2025-11-13 15:00
To succeed with AI in 2026, organizations must prioritize data preparation. A unified data approach enhances AI strategies but faces challenges due to data silos. Research shows that 95% of AI pilots fail because of these barriers. It's crucial to identify, clean, and label data across departments for effective AI implementation. Cross-organizational data models can be key in training AI effectively. #AI #DataStrategy #DigitalTransformation #TechTrends #DataManagement 📊🔍✨
Source: The New Stack
Jennifer Riggins
2025-11-13 14:00
🚀 Embracing AI in business is essential, even if you're not an "AI native." As we approach 2026, organizations must adapt to the AI landscape by evolving from traditional DevOps to include MLOps. This shift emphasizes the importance of “softer” skills like collaboration and adaptability. AI changes how code is produced, demanding new approaches to delivery. Engineers should learn from data science practices to balance deterministic and probabilistic outputs effectively. #AI #MachineLearning...
Source: The New Stack
Jennifer Riggins
2025-11-12 23:00
🚀 Knative has officially graduated from the Cloud Native Computing Foundation (CNCF) after over seven years of development! This open-source platform simplifies the deployment of serverless applications on Kubernetes. Key components include Serving and Eventing, which enhance efficiency by allowing applications to scale to zero when not in use. Major cloud providers like Alibaba Cloud and Gojek have already integrated Knative into their services. #Knative #CNCF #Kubernetes #Serverless...
Source: The New Stack
Steven J. Vaughan-Nichols
2025-11-12 22:00
🚀 Explore the open-source alternative to NotebookLM! NotebookLM, an AI tool by Google, helps users manage and connect information from various sources. However, Open Notebook offers a self-hosted solution that prioritizes privacy and security, allowing you to choose from over 16 AI providers. Interested in deploying Open Notebook? You'll need Docker installed and a compatible computer. The article provides step-by-step instructions to get you started on Ubuntu Server 24.04. 🔗 #OpenSource #AI...
Source: The New Stack
Jack Wallen
2025-11-12 21:00
🚀 Jupyter AI v3 is here, introducing customizable AI personas! These specialized agents can assist users with coding tasks directly in JupyterLab. Developers can even create their own personas for tailored support. The recent codebase split allows for easier management and customization of components. Looking ahead, the goal is an ecosystem of AI personas for enhanced collaboration. 🤖✨ #JupyterAI #AIPersonas #CodingAssistants #TechInnovation #JupyterLab
Source: The New Stack
Michelle Gienow
2025-11-12 20:00
AI technology is evolving rapidly. Recent discussions focus on the importance of an orchestration layer that enhances AI agents' functionality in production environments. This layer ensures agents have context, proper tool access, and safe interaction protocols, including human approval for key actions. Key standards like Model Context Protocol (MCP) are shaping this landscape, though alternatives like Agent-to-Agent Protocol (A2A) and Open Agent Standard Framework (OASF) are also emerging....
Source: The New Stack
Cameron McDougle
2025-11-12 19:00
🚨 Machine learning systems can fail silently, causing significant issues without any alerts. Unlike traditional systems, AI pipelines may degrade over time, serving irrelevant outputs or misclassifications without notifying users. 🛠️ To combat this, chaos engineering can help test the resilience of AI systems by intentionally injecting faults to observe their behavior. 🌪️ This approach can ensure that AI systems remain reliable, even under stress. #MachineLearning #ChaosEngineering #AI...
Source: The New Stack
Tinega Onchari
2025-11-12 18:00
Frontend developers are encouraged to rethink how they integrate AI models in applications, according to Angular consultant Sonu Kapoor. He emphasizes the potential of running AI models locally using ONNX, rather than relying on cloud-based solutions. This shift can enhance performance and data privacy, especially in sensitive sectors like FinTech and healthcare. 🏦🔒 Kapoor notes that local models can improve user experience by providing instant feedback and maintaining functionality even when...
