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The Future of Test Automation: Trends, AI, and the Role of QA Engineers
Introduction
Test automation is evolving rapidly, driven by emerging technologies like artificial intelligence (AI) and machine learning (ML). As software development accelerates, QA engineers must adapt to new tools, trends, and methodologies to ensure faster and more reliable testing.
Key Trends in Test Automation
AI-Powered Testing –
AI and ML are enhancing test automation by improving test script generation, self-healing test cases, and predictive analytics. Tools like Testim and Mabl use AI to optimize test execution.
Codeless Test Automation –
No-code/low-code platforms enable testers without programming skills to create automated tests, making web automation testing more accessible.
Shift-Left Testing –
Testing is integrated earlier in the development lifecycle, enabling faster bug detection and reducing rework costs.
Cloud-Based & Parallel Testing –
Cloud platforms like Sauce Labs and BrowserStack allow scalable, cross-browser testing with parallel execution, improving efficiency.
The Evolving Role of QA Engineers
With AI automating repetitive tasks, QA engineers are transitioning into test strategists and automation architects. They focus on designing robust automation frameworks, improving test coverage, and integrating AI-driven insights into testing strategies.
Conclusion
The future of test automation is AI-driven, cloud-based, and more strategic. QA engineers must upskill in AI, automation frameworks, and DevOps to stay ahead in this evolving landscape.
#test automation solution#ai software testing#web automation software#web automation testing#automation web application#test automation platform#test automation as a service#test data automation#automated web application testing#qa automation solutions
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Abathur

At Abathur, we believe technology should empower, not complicate.
Our mission is to provide seamless, scalable, and secure solutions for businesses of all sizes. With a team of experts specializing in various tech domains, we ensure our clients stay ahead in an ever-evolving digital landscape.
Why Choose Us? Expert-Led Innovation – Our team is built on experience and expertise. Security First Approach – Cybersecurity is embedded in all our solutions. Scalable & Future-Proof – We design solutions that grow with you. Client-Centric Focus – Your success is our priority.
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🚀 I Built AutoFillix – A Smart Chrome Extension to Autofill Forms Instantly
Like many developers, I was tired of filling out the same details over and over — name, email, phone number — every time I submitted a job form, Google Form, or sign-up page.
So I built AutoFillix, a smart and secure Chrome extension that:
Autofills common fields (name, email, phone, etc.)
Works on Google Forms and regular web forms
Stores your data locally (no login, no cloud)
Is completely free and easy to use
🔐 Why it’s different:
AutoFillix respects your privacy. Your data stays in your browser — nothing is sent to a server.
🧩 Try It Out:
👉 Install AutoFillix from the Chrome Web Store
💬 Feedback Welcome:
This is just the beginning! If you have suggestions or ideas, feel free to comment. 😊
#chrome extension#web development#programming#productivitytools#technology#software#student life#code#ai tools#automation
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Why I Love Get By Text
I have a confession: I've been writing browser tests lately, and my preferred approach to locators is becoming get by text or get by label.
I am aware that some of you might want to throw some full wine bottles at me now. But I stand by it.
Over the course of my career as a test automation specialist, I've worked with a bunch of web applications for which I automated browser tests. One of the most critical aspects of writing browser tests is finding good locators to hook into in order to drive the application. Naturally, since there are plenty of options there are also plenty of opinions on what kind of locator strategies to use. Typically these follow some kind pattern like this;
Use id attributes that are permanent, if you can. If you can't, then
Use data-testid or other custom attributes specifically for automation if you can. If this isn't an option then
Use class attributes, which tend to be stable. If you can't do this, then
Use CSS properties to specify elements. And if all the above aren't options, then
Use text or xpath locators or something and hope for the best.
Generally patterns like this are a good heuristic for identifying locators. However, the nature of front-end web applications has gradually changed over the past decade. Most front-ends are now generated through frameworks and not through hand-written HTML, CSS and JS. A result of such frameworks is that elements aren't always able to be directly manipulated by developers, and you need to rely on the capabilities of the framework. Browsers (and computers more generally) have gotten faster and more efficient. And lastly, tooling has evolved greatly for browser automation. Selenium WebDriver is a web standard now, and there's lots of other tools that can be used.
Based on all this progress, one would imagine that there's been progress on how to choose or use locators well with modern and maybe less-modern web apps and pages. One would be, I think, disappointed to find out there hasn't been much progress here. Finding and maintaining locators is pretty similar to how things looked many years ago. Front-end developers still hesitate to add custom attributes for testing sometimes. Newer web frameworks dynamically create elements, so id attributes are either not present or not reliable enough for automation. No one understands CSS, still.
