Building reliable software with AI tools isn’t easy. The technology keeps getting smarter, but many applications still run into the same old problems. Experts like Andrew Ng and Santiago Valdarrama are pointing out that while AI capabilities grow rapidly, developers need to focus on simple, tried-and-true methods to keep their systems working well. It turns
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Software Development
More developers are now able to modernize their applications faster thanks to the new GitHub Copilot app modernization tools. These tools are designed to help teams update old code and move their apps to the cloud without spending months on the process. Now generally available, the tools support both Java and .NET platforms and focus
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Python developers have a lot to look forward to this year. From easier ways to package your apps to powerful new debugging tools in Python 3.14, there’s plenty to explore. Plus, new libraries are making data analysis and performance optimization smoother than ever. Packaging Python Apps Made Simple with PyApp One common challenge for Python
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A group of eight big organizations that run some of the world’s most important software package registries have issued a strong warning. They say their current funding system is “dangerously fragile” and could soon break down. This could mean major changes for how companies access the tools and data that power billions of software downloads
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PostgreSQL has just released its latest version, Postgres 18, continuing a tradition of major updates each fall. This database software is wildly popular among developers, with over 15,000 people naming it their favorite in the 2025 Stack Overflow Developer Survey. The new release features over 200 updates, thanks to the efforts of 110 contributors—a boost
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GitHub and Microsoft are pushing AI tools deeper into software development. Their latest release, called Spec Kit, aims to turn simple code helpers into full-on development partners. Instead of just offering code snippets, Spec Kit guides you through building a complete app from idea to prototype in just a few hours. What is Spec Kit
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Java records are a newer way to handle data in your Java programs. They help you write cleaner code by reducing the amount of boilerplate, like constructors and getter methods. Instead of writing all that repetitive code, you just declare your record’s fields, and Java takes care of the rest. How Java Records Work in
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Back in the early days of programming, everything was just a big mess of global variables. Developers could change anything at any time, which often led to bugs and confusion. Over time, programmers learned that using immutable data and pure functions makes code more reliable and easier to understand. From Wild West to Structured Code
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GraalVM 25 has just been released, bringing a bunch of improvements to Oracle’s tool for turning Java code into native binaries. Alongside it, Oracle rolled out JDK 25, marking a significant update in the Java ecosystem. These updates aim to make native image generation more precise, faster, and more secure. Enhanced Native Image Capabilities One
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Spring WebFlux is a popular framework for building reactive applications in Java. It’s designed to handle streaming data efficiently without blocking threads. This makes it ideal for real-time apps and high-throughput systems. Getting Started with Spring WebFlux To try out Spring WebFlux, you need Java 17 or 21 installed. The easiest way is to install
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