Source: The New Stack
Loraine Lawson
2025-11-12 17:00
🚀 A new era in IT operations (ITOps) is emerging with the rise of AI agents. Research shows that 51% of global companies have already integrated AI into their processes, while 35% plan to do so soon. AI enhances efficiency by managing complex workflows and alleviating pressure on IT teams. However, it is most effective when combined with human talent, ensuring a balance between automation and creativity. 🤝 AI agents can autonomously handle repetitive tasks, allowing ITOps teams to focus on...
Source: The New Stack
Mandi Walls
2025-11-12 15:00
🌐 The recent Google Web AI summit highlighted a shift towards running AI directly in web browsers. Organizer Jason Mayes discussed the transition from “Web ML” to “Web AI,” reflecting industry terminology changes. The focus is now on client-side AI, with technologies like LiteRT.js, designed for efficient inference in the browser. Google aims to enhance deployability and privacy while leaving model training to Python. #WebAI #MachineLearning #GoogleAI #TechTrends #AIInBrowser
Source: The New Stack
Richard MacManus
2025-11-12 13:15
🚀 A new solution for Infrastructure as Code (IaC) challenges is here! Platform Engineering Labs has introduced Formae, an open-source platform built on Apple’s Pkl language. This aims to simplify IaC and address common pain points like complexity and error-prone YAML files. Attendees at KubeCon+CloudNativeCon can see a demo at Booth No. 2152. #KubeCon #InfrastructureAsCode #OpenSource #TechInnovation #Formae
Source: The New Stack
Joab Jackson
2025-11-11 20:00
🚀 Debian, a key player in the Linux community, is changing its development strategy by adopting Rust as a core language for APT, its package manager. This move, announced by Julian Andres Klode, aims to enhance security and stability by implementing memory-safe coding practices. Rust will be a required dependency for APT by May 2026. The shift will impact all Debian-based distros, including Ubuntu and Mint. While some developers support this change, others express concerns about the approach....
Source: The New Stack
Steven J. Vaughan-Nichols
2025-11-11 19:00
AI is transforming Kubernetes storage as enterprises increasingly adopt data-intensive applications. Standard Container Storage Interfaces (CSIs) can no longer meet the needs of these evolving workloads. The shift from stateless to stateful applications highlights the complexity of integrating data with container orchestration. As AI adoption accelerates, the role of data becomes even more crucial for successful initiatives. #Kubernetes #AI #DataScience #CloudComputing #Containerization
Source: The New Stack
Ramya Prabhakar
2025-11-11 18:00
🚀 AI tools like Copilot and ChatGPT can enhance coding, but there are limitations. Breaking requests into smaller parts helps generate cleaner code, yet isolated outputs lack connection and context. Each new chat forgets previous work, making it hard to reuse or improve code. Composable architecture offers a solution, providing a structured system for versioning and collaboration. Tools like BitCloud and Hope AI help integrate generated components, ensuring they persist beyond individual...
Source: The New Stack
Laly Bar-Ilan
2025-11-11 16:30
FFmpeg, an open-source multimedia framework, is essential for processing audio and video files across multiple platforms. 🎥🎶 Despite its widespread use in popular software like VLC and YouTube, FFmpeg is facing funding challenges. A recent Twitter debate highlighted concerns over security vulnerabilities and the responsibilities of large tech companies in supporting open-source projects. 💻🔒 FFmpeg emphasizes that fixes are mainly developed by volunteers, raising questions about corporate...
Source: The New Stack
Steven J. Vaughan-Nichols
2025-11-11 15:16
React's useEffect has become a common source of confusion in many codebases. What was meant to clarify side effects often leads to complex re-render loops and chaotic components. Developers frequently rely on useEffect for various tasks, which can create a tangled web of dependencies and hinder proper data flow. This reliance stems from a cultural norm that accepts quick fixes rather than pursuing a disciplined approach to code architecture. A change in mindset is necessary; useEffect should...
