2025-10-25 19:00
📢 AWS has updated its Customer Carbon Footprint Tool (CCFT) by adding Scope 3 emissions data for the first time. This update, based on an enhanced methodology, allows for better year-over-year comparisons. The historical data has been recalculated back to January 2022 to support trend analysis. AWS emphasizes data quality and transparency for effective sustainability reporting. The updated CCFT data export now includes emissions breakdowns for Scopes 1, 2, and 3, enhancing customers'...
Source: The New Stack
Charles Humble
2025-10-25 17:00
🚀 Vercel has launched Agents and Services in its marketplace, allowing developers to integrate AI workflows into projects effortlessly. These tools simplify the integration process by offering unified billing and observability functions, addressing past challenges with separate systems. Two main components are available: 1️⃣ Agents for specialized tasks. 2️⃣ Services for custom agent infrastructure. Notable agents include CodeRabbit for code reviews, Corridor for security monitoring, and...
Source: The New Stack
Loraine Lawson
2025-10-25 14:00
The enterprise software landscape is evolving as AI becomes integral to SaaS platforms. 🤖 Organizations now face the challenge of AI sprawl, where each tool in their stack incorporates its own AI capabilities. This complexity increases management difficulties for engineering teams. Moreover, the costs of AI-enhanced features can significantly raise subscription prices, doubling or tripling overall SaaS expenses. 📈 Integration challenges arise as traditional software architectures struggle to...
Source: The New Stack
Daniel Clydesdale-Cotter
2025-10-25 13:00
🚀 Python has been the go-to language for machine learning, but JavaScript is stepping up. At the devmio International JavaScript Conference, Laurie Lay showcased five open-source libraries aimed at making machine learning accessible to the JavaScript community. Key libraries include Danfo.js for data manipulation and The Natural Library for natural language processing. These tools empower developers to explore machine learning directly within JavaScript. #JavaScript #MachineLearning...
Source: The New Stack
Loraine Lawson
2025-10-24 22:00
IBM's Nathan Fulton highlights a key issue in open source AI: infrastructure disparity. Despite open source models offering advanced capabilities, many companies mistakenly compare them to polished proprietary platforms like OpenAI. This creates an unfair evaluation landscape. To address this, IBM introduced Mellea, a new open source library aimed at leveling the playing field. Fulton emphasizes that while open models may outperform expectations, the lack of integrated software stacks hinders...
Source: The New Stack
Darryl K. Taft
2025-10-24 18:00
🚀 TiKV, the open-source key-value database, has addressed write stalls during SST file ingestion. 🔍 The issue arose when SST ingestion blocked foreground writes to maintain sequence order, leading to latency spikes. 💡 Two enhancements were implemented: reducing unnecessary flushes and allowing concurrent writes during ingestion with safety mechanisms. These changes significantly improve performance and reduce stall times. #TiKV #Database #OpenSource #Performance #TechNews
Source: The New Stack
Jinpeng Zhang
2025-10-24 17:00
🚨 A new Rust vulnerability, TARmageddon (CVE-2025-62518), has been identified by Edera, affecting the tokio-tar library. This flaw may lead to remote code execution (RCE) in several software programs, including popular tools like Astral’s uv and wasmCloud. With a CVSS score of 8.1, it's classified as high severity. The issue arises from a desynchronization bug in TAR parsing that allows attackers to manipulate nested TAR archives. Developers are advised to be cautious, as this highlights...
Source: The New Stack
Steven J. Vaughan-Nichols
2025-10-24 16:00
🔧 Managing digital incidents is now essential for IT operations. Research shows 84% of businesses faced increased outages recently. Operational resilience is key to thriving amidst disruptions. This involves predicting, withstanding, and recovering from IT outages. Here are four steps to enhance resilience: 1️⃣ Assess current operations to identify inefficiencies and outdated systems. 2️⃣ Automate repetitive tasks to streamline workflows. For more insights, read the full article....
