2025-11-13 23:00
Server-side rendering (SSR) is a key challenge for React, according to Platformatic founders Luca Maraschi and Matteo Collina. In a recent discussion, they highlighted the potential of the new React compiler to enhance SSR capabilities. The compiler aims to optimize performance and reduce the need for manual memoization. Despite its progress, there remains a long-standing issue with SSR that needs addressing. Both founders commend Facebook for establishing a new React Foundation under the...
Source: The New Stack
Loraine Lawson
2025-11-13 21:00
Cloud costs can be straightforward, but operational expenses often exceed what's on the bill. 🌥️ With the rise of hybrid clouds and cloud bursting, companies face challenges like tool fragmentation, application compatibility, and management blind spots. These complexities highlight the need for evolving tools to effectively manage costs and resources. ⚙️ Understanding these dynamics is crucial for effective cloud management. #CloudComputing #HybridCloud #CostManagement #TechTrends #CloudBursting
Source: The New Stack
Idan Yalovich
2025-11-13 20:00
🚀 Solo.io has announced its latest open-source tool, Agentregistry, during KubeCon + CloudNativeCon North America. This tool serves as a centralized registry for AI applications and artifacts, supporting the newly introduced Agent Skills by Anthropic. It aims to streamline AI agent management for organizations. Agentregistry is part of Solo.io’s broader initiative to enhance agentic AI infrastructure, following their previous releases, Kagent and agentgateway. #OpenSource #AI #Soloio...
Source: The New Stack
Heather Joslyn
2025-11-13 19:00
🌐 At GitHub Universe 2025, the focus was on managing AI agents in software development. Developers are now using agents to build agents, which presents new challenges like resource management and governance. Observability tools are essential for understanding and improving these systems. As Austin Crane noted, developers are evolving into managers of autonomous systems, requiring new skills and approaches, such as spec-driven development. The future role of software developers is shifting,...
Source: The New Stack
Klint Finley
2025-11-13 18:00
Fifteen years ago, cybersecurity was often overlooked, leading to significant breaches. Today, a similar trend is emerging with AI deployment. 🚨 While 72% of developers are building AI applications, only 33% are using adversarial testing to find vulnerabilities. This gap poses serious risks as AI systems evolve unpredictably. Effective AI testing must include human perspectives to uncover critical issues that traditional methods miss. #AI #Cybersecurity #QualityAssurance #TechTrends #Innovation
Source: The New Stack
Chris Sheehan
2025-11-13 17:00
In the era of agentic AI, software engineering is evolving rapidly, enhancing productivity and speeding up development cycles. 🚀 However, without proper governance and structure, this speed can lead to chaos and inefficiencies. Organizations face the challenge of balancing AI-driven productivity with compliance and security. Key legislative measures, like the AI Act and GDPR, emphasize the need for risk mitigation and ethical practices, highlighting the importance of reliable AI systems. ⚖️...
Source: The New Stack
Dario Esposito
2025-11-13 16:30
OpenAI's Fabian Ponce shared insights at KubeCon+CloudNativeCon about optimizing resources for large systems. 🖥️ The company implemented Fluent Bit across its Kubernetes nodes to manage telemetry data, generating 10PB daily. 📊 By addressing a CPU bottleneck, they recovered 30,000 CPU cores, demonstrating the impact of small tweaks in large systems. 🔧 #OpenAI #KubeCon #CloudNative #Telemetry #ResourceEfficiency
Source: The New Stack
Joab Jackson
2025-11-13 16:00
Brian Granger, co-creator of Project Jupyter, discusses the evolution of Jupyter Notebooks and its impact on open source sustainability. 🌐📊 In an interview at JupyterCon, he shares insights on the project's origins and its adaptability in the age of AI. Granger emphasizes Jupyter's modular design, which allows it to address complex problems effectively. He highlights that Jupyter was not initially meant for software engineering, but rather for fostering human reasoning in challenging...
Source: The New Stack
Michelle Gienow
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