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Oh no! Your application is unreachable, buried under multiple connection hops. How do you pinpoint the broken link? How do you generate an alert or bug report from Prometheus when certain conditions are met?  You need to roll out a new version of your application. How do you execute a progressive rollout using Argo Rollouts? How do you safely enable zero trust network security when your application scales beyond a single cluster or cloud?  With so many projects in the cloud native ecosystem, how do you figure out which ones are right for your needs and layer them together with proper configuration management? Sound familiar? We hear these questions all the time from platform and DevOps engineers working with Cloud Native Computing Foundation (CNCF) projects like Kubernetes, Envoy, Istio, Prometheus, and Argo.  So why not build AI agents to tackle common challenges and support  engineers and customers? Why not create a catalog of AI agents for the cloud native eco...

Software companies are constantly trying to add more and more AI features to their platforms, and AI companies are constantly releasing new models and features. It can be hard to keep up with it all, so we’ve written this roundup to share eight notable updates around AI that software developers should know about.  Anthropic’s Claude can now search the web when generating responses Anthropic has announced that Claude can now search the Internet, allowing it to generate more up-to-date and relevant responses. For instance, a developer who is getting an error updating a dependency in TypeScript 5.5 could ask Claude if there were any breaking changes between version 5.4 and 5.5 and also ask for recommended fixes. Claude will respond with direct citations of its web sources, allowing users to fact check the information. Google launches Canvas to enable easier collaboration with Gemini Google is making it easier for developers to collaborate with Gemini with the launch of Canva...

The financial services landscape in the EU is evolving rapidly, with new regulations introducing stricter compliance requirements for mobile apps handling payments, crypto-assets, and digital financial services. For financial service providers operating in or expanding to the EU, understanding these regulations is essential. Compliance is now directly tied to mobile app security , and failing to meet these standards could limit market access and erode user trust. This blog breaks down three critical regulations every financial app developer should know, PSD3, MiCA, and DORA, and explains why built-in mobile app security is essential for both compliance and protection. PSD3: Modernizing payments and strengthening open banking What is PSD3? The payment services directive 3 (PSD3) updates and enhances the EU’s legal framework for digital payments. Building on PSD2, it strengthens consumer protection, standardizes open banking requirements, and enhances payment security across ban...

Anthropic has announced that Claude can now search the Internet, allowing it to generate more up-to-date and relevant responses. For instance, a developer who is getting an error updating a dependency in TypeScript 5.5 could ask Claude if there were any breaking changes between version 5.4 and 5.5 and also ask for recommended fixes. Claude will respond with direct citations of its web sources, allowing users to fact check the information. Beyond development, other people this update may help include sales teams who want to analyze industry trends to plan sales initiatives; financial analysts who can now access current market data, earnings reports, and industry trends; or shoppers who want to compare product features, prices, and reviews from multiple sources. “With web search, Claude has access to the latest events and information, boosting its accuracy on tasks that benefit from the most recent data,” Anthropic wrote in a blog post .  Web search is available as a preview to...

When we talk about the pillars of observability , the conversation usually revolves around M.E.L.T—Metrics, Events, Logs, and Traces. But while this defines wha t our observability stack does, it overlooks a crucial question: how does it work? The “ how ” matters because observability isn’t just a toolset—it’s a journey. The way we approach it will shape our long-term success in troubleshooting, developer experience, velocity, and ultimately the entire product lifecycle. In this article, we’ll explore what a modern observability should look like. And like any transformative approach, it deserves its own name. Introducing the B.O.S.S paradigm — B ring your own cloud , O ne-Stop Shop , S tandardized , and S elf-Reliant—our vision for how observability should be done today. BYOC Bring Your Own Cloud (BYOC) lets customers run SaaS applications on their own cloud infrastructure, combining the ease of SaaS with the control and cost efficiency of self-hosting. The Problem(s) ...

A new version of OpenSilver , an open source UI framework for building .NET applications in C# and XAML, has just been released. OpenSilver 3.2 integrates .NET MAUI Hybrid, which will enable Windows Presentation Foundation (WPF)-compatible apps to be made for mobile and web from a single codebase. According to the company, the benefits of this approach are that only a single XAML/C# codebase needs to be maintained across different platforms, native device APIs can be accessed through .NET MAUI, apps can be distributed across app stores, and UI is consistent across all platforms.  “Our mission is to enable .NET developers to deploy their applications everywhere, including iOS, Android, Windows, macOS, Linux (via Photino), and Web from a single WPF-compatible codebase,” the team wrote in a blog post .  OpenSilver also now features a new project template that creates a .NET MAUI Hybrid app, which will make it easier for existing projects to add mobile support.  OpenSi...

Google is making it easier for developers to collaborate with Gemini with the launch of Canvas , an interactive space to create and refine code.  Canvas could be used to build reports, blog posts, study guides, visual timelines, interactive prototypes, code snippets, and more.  The new tool makes it easier for users to refine their work, such as highlighting a paragraph and asking Gemini to make it more concise or professional.  For developers, Canvas offers the ability to generate code and then see a visual preview of it. For example, a developer wanting to create a newsletter subscription form can ask Gemini to create the HTML, preview how it will appear, and then request changes and see the updates reflected in the preview.  “Canvas simplifies the entire coding process, allowing you to focus on creating, editing and sharing your code and design in one place, without the hassle of switching between multiple applications,” Google wrote in a blog post . ...

