Cross-Platform Testing with AI/ML – Benefits & Challenges
Drivers for cross-platform testing Accelerated adoption of digital has impaired users when it comes to the choice of device, operating system, browser as well as a platform to access any application. The defining pillar of customer experience in this digital landscape is a seamless experience across multiple channels, each with its device – Operating System […]
TestOps – Assuring application quality at scale
The importance of TestOps Continuous development, integration, testing, and deployment have become the norm for modern application development cycles. With the increased adoption of DevOps principles to accelerate release velocity, testing has shifted left to be embedded in the earlier stages of the development process itself. In addition, microservices-led application architecture has led to the […]
Intelligent quality engineering (QE) in continuous integration and delivery
With digital adoption being on an accelerated path than ever before, faster launch to the market and continuous delivery have become a prerequisite for competitive differentiation. While CI/CD pipeline-based software development has become the norm, QE’s role in the CI/CD-based development process is equally important. Continuous integration increases the frequency of running software builds, thereby […]
Uncovering Nuances in Data-led QA for AI/ML Applications
QA for AI/ML applications requires a different approach when compared to traditional applications. Unlike the latter that has set business rules with defined outputs, the continuously evolving nature of AI models makes their outcomes ambiguous and unpredictable. QA methodologies need to adapt to this complexity and overcome issues relating to comprehensive scenario coverage, lack of […]
Adopt the Right Testing Strategies for AI/ML Applications
The adoption of systems based on Artificial Intelligence (AI) and Machine Learning (ML) has seen an exponential rise in the past few years and is expected to continue to do so. As per the forecast by Markets and Markets, the global AI market size will grow from USD 58.3 billion in 2021 to USD 309.6 […]
Fundamentals of microservices architecture testing
The importance of microservices architecture testing Increased adoption of digital has pushed the need for speed to the forefront. The need to conceptualize, develop, launch new products and iterate to make them better, much ahead of the competition and gain customer mindshare, has become the critical driver of growth. Adoption of agile principles or movement […]
Responsible Testing – Human centricity in Testing
Responsibility in testing – What is responsible testing? Consumers demand quality and expect more from products. The DevOps culture emphasizes the need for speed and scale of releases. As CI/CD crisscrosses with quality, it is vital to engage a human element in testing to foresee potential risks and think on behalf of the customer and […]
