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How Dapr Enhances Cloud-Native Development Dapr, the distributed application runtime, is nearing the end of its incubation period with the Cloud Native Computing Foundation (CNCF). With regular updates and enhancements, Dapr has evolved into a powerful platform for developing and running cloud-native applications. It can be deployed on top of Kubernetes or as a self-hosted binary, making it adaptable for various use cases and environments. This flexibility has made Dapr a go-to solution for modern cloud-native application development. One of Dapr’s standout features is its support for self-hosted applications. This option allows developers to bring in IoT devices and other…

Google Cloud Expands Spanner with Graph Processing for AI and Analytics Google Cloud has introduced graph processing capabilities to its fully managed distributed SQL database service, Spanner, under the name Spanner Graph. This update is aimed at enhancing data modeling and relationship mapping, particularly for AI-driven applications such as recommendation engines and fraud detection systems. Analysts suggest that the new feature will help businesses leverage complex data structures more effectively in an increasingly AI-focused landscape. According to Steven Dickens, chief technology advisor at The Futurum Group, the addition of Spanner Graph aligns with the growing need for advanced data analytics…

Building a Persistent Data Layer with Java, React, and Spring Boot In the first article of this series, we developed a simple Todo app that integrated a React front end with a Java back end using Spring Boot. We explored how to define JSON API endpoints and interact with them using React components and JavaScript’s Fetch API. However, our implementation so far only stored to-do items in memory, meaning the data was lost whenever the server restarted. In this article, we’ll enhance our back end by introducing MongoDB and Spring Data to enable persistent data storage. Developing the Data Layer…

White House Takes Cautious Approach to AI Regulation—For Now The Biden Administration has opted not to impose immediate restrictions on the open availability of large AI model weights, though it has left the door open for future regulation. In a report released Tuesday by the US Department of Commerce’s National Telecommunications and Information Administration (NTIA), officials acknowledged the complex risks and benefits associated with open AI models but emphasized that current technological developments are too fluid to justify decisive action at this time. The report particularly examined the implications of dual-use foundation models—powerful AI systems trained on extensive datasets and…

The Rise and Fall of Stack Overflow I still remember when the great Jeff Atwood (User #1) took to Twitter, asking the community for name suggestions for a new website aimed at developers. At the time, he was vague about the exact purpose of the site, but soon, alongside his partner Joel Spolsky, he launched Stack Overflow. Little did we know, it would become one of the most influential resources for developers worldwide. Their vision was simple yet powerful: to create a free, open space where developers could ask questions and receive high-quality answers from their peers. Unlike traditional forums,…

Google has introduced significant updates to both its Flutter framework and the Dart programming language, marking the release of Flutter 3.24 and Dart 3.5 on August 6. Among the new features, one of the most notable is the early preview of the Flutter GPU API, a low-level graphics API designed for developers who want to create custom rendering solutions from the ground up. This API opens up new possibilities for building high-performance, immersive experiences by allowing developers to define their own raster pipelines and send draw calls directly to the GPU. The Flutter GPU API is integrated into the Flutter…

A proposal within the OpenJDK community is suggesting a way to enhance Java application startup times through the concept of ahead-of-time class loading. The initiative, outlined in a JDK Enhancement Proposal (JEP) titled “Ahead-of-Time Class Loading & Linking,” aims to make application classes available in a pre-loaded and pre-linked state when the HotSpot JVM starts. The main idea behind this proposal is to monitor the application during one run and cache the loaded and linked forms of all classes for future use, which would lead to faster application startups in subsequent executions. This approach is expected to also pave the…

In the previous parts of this tutorial, we successfully built a Todo application using React for the front end and Spring Boot for the back end, with a local MongoDB instance for storage. Now, we’ll focus on deploying the application into a production environment. This involves integrating MongoDB Atlas for our database, deploying the React front end on Vercel, and setting up a Spring Boot application on a virtual machine to host the back end. Additionally, we’ll explore the process of securing the back-end API with an HTTPS certificate, ensuring the application is both accessible and secure in a live…

JetBrains has rolled out the 2024.2 updates for its suite of integrated development environments (IDEs) and its AI assistant, bringing a host of new features aimed at enhancing developer productivity. The updates, unveiled on August 6, bring a more streamlined user interface (UI) across the JetBrains IDEs, improved code completion, and smarter functionality for the JetBrains AI Assistant, making it a powerful tool for developers working across various languages. The standout feature in the JetBrains AI Assistant 2024.2 is its improved code completion for Java, Kotlin, and Python, powered by JetBrains’ own large language models (LLMs). Developers will experience faster,…

Over the years, I’ve asked a question in countless meetings that often leaves everyone stumped: “How are we measuring the efficiency of this cloud architecture, and what actions are we taking to improve it?” The blank stares I receive in response often feel as if I’ve asked something entirely outlandish—like, “Where do we store the polar bears?” However, efficiency in cloud architecture is far more critical than it may initially appear, and it’s something we need to start focusing on more deliberately. In simple terms, efficiency is about achieving a desired outcome with the least possible use of resources—be it…