What to do based on this state of affairs? I've been using Playwright lately for browser automation, and Playwright provides a getByText() method for finding elements. I started using it out of convenience at first and, well, I'm convinced it's a good approach. Why? Because - frankly - it works well.
The thing about text in web applications, whether that be labels next to inputs or placeholder text, is that it's actually fairly stable. Most buttons with the text Submit will continue to have the text Submit for a long time. And if the text does change on an element it is straightforward and obvious to update your tests. Plus, text doesn't tend to go away: moving from Angular to React to Vue to Svelte still means your Name field has a label of "Name" that end users will see.
One big objection to using text is localization internationalization, which can be a valid point. However, if your web app has five options for language, does that mean the logic and workflows change as well? They might, but if they don't, you can likely test one language and still feel confident in the test results. If you can't use text-based locators, then you'll have to evalutate your strategy anyway.
I am a big fan of the adage "What's the simplest thing that could possibly work". When it comes to finding elements by text, this advice seems to hold true.
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https://gqattech.com/compatibility-testing/
https://gqattech.com/firmware-testing/
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https://www.istudiotech.in/artificial-intelligence-development-company-in-chennai-india/
iStudio Technologies is a leading Artificial Intelligence (AI) Development Company in Chennai, offering cutting-edge solutions that empower industries like education, finance, and mobile apps. Their services include AI chatbots, voice assistants, automated grading, secure online assessments, and hyper-personalized learning systems to enhance productivity, decision-making, and user experience.
#AI Development#Artificial Intelligence Chennai#Machine Learning Solutions#AI Chatbot#EdTech AI#AI in Education#AI Software Company#Smart Learning Tools#Automation in Education#AI Developers Chennai#web designing company in chennai
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Voice Broadcasting Software India
Best Voice Broadcasting Service in India - Broadcast your message in multiple regional languages and connect with your target audience. Increase conversion rate and engagement with impactful voice broadcasting service. Connect with go2market today.

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Grok vs Siri vs Google Assistant: Who Wins in 2025?
#grok#grok ai#grok3#grokimages#grok3ai#tech news#siri#security#outlook#google assistant#ai assistant#business automation#ai#artifical intelligence#app#game#web#software#usa
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The 7 Toughest Problems Faced by Testers in Selenium Test Automation

Selenium is one of the most popular tools for automation testing, widely used by QA professionals for testing web applications. While it offers great flexibility, compatibility with various browsers, and support for multiple programming languages, it’s not without its set of challenges. As a tester, you’re bound to encounter a few bumps along the way while using Selenium automation testing to conduct web testing. In this article, we’ll explore the 7 toughest problems faced by testers during Selenium test automation and provide practical solutions to handle them.
1. Dealing with Dynamic Web Elements
One of the most frustrating issues in Selenium test automation is working with dynamic web elements. In today’s fast-paced development environment, websites are more dynamic than ever, with elements like buttons, pop-ups, and menus that change their positions, IDs, or classes. This makes it challenging for Selenium to locate elements consistently.
Solution: The key to dealing with dynamic elements is to use flexible locators like XPath or CSS selectors with wildcards. Also, employing explicit waits helps ensure that Selenium interacts with elements only when they’re fully loaded, reducing the risk of failed interactions.
2. Browser Compatibility Problems
Another major challenge in web testing with Selenium is ensuring that your application works consistently across different browsers. While Selenium supports multiple browsers like Chrome, Firefox, and Safari, it’s common to encounter subtle inconsistencies in how web pages are rendered or how elements are handled in different browsers.
Solution: To overcome browser compatibility issues, testers should run their tests on all major browsers supported by the application. Selenium Grid is a great tool to speed up this process by enabling parallel test execution across multiple browsers and operating systems, ensuring broader test coverage.
3. Flaky Tests and Unreliable Results
Flaky tests are a nightmare for testers. These are tests that fail randomly, without any obvious reason, which can be frustrating and time-consuming. This often happens when there are issues with page loading, network delays, or elements that aren’t properly synchronized with the test script.
Solution: To prevent flaky tests, it’s crucial to use waits (explicit or implicit) to allow the page to load completely before interacting with elements. Proper synchronization between the test script and the web elements is key to ensuring reliable results. Updating Selenium and browser versions regularly can also help reduce these random failures.