Oracle has announced the release of Java 24 , which adds several new features to the language, such as the availability of the Stream Gatherers API and Class-File API, and new features designed for AI inference and quantum security. “Over the past 30 years, Java has provided developers with a comprehensive platform to build and deploy applications that address a diverse range of use cases,” said Georges Saab, senior vice president for the Oracle Java Platform and chair of the OpenJDK governing board. “With more than 20 new features spanning every element of Java, including new AI and post-quantum crypto capabilities, the Java 24 release gives developers the tools they need to build innovative, AI-infused applications. As the stewards of Java, we’re excited to work with the global Java community to continue delivering a steady stream of new features via our predictable, six-month cadence.” This release is the final Java release before the next Long-Term Support (LTS) release in Sept...

When specialists with complementary abilities unite around shared goals and collaborate effectively, they form a high-performance team capable of producing outstanding results. High-performing teams are the engine of innovation and efficiency in any software development organization. Their success stems from producing high-quality software while effectively navigating the complex environments of large organizations. They balance competing priorities, adapt to evolving technologies, and collaborate across diverse, often siloed, teams.  Empowered with greater responsibility and autonomy, high-performance teams deliver more value in less time, accelerating the organization’s progress toward its goals. Increased ownership fosters engagement and motivation, often placing them at the forefront of innovation and driving the development of new features, products, and services. RELATED: Lessons and surprises from a Kubernetes migration The benefits of high-performance teams extend beyon...

Software companies are constantly trying to add more and more AI features to their platforms, and AI companies are constantly releasing new models and features. It can be hard to keep up with it all, so we’ve written this roundup to share 10 notable updates around AI that software developers should know about. Google announces Gemma 3 Gemma 3 is Google’s latest AI model, offering improved math, reasoning, and chat capabilities. It can handle context windows of up to 128k tokens, understand 140 languages, and comes in four sizes: 1B, 4B, 12B, and 27B. It is a multimodal model, and it supports images and videos as inputs, which allows it to analyze images, answer questions about a picture, compare images, identify objects, or reply about text on an image.  Gemma 3 is available as either a pre-trained model that can be fine-tuned for specific use cases, or as a general-purpose instruction-tuned model. It is available in Google AI Studio, or can be downloaded through Hugging Face ...

Coder , provider of an open-source, self-hosted cloud development environment, has announced it is teaming up with the engineering intelligence platform DX , to help developers gain more insights that will enable them to improve productivity. According to Coder, “developer experience and productivity is at the heart of engineering success.” By funneling user and event data from Coder’s platform into DX’s engineering intelligent platform, development teams will be able to measure productivity gains, reduce context switching, and optimize developer workflows. Specifically, the integration provides insights into: How cloud development environments are impacting coding efficiency, build times, and overall software delivery speed How to improve onboarding times, reduce interruptions, and eliminate configuration drift Bottlenecks that are holding up the development life cycle “Engineering leaders no longer have to rely on gut feelings when advocating for better developer tooling. Wi...

Test impact analysis involves concentrating testing efforts on the specific changes made during discrete development activities, ensuring that only the necessary tests are executed. Teams that adopt this technology enhance testing processes during development by receiving immediate feedback on the impact of changes to their application. Despite the adoption of modern development methodologies such as Agile, DevOps, and continuous integration/deployment (CI/CD), software testing remains a significant bottleneck. In many cases, software teams fail to conduct adequate testing, which leads to the emergence of bugs and security vulnerabilities in later stages of the development cycle. This challenges the efficacy of these new methodologies. By leveraging test impact analysis technology, organizations can adopt a data-driven approach to precisely identify what needs to be tested.  Optimize Testing by Focusing on Change  Agile sprints, with their short and iterative cycles, signif...

The birth of China’s DeepSeek AI technology clearly sent shockwaves throughout the industry, with many lauding it as a faster, smarter and cheaper alternative to well-established LLMs. However, similar to the hype train we saw (and continue to see) for the likes of OpenAI and ChatGPT’s current and future capabilities, the reality of its prowess lies somewhere between the dazzling controlled demonstrations and significant dysfunction, especially from a security perspective. Recent research by AppSOC revealed critical failures in multiple areas, including susceptibility to jailbreaking, prompt injection, and other security toxicity, with researchers particularly disturbed by the ease with which malware and viruses can be created using the tool. This renders it too risky for business and enterprise use, but that is not going to stop it from being rolled out, often without the knowledge or approval of enterprise security leadership. With approximately 76% of developers using or ...

OpenAI is releasing new tools and APIs to help developers build agentic experiences. “We believe agents will soon become integral to the workforce, significantly enhancing productivity across industries. As companies increasingly seek to leverage AI for complex tasks, we’re committed to providing the building blocks that enable developers and enterprises to effectively create autonomous systems that deliver real-world impact,” OpenAI wrote in a post .  The company announced the Responses API, which allows developers to more easily integrate OpenAI’s tools into their own applications.  “As model capabilities continue to evolve, we believe the Responses API will provide a more flexible foundation for developers building agentic applications. With a single Responses API call, developers will be able to solve increasingly complex tasks using multiple tools and model turns,” OpenAI wrote.  The Responses API comes with several built-in tools, including: Web search , whic...