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Microsoft’s long-awaited Windows Copilot Runtime is finally beginning to take shape with the release of a developer preview for the Arm build of its DirectML AI tool. Though it’s still far from production-ready, this update is an important step forward. Developers now have the opportunity to experiment with local AI applications using Copilot+ PCs powered by Qualcomm’s Hexagon neural processing units (NPUs). This marks a significant leap toward integrating AI into the Windows ecosystem, but there are still challenges ahead before the platform is fully optimized for everyday use. To make AI work on the edge, hardware accelerators are essential.…

When the concept of software supply chain security first became a focal point of discussion in 2020, I found myself deeply immersed in trying to define it within a specific context. At the time, I was working at In-Q-Tel, a strategic investor for the U.S. intelligence community, and co-authoring a research paper aimed at measuring the frequency of software supply chain attacks. For our purposes, we decided on a definition that focused on instances of malicious software being introduced into existing distribution channels. This approach seemed logical at the time—attacks typically exploit existing systems and mechanisms for software delivery. However,…

Rethinking Software Development in the Age of Generative AI As generative AI continues to play a growing role in software development, it’s becoming increasingly clear that the mistakes made by AI-driven coding tools are not the same as the errors human programmers might make. These errors are often more subtle, involving issues that stem from the algorithmic nature of AI itself, rather than from human flaws like oversight or misjudgment. However, most enterprise strategies for addressing these mistakes are still based on traditional methods—by simply inserting experienced human programmers to catch errors. This approach, while understandable, is proving to be…

Angular 19: Defaulting to Standalone for Components With the upcoming release of Angular 19, the popular TypeScript-based framework is set to make a significant change in how developers build Angular applications. The new default for components, directives, and pipes will be standalone: true, marking the end of the era where NgModules were the primary structure for organizing Angular code. This shift is a major step in simplifying the framework, as developers will no longer need to manually specify the standalone: true flag when creating new components. Evolution of Standalone Components in Angular The move to standalone components is not entirely…

Getting Started with PostgreSQL 16: A Step-by-Step Guide PostgreSQL has long been a hidden gem in the world of enterprise software and open-source databases. While MySQL has dominated the market for years, PostgreSQL offers a deeper, more feature-rich experience that outpaces MySQL in many areas. As PostgreSQL 16 hits the market, it continues to set the standard for robust and reliable relational databases. This tutorial will guide you through the process of setting up PostgreSQL 16 on your system and provide insight into migrating from previous versions or other database solutions. Installing PostgreSQL on Your Operating System PostgreSQL is available…

HTTP/3: The Future of Web Communication Evolving the foundational protocols of the internet is no small task, but HTTP/3 is set to be a game-changer. Built on the QUIC protocol, HTTP/3 aims to enhance security, reduce latency, and improve performance for web applications. This next-generation protocol addresses many of the inefficiencies in its predecessors, making it particularly relevant for modern, high-speed internet services. For developers and network engineers, understanding HTTP/3 is crucial to keeping up with the ever-changing web landscape. Why HTTP/3 Matters HTTP/3 is designed to overcome the limitations of both TCP and HTTP/2. While HTTP/2 introduced significant improvements…

Qt Pushes Forward with .NET-C++ Interoperability Qt Group is making strides in bridging the gap between C++ and Microsoft’s .NET development ecosystem with its Qt/.NET initiative. This proposed toolkit is designed to facilitate seamless interoperability between the two platforms, allowing developers to leverage both Qt’s C++ framework and .NET’s extensive capabilities. The goal is to provide a robust integration layer that simplifies cross-platform development while maintaining high performance. At the core of Qt/.NET is a custom Qt-based native host responsible for managing .NET assemblies, along with a native-to-managed adapter module. This module provides essential interoperability features such as instance method…

The Evolution and Challenge of Open Source Decades ago, the idea of free and open software was considered radical, even threatening, to the business world. Early advocates of open source believed that software should be a shared resource, fostering collaboration and innovation. However, corporate skepticism was strong, with major industry figures dismissing the movement as impractical or even dangerous. Over time, though, the undeniable advantages of open source—cost-effectiveness, rapid innovation, and widespread adoption—began to shift perceptions. Today, open source is not just accepted but essential. Once labeled as a threat by tech giants, it is now a cornerstone of modern…

Elastic’s recent decision to return to open source marks a significant shift in the ongoing debate over licensing in the open source community. As announced by Elastic’s founder and CTO, Shay Banon, the company will be reintroducing the AGPL (GNU Affero General Public License) alongside its existing ELv2 (Elastic License 2.0) and SSPL (Server Side Public License). Banon expressed excitement over this move, emphasizing that Elastic has always remained committed to open source, despite past licensing changes. This change is largely influenced by the evolving relationship between Elastic and AWS, which had previously created friction over Elasticsearch usage. The conflict…

Kubernetes has revolutionized cloud-native computing, becoming a cornerstone of modern enterprise software. By enabling applications to run efficiently in clusters of containers rather than traditional virtual machines, it has redefined cloud infrastructure. However, despite its dominance, Kubernetes adoption is not yet universal. According to the Cloud Native Computing Foundation’s (CNCF) 2023 survey, 44% of organizations have yet to implement Kubernetes in production. This gap highlights the continued presence of on-premises deployments and suggests that significant growth potential remains in the enterprise market. One of the main barriers to broader Kubernetes adoption is its inherent complexity. The CNCF survey repeatedly identifies…