Ever wanted to build your own custom interface to Google’s powerful Gemini models, directly within your .NET applications? Imagine creating a service that can analyze documents, describe images, and answer complex questions, all through a clean, reusable C# class you control. It’s more achievable than you might think. This article will show you exactly how […]
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Automation testing has long been a cornerstone of efficient software development. Among the many tools available, Selenium has been a go-to for developers due to its flexibility and extensive community support. However, in recent years, Playwright has emerged as a powerful competitor, offering several advanced features and improvements that make it a compelling choice for […]
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Introduction: In today’s data-driven world, the exponential growth of data from various platforms and applications presents both challenges and opportunities for businesses. To effectively harness the power of data, modern data architectures are evolving to embrace innovative approaches like data mesh. With data mesh, data is treated as a product, and architectures are designed around […]
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Introduction: In the world of software development, the seamless integration between different components is paramount. Contract testing emerges as a valuable technique to achieve this integration with confidence. This article aims to explore the concept of contract testing, its benefits, appropriate use cases, and drawbacks. Furthermore, we will introduce Pact.io, a powerful contract testing framework […]
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Introduction: Service virtualization has become a game-changer in the realm of software integration and testing. Traditional approaches often rely on live systems or struggle with simulating complex environments, resulting in delays, increased costs, and limited test coverage. However, with the rise of open-source service virtualization technologies, organizations now have a powerful solution at their disposal. […]
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Introduction: Ensuring the quality and reliability of native apps across different platforms and devices is a critical aspect of mobile app development. Automation testing plays a crucial role in achieving this objective by streamlining the testing process, improving efficiency, and reducing human error. In this article, we will explore the techniques to implement automation testing […]
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As web applications continue to evolve, ensuring their quality and functionality becomes paramount. User Interface (UI) automation testing plays a crucial role in verifying the behavior of web applications across different scenarios. However, traditional UI automation testing frameworks often rely on manually identifying and locating elements such as buttons, links, and other components, which can be time-consuming and error-prone. In this article, we explore the application of Deep Learning techniques to automatically recognize website parts and components, facilitating UI automation testing with Selenium.
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In today’s digital landscape, cloud computing has become the backbone of modern applications and services. Cloud providers such as Amazon Web Services (AWS) and Microsoft Azure offer vast computing resources that can be scaled up or down on-demand. However, one of the challenges developers face when working with serverless architectures is the “cold start” problem. Cold start occurs when a function or container is invoked for the first time, leading to delayed response times. In this article, we will explore the concept of cold start, its impact on application performance, and discuss some techniques to mitigate it using AWS and Azure as examples.
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Serverless is the idea that you can run a server-based application without having to manage a server.If you have this article in front of you, there is a chance you are already familiar with serverless. But how do you explain it to others? Do you focus on what it is, a new way to run […]
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In order to perform structured tests, a general description of the task as found in most development models is not sufficient. Besides integrating testing into the development process it is also necessary to provide a detailed test procedure. The development task consists of the process phases test planning and control, analysis and design, implementation and […]
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A microservice architecture is made of single responsibility-focused services that are small, independently and deployable. A complete business application can be obtained aggregating and orchestrating this kind of service. These services are independent of each other, giving you the ability to easily test and deploy each one individually. . A single instance of a microservice […]
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One of the most useful and emerging applications in the ML domain nowadays is using the transfer learning technique; it provides high portability between different frameworks and platforms. Once you’ve trained a neural network, what you get is a set of trained hyperparameters’ values. For example, LeNet-5 has 60k parameter values, AlexNet has 60 million, and VGG- 16 has about 138 million […]
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