2025-12-19 20:00
Data engineering is evolving into a strategic role by 2026. 🚀 Engineers will transition from building pipelines to becoming architects and business decision-makers, thanks to AI advancements. With automation, they'll offload key tasks to AI agents, enhancing productivity and innovation. Executives recognize data engineers as vital for success, emphasizing real-time access to quality data. 📊 Additionally, open data formats are expected to gain traction, simplifying data architectures and...
Source: The New Stack
Chris Child
2025-12-19 18:00
🌐 A few years ago, a product team launched an innovative platform for a global payments wallet. This solution streamlined the onboarding process for users, improving the experience of adding payment cards and bank accounts. 📊 Key challenges included manual entry of payment details, redundant sign-ups, and establishing trust in identity verification. The team focused on creating a shared identity framework to address these issues. 🔗 By using OAuth-based identity linking, the platform allowed...
Source: The New Stack
Raman Aulakh
2025-12-19 17:00
📄 If your team’s documentation is scattered and hard to access, consider using Paperless-Ngx. This open-source, self-hosted documentation manager simplifies organizing and searching for documents. It features Optical Character Recognition (OCR), making files searchable and taggable. Key features include customizable dashboards, multi-user permissions, and robust filtering options. 🤖 Deployment is easy with Docker, making it accessible for teams looking to streamline their documentation...
Source: The New Stack
Jack Wallen
2025-12-19 16:00
📢 This week, Google introduced A2UI, an open-source project aimed at developing “agentic user interfaces.” A2UI follows other recent initiatives like MCP-UI and OpenAI's Apps SDK, focusing on cross-platform compatibility. Unlike web-centric approaches, A2UI offers a native-first design. It allows agents to send descriptions of UI components, enhancing interoperability. Currently, A2UI supports libraries like Flutter and Angular, with plans for future expansions. Its JSONL-based format enables...
Source: The New Stack
Richard MacManus
2025-12-19 15:00
In 2025, incident management gained recognition as a vital business function, essential for safeguarding revenue and customer trust. Major outages highlighted the importance of preparedness among teams. Key lessons emerged: 1️⃣ The best engineer shouldn’t lead the incident response. Clear role separation improves efficiency. 2️⃣ AI aids in incident management, but human oversight is crucial for critical decisions. 3️⃣ Learning from incidents enhances future responses. For effective incident...
Source: The New Stack
Cristina Dias
2025-12-19 14:00
🔒 Adding TLS to Nginx Gateway Fabric is essential for securing client traffic in production environments. This tutorial builds on the previous setup to implement TLS termination and automatic HTTP to HTTPS redirection. It covers generating self-signed certificates, creating a Kubernetes TLS secret, and updating the Gateway for HTTPS. Make sure to have your Nginx Gateway Fabric and necessary resources ready to follow along. #Nginx #Kubernetes #TLS #CloudSecurity #DevOps
Source: The New Stack
Janakiram MSV
2025-12-18 22:00
Nutanix highlights the challenges organizations face with multiple IT infrastructures. 🌐 Deepak Goel, CTO at Nutanix, discusses three main issues: operational complexity, a skills gap in cloud-native systems, and the transition from VMs to cloud-native platforms. To address these, companies are exploring platform engineering and internal developer platforms to streamline processes. #CloudComputing #Nutanix #ITChallenges #Kubernetes #TechTrends
Source: The New Stack
Heather Joslyn
2025-12-18 21:00
🚀 GPUs are essential for AI, but not every workload needs them. Organizations seek cost-effective solutions for their AI tasks. Google has responded by launching Axion CPUs, designed for efficiency and flexibility. These processors aim to meet the demand for high performance at lower costs, allowing general-purpose and AI workloads to coexist. With the introduction of custom machine shapes, users can tailor their compute needs effectively. #AI #GoogleCloud #TechInnovation #CloudComputing...
Source: The New Stack
Heather Joslyn
2025-12-18 19:00
Navigating the complexities of safety-critical systems is essential in industries like automotive, medical devices, and aerospace. 🚗💉✈️ The article discusses the importance of adhering to MISRA C++:2023 standards while utilizing modern C++17 features. Compliance is crucial for maintaining high code quality and ensuring safety in mission-critical applications. It highlights that these guidelines help developers manage risks and enhance code readability, making it easier to implement advanced...
Source: The New Stack
Robert Curlee
2025-12-18 18:00
🔍 Data architecture plays a crucial role in supporting agentic systems. Data teams that succeeded in the SaaS era made key decisions such as adopting cloud-first operations and maintaining visibility over costs. These practices are now essential for managing AI transitions effectively. Agents, as new users, require unique support. Unlike traditional users, they demand adaptable, isolated environments. The article outlines four architectural factors necessary for scaling operations to meet...