Source: The New Stack
Ariel Russo
2025-10-24 15:00
🚀 MIT's Project NANDA is working to decentralize AI agents. In 2025, the focus has been on developing tools for these agents, but distribution remains a challenge. NANDA aims to create an "Internet of AI Agents" with cross-platform discovery and federated registries. The project builds on existing protocols and features four layers: discovery, identity, federation, and interoperability, to ensure autonomous and verifiable agents. #MIT #AI #Decentralization #ProjectNANDA #Innovation
Source: The New Stack
Richard MacManus
2025-10-24 14:30
Navigating Kubernetes resource management can be challenging. Overprovisioning wastes resources, while underprovisioning frustrates developers and slows down product delivery. ⚙️ The right balance is crucial for application stability and efficient cluster utilization. A reliable, automated resource management system can help teams optimize their Kubernetes environment. Join the free webinar on Oct. 21 at 11 a.m. PT to learn best practices and strategies for effective resource management. 📅...
Source: The New Stack
Vicki Walker
2025-10-24 14:00
Unlock the power of Ubuntu VMs with Canonical's Multipass! 🚀 This tool simplifies the launch and management of lightweight Ubuntu virtual machines across macOS, Windows, and Linux. It's designed for developers and ops teams, enabling quick VM provisioning through command line or scripts. Multipass features a client-server architecture for enhanced security and automation. It smartly selects the best hypervisor for your OS, optimizing performance and resource management. Ready to streamline...
Source: The New Stack
Janakiram MSV
2025-10-24 13:00
Understanding when to use synthetic monitoring versus real user monitoring (RUM) is essential for web performance. Most teams start with synthetic monitoring for predictable testing. However, real user feedback often reveals hidden issues like slow performance on mobile or specific browsers. Synthetic monitoring is great for launching new features, while RUM provides insights on actual user experiences. Both methods have their strengths, and knowing when to use each is key. #WebPerformance...
Source: The New Stack
Virna Sekuj
2025-10-24 12:24
Vibe coding empowers developers to quickly turn ideas into applications. However, this speed can compromise security. AI-generated code often has vulnerabilities that require human review before deployment. To tackle security risks, organizations should apply threat models like STRIDE and utilize checklists like OWASP Top 10 for LLM Applications. By doing so, developers can harness the benefits of AI while maintaining security. ⚙️💻🔍 #AICoding #Cybersecurity #VibeCoding #SoftwareDevelopment #AI
Source: The New Stack
Crystal Morin
2025-10-23 22:00
🚀 Developers often face challenges with observability tools that disrupt their workflow. When these tools are complicated, it leads to lower productivity and increased frustration. Tools should simplify processes and integrate seamlessly into existing workflows to enhance developer experience. Join the free webinar on Nov. 6 to learn how to shift from friction to flow in observability. #DevEx #Observability #Webinar #DeveloperTools #Productivity
Source: The New Stack
Vicki Walker
2025-10-23 21:00
As generative AI adoption grows, Kubernetes is becoming essential for managing these workloads. However, this shift brings significant security challenges. 🔒 A recent CNCF report indicates that 76% of organizations see security as their top concern, with unauthorized access and misconfigurations posing major risks. These vulnerabilities can lead to data leaks and intellectual property theft. Kubernetes' dynamic nature complicates security, making it hard to maintain visibility and control....
Source: The New Stack
Utpal Bhatt
2025-10-23 20:03
AI is transforming enterprise software, but it's not an overnight change. 🚀 While some believe AI agents will completely replace traditional solutions, this overlooks the complexities of software use in businesses. Currently, AI excels at simpler tasks and assists humans in more elaborate processes. For now, AI agents work well in research and defined tasks, but they require structured processes to ensure reliability. As technology advances, their role in handling complex tasks will evolve....
Source: The New Stack
Peter White
2025-10-23 19:03
🚀 OpenAI has introduced AgentKit, a toolkit for developers to integrate ChatGPT-powered agents into websites and applications. AgentKit features two main components: the Responses API, which manages outputs and tool integrations, and the Agents SDK, which oversees conversation states and orchestrates multi-step tasks. The architecture streamlines development, ensures reliability, and enhances security with built-in guardrails to protect sensitive data. Developers can customize these features...
Source: The New Stack
Janakiram MSV
2025-10-23 18:00
Unlock the potential of local AI with Docker! 🖥️ If you're concerned about data privacy and environmental impact, deploying AI locally is an ideal solution. The article outlines how to set up a local AI service using Docker for enhanced privacy and easier management. You'll need a compatible operating system (Linux, macOS, or Windows) and some basic commands to install Docker and deploy your AI efficiently. Explore methods for deployment with or without an NVIDIA GPU to tailor your setup to...
