testing</h4>



Testing needs will dictate functional testing flows are integrated with API Testing for each release cycle to increase test coverage for various use-case and scenarios. Low-code <a href="https://testsigma.com/automated-api-testing" target="_blank" rel="noreferrer noopener">automated API testing</a> will provide an accessible, efficient, and cost-effective testing solution for APIs, enabling a wider range of team members to participate in testing and providing a more comprehensive testing process and increasing the overall test coverage.



<h4 class="wp-block-heading" id="database-testing">Database Testing</h4>



Quality teams are increasingly being given ownership of the data quality of their systems. Teams will need to cover data validation, and accuracy and ensure no unknown changes to database systems are made over development and release cycles.



Low-code Database testing tools will enable a broader range of team members to participate in testing, including testers, business analysts, and product managers. This can result in faster testing and better test coverage, as more team members can provide feedback on the system.



<h4 class="wp-block-heading" id="non-functional-automation-testing">Non-Functional Automation Testing&nbsp;</h4>



As systems and software scale, non-functional tests like accessibility, performance, load, stress and security testing will take the centre stage. It will become mission-critical to ensure business continuity, handle spikes and increased traffic and repel security attacks using plug-and-play low code automation systems for every release cycle.



<h3 class="wp-block-heading" id="challenges-in-low-code-test-automation">Challenges in Low Code Test Automation</h3>



While low code test automation offers many benefits, there are also some challenges that organizations need to be aware of. Here are some of the key challenges to consider:



<h4 class="wp-block-heading" id="limited-customization">Limited Customization</h4>



Low-code test automation platforms may have limitations when it comes to customization, which could be an issue for teams with more complex testing needs. Organisations should carefully evaluate the capabilities of a low code test automation platform to ensure it meets their specific requirements.



Thankfully, Testsigma is open-source and available for anyone to customize. Testgima cloud allows customers to create and plug in their custom actions via add-ons.



<h4 class="wp-block-heading" id="integration-with-legacy-systems">Integration with Legacy Systems</h4>



Organizations with <a href="https://www.door3.com/modernizing-legacy-systems/" target="_blank" rel="noreferrer noopener">legacy systems</a> may find it difficult to integrate a low-code test automation platform, as these systems may need to be compatible with newer technologies. This could limit the effectiveness of the platform and make it more difficult to achieve the desired level of automation. Organizations will have to invest in kicking off small POCs to ensure they move with the world to a low-code setup very soon.



<h4 class="wp-block-heading" id="security-concerns">Security Concerns</h4>



As with any technology, there are always security concerns when it comes to low-code test automation. Organizations need to ensure that the platform they choose is secure and that any sensitive data is properly protected.



<h4 class="wp-block-heading" id="performance-at-scale">Performance at Scale</h4>



As larger enterprises start moving towards low and <a href="https://www.appypie.com/" target="_blank" rel="noreferrer noopener">no-code platform</a> solutions, they will need large scalable and performant systems that support the speed and agility they need. Frameworks will have to compete with an organization&#8217;s internal frameworks and allow organizations to extend these solutions to their unique needs.



<h2 class="wp-block-heading" id="conclusion">Conclusion</h2>



According to Gartner,&nbsp; by 2025 70% of organizations will be adopting some form of low-code technologies; Low-code test automation offers a range of benefits for organizations looking to streamline their testing processes. With the latest trends in AI and machine learning, cloud-based testing, and integration with CI/CD tools, low-code test automation is becoming an attractive toolkit in the shift-Left arsenal



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<h2 class="wp-block-heading" id="suggested-readings">Suggested Readings</h2>



<a href="https://testsigma.com/blog/why-automated-testing-advantages-of-automated-testing/">Benefits of Automation Testing</a>&nbsp;



<a href="https://testsigma.com/blog/roi-test-automation/">How to Calculate ROI Test Automation And What You Need?</a>&nbsp;



<a href="https://testsigma.com/blog/top-automated-testing-practices-to-follow/">Automated Testing Best Practices: 9 Ways to Ensure Efficient Testing</a>&nbsp;&nbsp;



<a data-wpil="url" href="https://testsigma.com/ai-test-automation">Scope of Automation Testing: How AI Plays an Important Role?</a>&nbsp;