Source: The New Stack
Max Liu
2025-12-18 17:00
🚀 In October, Anthropic introduced Agent Skills to enhance its Claude service with repeatable workflows. The new open standard aims to simplify the creation and deployment of shareable skills for AI agents, making them more accessible for enterprise tasks. Users can access skills through the Claude apps and API, with a directory featuring offerings from partners like Atlassian and Canva. Additionally, new admin tools will help IT admins manage skill usage effectively. #AI #Innovation...
Source: The New Stack
Frederic Lardinois
2025-12-18 16:00
Observability is key to understanding system performance and identifying issues. Many enterprises adopt observability in silos, focusing on specific areas like application traces or Kubernetes metrics. This article emphasizes the importance of an end-to-end observability framework from Day 1. 🖥️🔍 A demo application showcases how to collect telemetry across application layers, Kubernetes, and CI/CD pipelines to enhance troubleshooting and system health. Key components include using...
Source: The New Stack
Khushboo Nigam
2025-12-17 22:00
Enterprises are rushing to implement AI services, but silos are forming again between data scientists and operations teams. This mirrors past challenges between developers and ops. Experts from IBM stress the importance of breaking these silos for successful AI deployment. They emphasize that foundational practices, like defining metrics and monitoring, are essential to support AI applications effectively. AI models present unique challenges, particularly in gathering user feedback for...
Source: The New Stack
Frederic Lardinois
2025-12-17 21:00
🚀 Introducing Hashbrown, an innovative open-source framework by developer Mike Ryan! This tool allows AI agents to run directly in the browser, unlike existing frameworks that operate mainly on the back end. Hashbrown simplifies the integration of chat-based AI assistants into frontend applications, enabling tasks like form filling and generating visual data. Explore the future of generative UI! 🌐✨ #AI #WebDevelopment #Hashbrown #OpenSource #TechInnovation
Source: The New Stack
Loraine Lawson
2025-12-17 20:00
🚀 Kubernetes 1.35, also known as “Timbernetes,” has introduced vertical scaling, allowing users to adjust CPU and memory resources on-the-fly without restarting pods or containers. This release includes 60 enhancements, with 17 now stable and 19 in Beta. Notable features include KYAML for easier configuration and gang scheduling for interdependent workloads. Discover the full potential of Kubernetes 1.35! 🌱✨ #Kubernetes #TechUpdate #VerticalScaling #CloudComputing #Innovation
Source: The New Stack
Joab Jackson
2025-12-17 17:30
🚗 No automaker charges extra for seatbelts; they are included for safety. The same should apply to hardened container images in software. They should be affordable and standard, enhancing security for all users without added costs. The article draws parallels with HTTPS and TLS, which became the norm through community efforts and default settings. Making security options easy and accessible can lead to widespread adoption. #SoftwareSecurity #HardenedImages #OpenSource #Cybersecurity #TechTrends
Source: The New Stack
Michael Donovan
2025-12-17 17:00
🚀 As software demands rise, Rust's async programming offers a solution to performance bottlenecks. By using Futures and the async/await syntax, developers can write nonblocking code that improves responsiveness and scalability. This is particularly beneficial for applications handling multiple network requests or long-running computations. Rust achieves high concurrency and safety without a garbage collector, making it ideal for I/O-bound systems. Key features include low memory usage and the...
Source: The New Stack
Zziwa Raymond Ian
2025-12-17 16:00
🚀 Google has launched Gemini 3 Flash, a compact and efficient version of its LLM, enhancing capabilities without the high costs. This model performs closely to Gemini 3 Pro and other leading models, boasting a 1 million token context window. Gemini 3 Flash excels in multimodal reasoning and coding tasks, making it a strong option for developers seeking speed and affordability. Despite a slight price increase, it remains competitively priced compared to other models. #Google #Gemini3Flash #AI...
Source: The New Stack
Frederic Lardinois
2025-12-17 15:00
📊 OLAP and OLTP serve unique functions in data processing. OLAP focuses on analytics, while OLTP targets real-time transactions. Many databases are optimized for one or the other, leading to resource contention when both run simultaneously. This can hinder overall system performance. Row-oriented databases support OLTP, and column-oriented databases are better for OLAP. However, combining workloads can reduce latency issues, as shown in recent studies with ScyllaDB. #DataManagement #OLAP...
Source: The New Stack
Felipe Cardeneti Mendes
2025-12-17 14:30
🚀 Docker is enhancing security with its Hardened Images, providing users with pre-secured versions of popular software. These images support the Software Bill of Materials (SBOM), helping identify and remedy security vulnerabilities efficiently. With over 200 packages available for free, Docker aims to set a new standard in the container ecosystem. A paid enterprise option ensures compliance with regulatory mandates, while an extended warranty service guarantees ongoing support for selected...
