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The applications of Artificial Intelligence (AI) has been shifting the technological paradigm for the last decade. AI has changed Software Testing for good and, to date, it continues to bring about improvements in the processes associated with software development.
The applications of Artificial Intelligence (AI) has been shifting the technological paradigm for the last decade. AI has changed Software Testing for good and, to date, it continues to bring about improvements in the processes associated with software development.
By the end of this article, you will have your hands on the top tools implemented with Artificial Intelligence for testing software products. However, before we get to that, let us develop some ground concepts about Software Testing and Artificial Intelligence separately.
During the Software Development Lifecycle, software testing is the last step, but a step of vital importance. Software testing is crucial and it helps to identify any faults in the software product by mapping the requirements onto the developed product. The process of identifying and eliminating bugs, errors, or faults, is also done during this phase.
In other words, Software Testing enables the developers/testers to know if there is any need for changes in the complete product before it is delivered to the client.
Artificial Intelligence refers to the simulation of human-like intelligence in machines and applications that are programmed to think and behave like actual human beings. We see the term Artificial Intelligence being used everywhere, and it primarily refers to any machine that exhibits the traits of a human mind such as learning, reasoning, and problem-solving.
Software Testing is the process of assessing the performance of a program to verify whether the program meets the organization’s requirements for functionalities and design. The process of Software Testing also serves as a way to identify the faults in the program before it is deployed, implemented, or deemed ready for professional use.
Types of Software Testing
Software Testing is primarily categorized into two types:
Automated Testing
Automated Testing refers to the type of Software Testing in which we use automation tools to test the authenticity of developed software products, and to test the software for any potential defects.
Manual Testing
During manual testing, the software products are tested by humans to find out whether the application developed is up to par or not. Testers are required to verify whether the software product adheres to specified requirements to meet the client’s needs.
When a software product is tested using automated tools instead of human labor, the produced results are much more accurate. Artificial Intelligence helps developers and testers identify faults in a developed software product and thus aid in the process of quality assurance. The applications of Artificial Intelligence in software testing have been used for quite a while now because they help to evade errors.
Humans, no matter how careful, always have room for mistakes. However, when you provide specific instructions to AI-based tools, they will not deviate from the processes in place. Hence, this problem-solving behavior has caused applications of Artificial Intelligence to only increase in the past years.
Additionally, since machines are utilized to test software applications, the process takes a shorter time as opposed to when done manually by humans. AI speeds up the software testing process and aids the next phase of the software’s lifecycle, which is quality assurance. If the developed software begs for repetitive testing, humans will have to do it manually themselves and it will take time. However, when it is done by applications and machines, the process will be exponentially faster and result in saving both, time and money.
Testim- Testim is an AI-based testing tool that allows users to take out resilient tests that are coded, code-less, or both. For troubleshooting purposes, the tool helps in aggregating error types, showing before and after screenshots, and providing required relevant data. Testim also includes Smart Locators that help to reduce maintenance and keeps the tests stable.
Eggplant AI- Another incredible AI-based tool for software testing is Eggplant AI. This tool uses different concepts from model-driven software development. The test cases generated use the STUT model. Eggplant AI helps to detect bugs, provides coverage analysis in terms of actions, data, and states, and uses sophisticated algorithms to achieve certain goals.
Sealights- Sealights is a web and AI-based software testing tool that can be used by both QA specialists and developers. It helps them evaluate the actual coverage of the tests. The tool also executes different types of tests from performance, manual testing, unit test, and more.
Mabl- Mabl is a Software Testing tool developed by former employees of Google. These developers specifically wanted to help the software teams to integrate reliable testing feature to the entire development lifecycle to achieve consistency and continuous delivery. This automation platform is SaaS-based and executes functional tests for web applications on all major internet browsers. Mabl is the kind of tool that makes continuous testing easy and scalable for professionals.
Appvance- Appvance stands out from all these AI-based tools because it allows testing a software application based on end-users’ behavior. This tool is one of the most popular AI-based automation tools available, as it helps to improve the performance, security, and quality of software applications. To improve the agility of your company and speed up the testing process, Appvance should be a part of your toolkit!
Applitools- Asoftware testing tool that visually monitors the software applications with the help of a sophisticated algorithm. Applitools helps many professionals and teams throughout the world to identify potential bugs and defects in the software application in the area of Digital Transformation, DevOps, and manual Quality Assurance.
Functionize- This is a cloud and AI-based software testing tool that aids the performance, load testing, and functionality of your software products. Functionize stands out from its competitors because it is super-fast andhas the ability to run thousands of tests in minutes, from the ease of your desktop or smartphone.
