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Software development is constantly evolving, but quality assurance (QA) is lagging behind. This is a problem, because QA is essential for ensuring that software is released with few defects. In the past, QA teams could rely on manual testing to find bugs. However, the pace of software development has accelerated, and manual testing is no longer enough. In this blog post, we will explore why QA is lagging behind software development in innovation. We will discuss the challenges that QA teams face, and we will offer some suggestions for how to close the innovation gap. We will also discuss whether QA testing is harder than software development. So if you are interested in learning more about the future of QA, read on! There are a few reasons why QA is lagging behind software development in innovation. • Traditional QA methods are not keeping up with the pace of development. The…

Crowd intelligence can have a significant impact on AI training. By leveraging the collective intelligence of a large group of people, crowdsourcing can make AI training more efficient, cost-effective, accurate, and diverse. Below is some information on the impact of crowd intelligence on AI training:● Increased efficiency : Crowdsourcing can be a more efficient way to train AI than traditional methods, such as manually labeling data. This is because crowdsourcing can tap into the collective intelligence of a large group of people who can quickly and easily label large amounts of data.● Lower costs: Crowdsourcing can also lower the cost of training AI. This is because crowdsourcing can be used to collect data from a variety of sources, such as online forums, social media, and other online platforms. This can save the cost of collecting data from traditional sources such as surveys and interviews.● Improved accuracy and diversity: Crowdsourcing can…

The scope of Artificial intelligence AI in software testing is broad and encompasses various aspects of AI system development and deployment. Here are some key areas within the scope of testing in AI: Data Testing: AI systems heavily rely on data for training, testing, and validation. Data testing involves ensuring the quality, completeness, and accuracy of the training data. It includes data preprocessing, data validation, and data augmentation techniques. Model Testing: This involves testing the AI model or algorithm itself. It includes verifying the model’s performance, accuracy, and robustness across different scenarios and input data. Model testing may involve evaluating metrics such as precision, recall, accuracy, F1-score, and analyzing the model’s behavior under different conditions. Performance Testing: AI systems often deal with large volumes of data and complex computations. Performance testing focuses on assessing the system’s speed, responsiveness, scalability, and resource utilization. It helps identify potential bottlenecks, optimize algorithms, and…

The scope of “Payment Testing” typically involves testing the functionality, security, and performance of payment processing systems or applications to ensure they are functioning as intended and meeting the requirements of the business and end-users. Payment systems can include various types of transactions such as credit card payments, online banking transfers, mobile payments, electronic wallets, and other forms of digital payments. The scope of Payment Testing may include, but is not limited to, the following areas: Functional testing: Verifying that payment processing systems or applications are working correctly, including validating the various stages of a payment transaction such as initiation, authorization, processing, settlement, and confirmation. Security testing: Ensuring that payment systems are secure and protected against potential threats, vulnerabilities, and attacks such as fraud, data breaches, and unauthorized access. This may involve testing for encryption, authentication, authorization, input validation, and other security measures. Compliance testing: Ensuring that payment systems comply…

Its time to enhance!Crowd4Test is introducing the concept of Bugathon to its ecosystem!We will be working on Bugathon model in parallel with Crowdtesting.Do you know about Bugathon? Want to know about the key differences between Bugathon and Crowdtesting? Lets find out :-What is Bugathon? A software bugathon is an event where software developers, testers, and other experts come together to find and fix bugs in software applications. The term “bugathon” is a combination of the words “bug” (a defect or error in software code) and “marathon” (an endurance event that involves a long period of sustained effort). During a Bugathon, participants work collaboratively to identify and resolve software bugs within a designated time period. The goal is typically to find as many bugs as possible and fix them before the event ends. Bugathons can be held for a variety of reasons, such as improving the quality of software products, enhancing…

Test automation As more and more organizations come to understand the advantages of automation, the trend towards automating tests will only continue to spread.This will involve a greater uptake of automated testing tools and frameworks like Selenium, Appium, and Robot Framework. Artificial Intelligence and Machine Learning in Testing AI and ML will be used increasingly frequently in testing. These tools can be used to automate testing procedures, spot patterns in test data, and even recommend test cases based on past outcomes. Continuous testing Rather of waiting until the conclusion of the development process, continuous testing involves testing frequently and early on. As businesses strive to produce software more quickly and frequently, this trend will only intensify. Shift-Left Testing This is a methodology that emphasizes testing early in the development process, as close to the requirements stage as possible. This technique will gain popularity as businesses look to find and address…

Introduction As you look to adopt an automated testing process to meet the rising demand for faster delivery cycles and bug-free releases, it’s vital to assess whether the return on investment (ROI) is worth the change. Before executing, or even thinking of building out an automation strategy, you’ll want to calculate the net gain you’ll see from transitioning. Divide this by the net investment needed to transition (i.e., the tools and resources you use), and you’ll get your ROI for automated testing. The equation to measure ROI of Automated Testing is – Automation ROI = ( Gains- Investment ) / Investment The six ways to Measure ROI of Automated Testing: Start by breaking down the ROI equation into two parts and review how to calculate your Gains as well as your Investments. To establish ROI, first compute the following six costs and reduction in costs. We’ll go through the measurements…

The Covid-19 pandemic has reformed the business landscape for the planet. it isn’t only a health crisis of immense proportions—it’s also an imminent restructuring of the world economic order. Consequently, there are now learnings to think about when pivoting toward the “new normal” which will help organizations thrive within the future. Will this stimulate crowdsourcing post Covid-19? or will the offshoring tradition administrated post pandemic? Offshoring With a market greater than $50B in India alone, the worldwide offshore market has been very successful within the past few years with none reconsideration. How ever there could also be some recent development that emerge thanks to Covid-19 pandemic. Most of the offshoring firms aren’t prepared for this pandemic and also the lockdowns. Especially the offshoring teams don’t seem to be responsive to this work from home scenarios but any how they still manage the performance and client requirement by tackling the operational challenges. the businesses which are more relied on offshoring firms for his or her software testing services are now left within the stagger. Crowdsourcing Crowdsourcing has become a crucial tool for businesses to leverage in an exceedingly sort of areas, including data collection, creating…

India is still fighting hard during the Covid-19 pandemic. Remote working has become a New Normal to the organizations. However, this gave most of the companies a chance to explore new employment models. Many companies are now evaluating an alternative workforce model with the employees as freelancers and remote workers. Demand for freelance jobs is on the rise as organizations get increasingly used to the virtual workplace and remote working, and in some cases look at cutting fixed employee costs post the Covid-19 outbreak. Large companies in sectors such as IT and IT-enabled services, FMCG, pharmaceuticals, education, professional services, and consulting are now looking at utilizing freelance talent more than before. Benefits of hiring a freelancers Flexibility and Special Expertise Freelancer talent offers your business flexible access to special expertise at the proverbial drop of a hat. Reduced Risk The fact that freelancers are not technically employees greatly reduces the…

Every user in this world expects the software to do wonders and interact with the other application to give uninterrupted service. To meet such requirement companies of all sizes are moving towards API-driven software architecture. Any company can create an application that sends an impulse to a public API and receives a certain response. This enables coherent communication and information exchange between multiple software systems from multiple software companies. What is API Testing? API (Application Programming Interface) enables communication and data exchange between two separate software systems. It also involves testing application programming interfaces directly and as part of integration testing to determine if they meet expectations for functionality, reliability, performance, and security. Ola and Uber’s applications are real-world examples of how APIs are used by developers to integrate functionality developed by other companies. When you book a cab using ola or uber the application doesn’t know how to find the route so it…