Source: The New Stack
Joab Jackson
2025-12-17 14:00
💻 The future of software development in 2025 is gearing up for the "Agentic Era," marked by the rise of agentic CLI tools and advanced LLMs like Claude Opus. These AI tools excel in coding tasks, executing step-by-step problem-solving while learning from previous attempts. Developers find these tools effective for transforming data and addressing coding challenges. 🌐 The integration of AI in coding offers exciting possibilities, making it easier for developers to navigate complex tasks....
Source: The New Stack
David Eastman
2025-12-17 00:00
In the article "From Playbooks to Gamebooks," the limitations of static security response systems are explored. While SOAR playbooks were once innovative, they now pose risks as attackers adapt to predictable defenses. Attackers are leveraging knowledge gained from playbooks, making it easier to bypass security measures. Key issues include context drift leading to false positives, SaaS complexities causing collateral damage, and cloud ephemerality resulting in missed threats. These challenges...
Source: The New Stack
Oren Saban
2025-12-16 23:03
Pathway's research reveals that the transformer architecture has reached its limits. They are developing a new frontier model, the Dragon Hatchling, inspired by the human brain's neuronal dynamics. 🧠 This model focuses on sparse activation, allowing only 5% of neural connections to fire, enhancing efficiency. Current transformer models struggle with sustainability and require extensive training to learn effectively. Learn more about this innovative approach. 🔍 #AI #NeuralNetworks...
Source: The New Stack
Alex Williams
2025-12-16 22:30
🚀 AI prototypes are quickly developed, but reaching production can take months. Organizations face gridlock between speed and trust, risking both security and relevance. 🔍 Today's AI tasks involve complex workflows across multiple environments, increasing vulnerability and governance challenges. 💡 To succeed, companies must adopt systems that match modern AI's complexity, moving beyond outdated processes. #AI #Innovation #TechChallenges #DataScience #DigitalTransformation
Source: The New Stack
David DeSanto
2025-12-16 22:00
In a recent discussion, Coder CEO Rob Whiteley highlighted the challenges of AI parallelization by 2026. He likened the current AI landscape to the California Gold Rush, emphasizing that companies providing essential tools will thrive. Whiteley noted that developers are rapidly adopting new AI tools, pressuring platform teams to integrate them. He warned of a growing divide between those who successfully leverage AI and those left behind, stressing the need for investment in AI skill...
Source: The New Stack
Heather Joslyn
2025-12-16 21:30
Figma-to-code tools promise to simplify design-to-code transitions, but they often miss the mark. 🚫 While they can generate visually appealing previews, the underlying code is static and hard to maintain. Styles are hard-coded, and components lack interactivity. This leads to challenges in scalability and reusability. A component-first approach can address these issues by focusing on modular, production-ready components that align with design systems. #Figma #Code #WebDevelopment...
Source: The New Stack
Temitope Oyedele
2025-12-16 21:00
The debate over container deployment continues, with purists advocating for bare metal servers for low latency. However, pragmatists highlight the growing performance of virtual machines (VMs) that now match bare metal capabilities. VMs offer significant advantages in manageability, security, and operational efficiency. Many enterprises have successfully run mission-critical applications on VMs for years, benefiting from faster deployment and lower overhead. As virtualization technology...
Source: The New Stack
Deepak Goel
2025-12-16 20:00
Ever experienced that flow state in coding where everything clicks? This article explores "vibe coding," a state where intuition drives development, but warns of its pitfalls. When that flow falters, debugging our mindset becomes crucial. Cognitive biases can cloud our judgment, leading to errors that feel personal. Finding a balance between intuition and structure is key for sustainable success. 🎵💻 #Coding #Development #Debugging #TechMindset #VibeCoding
Source: The New Stack
Alexander T. Williams
2025-12-16 19:00
In the AI landscape, speed is crucial. Teams that succeed are those that rapidly move ideas to production. However, many engineers spend too much time managing complex data infrastructures rather than building AI features. 🛠️ A reliable and stable database is key to reducing maintenance and maximizing innovation. When infrastructure demands less attention, developers can focus on creating products. Postgres exemplifies this ‘boring’ yet dependable approach, enabling teams to work efficiently...
Source: The New Stack
Craig Kerstiens
2025-12-16 18:00
📘 Discover insights from "Running Virtual Machines on Kubernetes" by Janakiram MSV! The excerpt discusses essential planning for KubeVirt, focusing on storage, network, and security. It emphasizes the importance of leveraging Kubernetes-native storage for VM management through Persistent Volume Claims (PVCs) and the use of StorageClass objects. Networking is covered as well, highlighting the default NAT access and the role of Multus for complex network scenarios. Lastly, security frameworks...