4. Challenges with Cross-Platform Testing
Testing an application across multiple platforms, such as Windows, macOS, or Linux, can be tricky with Selenium automation testing. Different operating systems may cause discrepancies in how elements behave, or you may encounter platform-specific issues with browser drivers and configurations.
Solution: A great way to tackle cross-platform testing challenges is by using cloud-based testing platforms like Sauce Labs or BrowserStack, which provide pre-configured environments for testing across different operating systems and browsers. Additionally, integrating Selenium with these tools allows you to run tests in parallel and streamline cross-platform testing.
5. Test Maintenance Overhead
As the web application evolves with new features and updates, maintaining the Selenium automation testing scripts can become a real headache. Frequent changes to web elements, such as modifications in IDs or class names, require testers to continuously update their scripts.
Solution: To make test maintenance easier, follow the Page Object Model (POM) design pattern. This approach encourages creating reusable components for web pages, which minimizes code duplication and makes it easier to update scripts when changes occur. Also, using version control systems like Git helps manage script updates efficiently.
6. Handling Pop-ups and Alerts
Pop-ups and browser alerts are common in many web applications. Unfortunately, these can be tricky for web testing because they don’t always follow the same DOM structure as other page elements, making them hard for Selenium to interact with.
Solution: Fortunately, Selenium provides special methods for handling alerts and pop-ups, such as Alert interface functions. These allow you to accept, dismiss, or capture the text from pop-ups. For more complex pop-ups, you may need to interact with browser-specific settings or use additional browser drivers to handle them smoothly.
7. Managing Test Data
When running tests, especially for data-driven scenarios, managing test data can be cumbersome. Testers need access to accurate and up-to-date data for each test case. Failing to handle test data correctly can result in unreliable or inconsistent test outcomes.
Solution: To streamline test data management, use tools like TestNG or JUnit that integrate well with external data sources such as Excel files, databases, or APIs. Automating data preparation and using test data generators will ensure consistency and accuracy in your test runs, making it easier to manage the data for each test scenario.
#web testing#selenium test automation#selenium automation testing#software testing#automation testing#load and performance testing
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How AI is Revolutionizing Automation Testing: A Deep Dive
Artificial Intelligence (AI) is transforming automation testing by making it faster, smarter, and more efficient. Traditional automation testing relies on scripted test cases, but AI-powered testing goes beyond by incorporating self-learning, adaptability, and predictive analytics.
Key Ways AI is Revolutionizing Automation Testing
Self-Healing Test Scripts: AI can automatically update test scripts when UI elements change, reducing maintenance efforts.
Predictive Test Case Selection: AI analyzes historical data to identify high-risk areas, optimizing test coverage.
Intelligent Test Automation: AI-powered bots can generate and execute test cases, improving efficiency.
Visual Testing with AI: AI-driven image recognition ensures pixel-perfect UI validation.
Faster Defect Detection: AI analyzes logs and test automation solution results to detect patterns, predicting failures before they occur.
Benefits of AI in Automation Testing
Reduces test maintenance efforts by adapting to UI changes.
Enhances accuracy by eliminating human errors in repetitive tasks.
Speeds up testing cycles, enabling faster releases in Agile and DevOps environments.
Conclusion
AI is reshaping automation testing by improving efficiency, accuracy, and scalability. As AI-driven tools evolve, embracing them will be key to achieving smarter, more reliable software testing in the future.
#test automation solution#ai software testing#web automation software#web automation testing#test automation as a service#test data automation#automated web application testing#qa automation solutions#automation testing as a service#automation test data management#cloud automation testing
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Next-Gen AR Development: Bringing Ideas to Life - Atcuality
Augmented reality is no longer just a futuristic concept—it’s here, transforming industries and enhancing real-world applications. At Atcuality, we specialize in custom AR solutions designed to create interactive, engaging, and scalable experiences for businesses of all sizes. Our augmented reality development services cater to diverse industries, including retail, tourism, real estate, and automotive, helping brands deliver unforgettable user experiences. Whether you need AR-powered product visualization, training simulations, or interactive storytelling, our expert team ensures a seamless, high-quality solution tailored to your needs. Elevate your business with Atcuality’s cutting-edge AR technology and shape the future of digital interaction today!
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Industrial Alarm Management Application
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📢 Push Notifications for Small Business Owners – Start for Free!