Source: The New Stack
Alexander T. Williams
2025-11-11 13:15
🚀 Akuity has introduced generative AI features to its Kubernetes deployment platform, enhancing incident management and configuration accuracy. Attendees at KubeCon+CloudNativeCon 2025 in Atlanta can visit booth #830 for a demo of these AI enhancements. The platform, built on Argo CD, offers a distributed architecture, addressing the growing need for streamlined Kubernetes deployment among enterprises. Learn more about the advancements in Kubernetes management! 🌐🔧 #KubeCon #Kubernetes #AI...
Source: The New Stack
Joab Jackson
2025-11-11 12:00
🚀 Google has unveiled the GKE Agent Sandbox and Inference Gateway at KubeCon in Atlanta. The GKE Agent Sandbox provides a secure environment for running AI-generated code, addressing concerns over privilege escalation and security. This tool is part of Google's strategy to enhance AI workload capabilities on their cloud platform. Additionally, the GKE Inference Gateway optimizes the processing of AI tasks, achieving a 96% reduction in latency. With these innovations, Google aims to meet the...
Source: The New Stack
Joab Jackson
2025-11-10 21:00
The article "Process Theater vs. Technical Excellence" explores the concept of "snake oil" in software delivery. It compares outdated practices, like the waterfall model, to modern methodologies, emphasizing the importance of discerning valuable components from ineffective ones. Historical insights from Herbert Benington and Winston Royce highlight the evolution of software engineering and the need for incremental changes. Understanding this filtering process is key to addressing recurring...
Source: The New Stack
Steve Fenton
2025-11-10 20:00
🚀 Distributed databases are crucial for scaling developer platforms, especially in industries like automotive. As teams focus on product-market fit, they often overlook scalability and resilience. This can lead to operational challenges and increased maintenance. To address this, an internal developer platform (IDP) was developed, emphasizing reliability and governance. Key strategies included standardized delivery pipelines, declarative infrastructure, centralized observability, and built-in...
Source: The New Stack
Gaurav Saxena
2025-11-10 19:00
🚀 The article discusses how AI assistants can enhance project documentation by writing and testing instructions. To onboard a team member on setting up a Mac environment, the author utilized AI to create and iterate documentation. This led to the concept of the "flywheel effect," where AI helps users improve workflows efficiently. 🔑 A key component is the MCP server, allowing AI agents to read and write files, though configuration management remains a challenge. This approach demonstrates the...
Source: The New Stack
Jon Udell
2025-11-09 15:00
OpenIndiana is a Unix operating system, not a Linux distribution, based on the now-abandoned OpenSolaris project. 🌐 Originally launched by Sun Microsystems in 2005, it was designed for x86-64 computers and aims to continue the legacy of OpenSolaris. It's particularly suited for users familiar with Unix. 💻 While it features a user-friendly MATE desktop environment, OpenIndiana is best for those with prior knowledge of Unix or Linux. If you're curious about a Unix-like system, this OS might be...
Source: The New Stack
Jack Wallen
2025-11-09 14:00
The Python Software Foundation (PSF) recently rejected a $1.5 million federal grant due to new terms that conflicted with their Diversity, Equity, and Inclusion (DEI) initiatives. This decision led to a significant surge in community support, including over 300 new donations on the announcement day alone. Python's creator, Guido van Rossum, and many others expressed their approval of the PSF’s commitment to its values. #Python #DEI #CommunitySupport #PSF
Source: The New Stack
David Cassel
2025-11-08 16:00
🔍 Troubleshooting software hinges on effective observability, which involves collecting and analyzing telemetry data to understand system behaviors. Generative AI is emerging as a promising tool to streamline this process, particularly in troubleshooting tasks. Telemetry, generated during normal operations, includes various signals like logs, metrics, and traces, but it often requires filtering and context for meaningful analysis. AI has the potential to enhance instrumentation, but its...
