As one of the most widely used libraries in the Python ecosystem, pandas helps developers analyze, load and transform data across data science, data engineering and machine learning. The flexibility and ease of use of the pandas API have driven rapid growth in popularity, with pandas being used by one in every five developers, according to the StackOverflow 2024 Developer Survey.

The upcoming PHP 8.4 release will include the brand-new feature “property hooks”, a mechanism to add logic to a class property when read from or written to. One benefit of this feature is that you do not need to protect property access with a private property and public getter/setter methods anymore. You can find out how this feature works in the RFC and other places, but in the spirit of this blog we want to focus solely on the performance implications.

Coding assistants are quickly becoming essential tools in the software development process. By 2028, it’s expected that 75% of enterprise software engineers will rely on AI-powered coding assistants, a huge jump from less than 10% in early 2023, according to Gartner. The reason for this sharp increase is clear — AI coding assistants can boost developer productivity by up to 45%. This helps streamline tasks like code generation, review, and documentation, compared to traditional methods.

Efficient and comprehensive testing is crucial in software development, and automated tests play a key role in ensuring product quality. Tools like Selenium Grid are designed to enhance testing efficiency by running tests across multiple browsers and operating systems simultaneously, reducing testing time from hours to minutes.

As software systems grow more complex, ensuring reliable performance and delivering a seamless user experience becomes increasingly challenging. Product teams need the ability to track and analyze system behavior in real-time, allowing them to address issues before they affect users. Product observability offers a proactive approach, enabling teams to gather data, monitor system health, and make informed decisions based on a complete view of both infrastructure and user interactions.

Overcoming issues related to Java Heap Space while building Android projects can be quite challenging and frustrating. Understanding the concept of heap memory in Java is crucial, as well as being aware of the available solutions. This article will provide a brief explanation of the reasons behind the occurrence of the Java Heap Space issue and present Codemagic’s recommended solutions for addressing it.

In the software testing life cycle, integration testing represents a pivotal phase in which each integration point is tested in the system. After thoroughly testing each unit and component individually, the next stage focuses on validating how these elements interact and integrate as a cohesive system. This phase, known as integration testing, ensures that all components work together and meet the overall system requirements.

Welcome to our second launch week! After the success of our very first Launch Week in June, we’re back with another batch of announcements! Last Launch Week, we released: We had a blast rolling out so many new features and announcements at once, we decided we wanted to do it again! So here we are, gearing up for our second launch week in 3 months. If you follow our changelog updates on the Koyeb Community, you’ve seen what we’ve been working on and delivering since then.

At Databox, we’re firm advocates for improving your business through data. But just having that data isn’t enough – you need to manage it well for it to serve you. Customer relationship management (CRM) software excels at capturing the data you need for your marketing and sales operations. But that data needs regular upkeep and careful analysis for you to use it effectively. If you don’t feel like you’re on top of your CRM data management, you aren’t alone.

The astrology business is booming rapidly and so is its popularity. Why? As it has become more accessible than ever before to a global audience due to digital transformation. Nowadays, you can see all over social media how people are talking about their zodiacs and matching their personalities or compatibility with each other. This, in turn, has led to an uprising in demand for the astrology app development company.