Running a small business? Keeping in touch with customers is essential, but developing an app or using complex marketing solutions can be expensive and time-consuming. Fortunately, push notifications offer a simple and cost-effective way to stay connected with your customers. Today, let’s explore how even small business owners can start using push notifications for free with TapToFan! 1. Push…
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iShivax, established in 2019, is a leading global IT solutions provider specializing in software, web, and mobile app development, as well as IoT and automation services. With offices in the USA, India, Canada, and Dubai, they offer end-to-end solutions to clients across over 25 countries. Their mission is to transform business perceptions into reality through technological innovation and a client-centric approach. iShivax has been recognized with several industry awards, including the Tech Innovator Award and the Global IT Leadership Award, underscoring their commitment to excellence and client satisfaction.
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Top Custom Web App Development Company Near You
Zyneto Technologies is a trusted web app development company, providing best and custom web development services that specifically fulfill your business goals. Whichever website developers near me means to you or global partners you’ll gain access to a team of scalable, responsive, and feature rich web development solutions. We design intuitive user interfaces, build powerful web applications that perform seamlessly, providing awesome user experiences. Our expertise in modern technologies and framework enables us to design, develop and customize websites /apps that best fit your brand persona and objectives. The bespoke solution lines up to whether it is a startup or enterprise level project, the Zyneto Technologies delivers robust and innovative solution that will enable your business grow and succeed.
Zyneto Technologies: A Leading Custom Web Development and Web App Development Company
In the digital age, having a well-designed, high-performing website or web application is crucial to a business’s success. Zyneto Technologies stands out as a trusted web app development company, providing top-tier custom web development services tailored to meet the specific goals of your business. Whether you’re searching for “website developers near me” or partnering with global experts, Zyneto offers scalable, responsive, and feature-rich solutions that are designed to help your business grow.
Why Zyneto Technologies is the Top Custom Web Development Company Near You
Zyneto Technologies is a highly regarded name in the world of web development, with a reputation for delivering custom web solutions that perfectly align with your business objectives. Whether you're a startup looking for a personalized web solution or an established enterprise aiming for a digital overhaul, Zyneto offers custom web development services that deliver lasting value. With a focus on modern web technologies and frameworks, their development team crafts innovative and robust web applications and websites that drive business growth.
Expert Web App Development Services to Match Your Business Needs
As one of the leading web app development companies, Zyneto specializes in creating web applications that perform seamlessly across platforms. Their expert team of developers is proficient in designing intuitive user interfaces and building powerful web applications that provide a smooth and engaging user experience. Whether you require a custom website or a sophisticated web app, Zyneto’s expertise ensures that your digital solutions are scalable, responsive, and optimized for the best performance.
Tailored Custom Web Development Solutions for Your Brand
Zyneto Technologies understands that every business is unique, which is why they offer custom web development solutions that align with your brand’s persona and objectives. Their team works closely with clients to understand their vision and create bespoke solutions that fit perfectly within their business model. Whether you're developing a new website or upgrading an existing one, Zyneto delivers web applications and websites that are designed to reflect your brand’s identity while driving engagement and conversions.
Comprehensive Web Development Services for Startups and Enterprises
Zyneto Technologies offers web development solutions that cater to both startups and large enterprises. Their custom approach ensures that every project, regardless of scale, receives the attention it deserves. By leveraging modern technologies, frameworks, and best practices in web development, Zyneto delivers solutions that are not only technically advanced but also tailored to meet the specific needs of your business. Whether you’re building a simple website or a complex web app, their team ensures your project is executed efficiently and effectively.
Why Zyneto Technologies is Your Ideal Web Development Partner
When searching for "website developers near me" or a top custom web app development company, Zyneto Technologies is the ideal choice. Their combination of global expertise, cutting-edge technology, and focus on user experience ensures that every solution they deliver is designed to meet your business goals. Whether you need a custom website, web application, or enterprise-level solution, Zyneto offers the expertise and dedication to bring your digital vision to life.
Elevate Your Business with Zyneto’s Custom Web Development Services
Partnering with Zyneto Technologies means choosing a web development company that is committed to providing high-quality, customized solutions. From start to finish, Zyneto focuses on delivering robust and innovative web applications and websites that support your business objectives. Their team ensures seamless project execution, from initial design to final deployment, making them a trusted partner for businesses of all sizes.
Get Started with Zyneto Technologies Today
Ready to take your business to the next level with custom web development? Zyneto Technologies is here to help. Whether you are in need of website developers near you or a comprehensive web app development company, their team offers scalable, responsive, and user-friendly solutions that are built to last. Connect with Zyneto Technologies today and discover how their web development expertise can help your business grow and succeed.
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