Source: The New Stack
Michele Mancioppi
2025-11-08 15:00
🌐 Discover the capabilities of the MoonBit language for building efficient WebAssembly projects! MoonBit now supports the Web Component model, allowing for straightforward integration. It simplifies the implementation of basic functionality while ensuring type safety. The article includes a brief refresher on the language and guides on installing necessary tools for development. Learn more about the evolution of MoonBit and its features! 🚀💻 #WebAssembly #MoonBit #Programming #TechNews...
Source: The New Stack
David Eastman
2025-11-08 14:00
Thinking about becoming a full-stack developer? A recent survey by JetBrains revealed that full-stack devs spend more time on backend tasks compared to frontend ones. The survey, which included over 6,000 developers, found that 85% of frontend developers also work on backend, while only 57% of backend developers engage in frontend tasks. Additionally, the article discusses the release of a new alpha version of htmx, introducing significant changes like the shift from XMLHttpRequest to fetch()...
Source: The New Stack
Loraine Lawson
2025-11-07 22:30
Search has evolved significantly from simple keyword matching to complex natural language queries, thanks to advancements in large language models (LLMs) and generative AI. 🌐 However, challenges remain, including accuracy, citation quality, and up-to-date information. Vector databases are now essential for reliable, intent-driven search, enabling effective AI agents. 📊 Join the free webinar on Nov. 4 at 11 a.m. PT to explore the role of vector databases in modern search. Experts will share...
Source: The New Stack
Vicki Walker
2025-11-07 22:00
🚀 Monitor your Docker containers with ease using Beszel! Beszel offers a centralized dashboard to track resource usage across multiple machines running Docker. You can deploy a container on one machine and agents on others for seamless monitoring. Key features include: - User-friendly web interface - Simple setup - Automatic backups - Multiuser support - API access To get started, ensure you have Docker installed on your machines. Then, follow the straightforward deployment steps to set up...
Source: The New Stack
Jack Wallen
2025-11-07 18:00
🚀 Many organizations face challenges with Terraform module adoption, including version fragmentation and breaking changes. This article discusses how to improve modular design for better team collaboration. Key strategies include separating concerns by creating single-purpose modules, allowing for greater flexibility and reuse. Learn how to transform your infrastructure management! 🔧💻 #Terraform #DevOps #Infrastructure #SoftwareEngineering #CloudComputing
Source: The New Stack
Rak Siva
2025-11-07 17:00
📱 The landscape of frontend observability is evolving, with increased community efforts to enhance OpenTelemetry for web and mobile apps. A new Browser Special Interest Group (SIG) is dedicated to improving OpenTelemetry support for browser runtimes. Additionally, Android and Swift SIGs are focused on refining APIs and instrumentation libraries for mobile platforms. Recent surveys indicate that the adoption of OpenTelemetry for mobile data collection is expected to triple in the next 12 to 24...
Source: The New Stack
Colin Contreary
2025-11-07 16:01
Rohan Gupta from R Systems emphasizes the importance of identifying dark patterns in app and web development. His team integrates dark pattern audits into their process, attaching risk levels to deceptive practices like subscription traps and false urgency. This step ensures compliance and promotes ethical design from the start. Selam Moges from Apella introduced the CLEAR framework at a recent conference, guiding developers to avoid dark patterns through a five-step process focused on user...
Source: The New Stack
Loraine Lawson
2025-11-07 15:00
The search landscape is undergoing significant changes. 📉 Microsoft has retired the Bing Search API, while Google has limited its API to 10 results per query. This indicates a shift in how major search providers manage access to their data. With the rise of generative AI, developers now need flexible retrieval systems, prompting these companies to focus on AI-driven access rather than open retrieval. 🌐 As incumbents adjust, new players like Perplexity and Parallel are emerging, offering...