Source: The New Stack
Janakiram MSV
2025-12-16 17:30
Open source software (OSS) can feel like a constant race for developers, with projects evolving rapidly. However, not all OSS needs to be in a perpetual sprint. Some projects reach a "done" stage, where core functionalities are stable and user satisfaction is high. This allows developers to step back and maintain them with minimal effort. For instance, Ingress-nginx has been a reliable tool for Kubernetes, yet it had limited maintainers. As projects transition to this "done" phase, ensuring...
Source: The New Stack
Dan Lorenc
2025-12-16 17:00
Exploring the future of Large Language Models (LLMs), the article highlights key areas for improvement, including energy efficiency and addressing hallucinations. LLM providers face challenges in balancing size and training effectiveness while managing costs. The ongoing investment in AI suggests LLMs will remain relevant, despite debates on their long-term viability. Innovative approaches like knowledge graphs and Retrieval-Augmented Generation (RAG) may help mitigate issues. Regulatory...
Source: The New Stack
David Eastman
2025-12-16 16:00
In the early days of web design, centering elements was straightforward with the `<center>` tag. However, with HTML 4.0, it was deprecated for architectural reasons, leaving developers seeking alternatives. This shift led to confusion as new layout elements didn't address the centering issue. The introduction of CSS Grid and Flexbox eventually simplified this process, but many legacy sites still rely on outdated methods for centering. Understanding the `<div>` tag is crucial, as it defines...
Source: The New Stack
Joab Jackson
2025-12-16 15:00
🚀 Are you a platform engineer or engineering leader? It's time to assess your development pipeline. Many teams treat frontend and database changes with modern tools, but backend services often face bottlenecks. When backend engineers push code, they hit a wall: merging to validate leads to delays and confusion. The solution? Service branching. This approach aims to create isolated environments for each git branch, improving testing and deployment speed. #Microservices #DevOps...
Source: The New Stack
Arjun Iyer
2025-12-16 14:00
Chainguard has launched EmeritOSS to support aging open source software (OSS) projects. This model aims to provide a stable environment for mature projects needing maintenance. 🌐 Many OSS projects become security risks when maintainers step away. The xz-utils incident highlights the potential dangers of inadequate transitions. Kaniko is part of this initiative, addressing customer needs after Google announced its archiving in 2025. 🔧 #OpenSource #SoftwareDevelopment #Security #Chainguard...
Source: The New Stack
Darryl K. Taft
2025-12-16 13:00
AI was a major focus in 2025, alongside key issues like licensing, security, and shifts in the commercial open-source model. Open source AI gained traction, with projects like Common Corpus providing alternatives to proprietary models. The debate on what qualifies as open source continues, but the foundation remains strong. Significant developments include the Model Context Protocol (MCP), which enhances agent communication and integration, further supported by Google's recent donation to the...
Source: The New Stack
Steven J. Vaughan-Nichols
2025-12-15 22:00
As the EU Cyber Resilience Act (CRA) approaches its implementation, software manufacturers are assessing its impact on security and compliance. Red Hat emphasizes its commitment to both enterprise open source solutions and cybersecurity. The company has established a comprehensive program to align with CRA requirements, ensuring secure development practices are ingrained in their processes. While the CRA raises security expectations across the industry, it may challenge smaller projects....
Source: The New Stack
Roman Zhukov
2025-12-15 15:30
Discover Google’s Agent Development Kit (ADK), a new approach for developers building AI applications. ADK shifts from simple request-response systems to an event-driven architecture, enabling advanced orchestration of agents, tools, and persistent states. The Runner is central to this setup, allowing real-time interaction and feedback through an innovative event loop. This design supports multi-step reasoning and dynamic updates. Learn more about how ADK can transform your AI projects! 🌐🤖...
Source: The New Stack
Janakiram MSV
2025-12-15 14:30
🚀 Nvidia has launched the next generation of its Nemotron AI models, featuring Nemotron 3 Nano, Super, and Ultra. For the first time, these models come with three trillion tokens of pre-training data and 18 million samples of post-training data. Developers can leverage Nvidia's training environments and libraries for tailored applications. The Nano model is now available, while Super and Ultra will be released by mid-2026. Notably, the Nano model uses the mixture of experts (MoE) technique,...
Source: The New Stack
Frederic Lardinois
2025-12-15 14:00
The article discusses the future of AI infrastructure, predicting that by 2026, enterprises will face significant challenges in scaling AI systems. As AI workloads stress every layer of the data stack, companies must adapt or risk falling behind. Key shifts include the rise of the Model Context Protocol (MCP) as a standard for data connection and the escalating demands on databases from AI agents. Additionally, data governance will become increasingly important to ensure security and...
Source: The New Stack
Will LaForest