Source: The New Stack
Tim Young
2025-11-07 14:00
Discover Apptainer, the open-source container platform tailored for secure high-performance computing (HPC) environments. This guide offers Docker developers insights into Apptainer's installation and usage on Linux, emphasizing its compatibility with Docker images. Learn how to install Apptainer on Ubuntu and understand its unique features like the Singularity Image Format (SIF), designed for portability and security in multi-user systems. Explore the potential of Apptainer for your next HPC...
Source: The New Stack
Janakiram MSV
2025-11-06 22:00
🚀 AI investments are booming, yet results vary widely. A recent report reveals that 95% of enterprise AI pilots fail to deliver measurable returns. To stay competitive, organizations must adopt best practices from successful AI leaders. A new ebook from The New Stack offers insights into developing effective AI strategies. Learn about incremental AI implementation, data management, and measuring true ROI. Download your free copy today! 📊 #AI #OpenSource #BusinessStrategy #Innovation #TechTrends
Source: The New Stack
Vicki Walker
2025-11-06 21:00
Organizations aim to adopt the latest Kubernetes features and security updates quickly. However, a ReveCom analysis reveals a lag of 2 to 7 months between the release of updates by the CNCF and their availability through various Kubernetes platforms. This "lag gap" varies greatly among providers. Hyperscalers like GKE, AKS, and EKS lead with an average rollout of 41 to 87 days, while Red Hat OpenShift shows a delay of 192 days. Understanding these timelines is crucial for businesses relying...
Source: The New Stack
B. Cameron Gain
2025-11-06 20:00
Enterprises are modernizing their databases to address latency issues, ensure global uptime, and manage licensing pressures. PostgreSQL is increasingly favored over costly alternatives like Oracle and SAP. Dave Page from pgEdge highlights that the shift is driven by the need for reliability and flexibility, enabling modern workloads without vendor lock-in. PostgreSQL's governance model stands out, as it is supported by a large developer community, reducing operational burdens through open-...
Source: The New Stack
Chris J. Preimesberger
2025-11-06 19:00
Bitnami's recent decision to stop maintaining its open source container library has raised concerns about the future of open source software. The Cloud Native Computing Foundation emphasized that this move does not affect the open source status of the Helm project. However, similar changes by companies like Elastic and HashiCorp highlight ongoing challenges in the open source landscape. Organizations must assess their open source dependencies and ensure robust application security processes....
Source: The New Stack
Michael Donovan
2025-11-06 18:10
Discover Talos Linux, an innovative alternative to traditional Linux distributions for managing Kubernetes and other deployments. 🖥️ Talos Linux, developed by Sidero Labs, eliminates the need for a general-purpose OS, aiming to simplify operations, especially for private clouds and edge cases. This tutorial guides you through the installation process on a Mac, using Homebrew for setup. Follow the steps to install Talos and configure your Kubernetes cluster. #TalosLinux #Kubernetes #OpenSource...
Source: The New Stack
B. Cameron Gain
2025-11-06 18:00
Open Source Talos Linux is reshaping Kubernetes management amid the shift from public cloud to on-premises infrastructure. 💻🔧 Sidero Labs presents Talos Linux as a simpler, more secure alternative to traditional Kubernetes distributions. It eliminates the need for a general-purpose OS, focusing instead on a minimal host that enhances security. 🛡️ With an emphasis on best security practices and a read-only file system, Talos aims to streamline operations for containerized workloads. 🚀...
Source: The New Stack
B. Cameron Gain
2025-11-06 17:00
🚀 A recent DevOps report from DuploCloud highlights that teams spend nearly 30% of their time on manual tasks, costing businesses significantly. The survey of 135 leaders reveals that while AI investments have surged by 67%, the results are mixed. AI can automate certain workflows, but also introduces challenges like alert fatigue and tool sprawl. Key areas where AI helps include incident response and compliance. However, strong automation practices are essential for effectiveness. #DevOps...
Source: The New Stack
Fahmid Kabir