Source: The New Stack
Jack Wallen
2025-10-23 17:00
In the cloud-native landscape, developers and platform engineers often face a cultural clash. Developers prioritize speed and innovation, while platform engineers focus on safety and stability. This difference can lead to friction and slowdowns in the development process. Key issues include access friction, delivery friction, and cognitive friction, all of which hinder efficiency and create bottlenecks. Both roles are crucial, but aligning their goals is essential for smoother operations. 🔧🚀...
Source: The New Stack
Jeroen van Erp
2025-10-23 16:30
🚀 Lightning AI has announced new tools and features to enhance its PyTorch development environment. The updates include an AI code editor in Lightning Studios and Notebooks, designed to assist developers with training and reinforcement learning tasks. Additionally, the new Lightning Environments provide scalable, sandboxed spaces for exploring AI workloads. This aims to simplify the development process for AI teams and expand access to PyTorch capabilities. #LightningAI #PyTorch...
Source: The New Stack
Frederic Lardinois
2025-10-23 16:03
JavaScript developers can leverage machine learning (ML) without needing to master Python. 🖥️ Laurie Lay from Ippon Technologies highlighted this at the recent devmio International JavaScript Conference. She explained that while Python dominates ML due to its libraries, JavaScript offers new opportunities for AI integration in applications. Python's success is linked to its role as a high-level glue language, enabling easier access to powerful libraries like NumPy and Pandas. These libraries...
Source: The New Stack
Loraine Lawson
2025-10-23 15:00
Exploring the NoSQL paradigm reveals that a shared-nothing architecture is often favored for its high performance and low latency. 🖥️ Using direct-attached storage (DAS), NoSQL databases like Cassandra and MongoDB can achieve efficient data management. However, DAS can hinder sustainability efforts due to increased hardware needs and underutilization. 🌱 Modern SAN solutions provide a way to maintain performance while enhancing efficiency and resilience. 🔄 #NoSQL #DataManagement #TechTrends...
Source: The New Stack
Carol Platz
2025-10-23 14:00
🚀 Vercel has invested in Unikraft, a unikernel-based cloud-hosting company, to enhance app startup speeds and database performance. Prisma is already utilizing unikernels to run PostgreSQL instances efficiently, allowing them to offer a free tier for users. This technology enables low-latency applications and optimizes resource usage by scaling down unused instances. Unikernels differ from containers by operating as microVMs with their own minimal OS, rather than sharing the host OS....
Source: The New Stack
Joab Jackson
2025-10-22 21:00
🔍 Exploring the world of systems programming, this article compares Rust and C++. C++ has dominated for decades, offering developers extensive control over memory and performance. However, this power comes with risks, including potential crashes and security vulnerabilities. Rust, backed by Mozilla, aims to provide similar speed with enhanced memory safety through its unique ownership model. It enforces safety rules at compile time, reducing issues like data races and undefined behavior. The...
Source: The New Stack
Zziwa Raymond Ian
2025-10-22 20:05
🚨 A recent article highlights the challenges faced by platform engineering teams, with 60-70% failing to deliver impact. Many teams struggle to align their goals with business objectives, leading to high rates of disbandment within 18 months. Insights from experts at Fast Flow Conf emphasize the importance of a product mindset and clear stakeholder alignment to achieve long-term success. #PlatformEngineering #TechChallenges #BusinessGoals #FastFlowConf #EngineeringInsights
Source: The New Stack
Jennifer Riggins
2025-10-22 19:00
AI is changing the landscape of React development, according to Seth Webster of the React Foundation. He argues we're moving toward a post-frontend-framework world, where AI-generated code lacks quality. Large language models are primarily trained on subpar React code, limiting their effectiveness. This results in AI acting like a mid-level engineer, using practices that may not align with best coding standards. Webster emphasizes the importance of structuring business logic separately from...
Source: The New Stack
Loraine Lawson
2025-10-22 18:00
Paved roads, golden paths, guardrails, and railroads are essential components of developer workflows. These frameworks help streamline processes, reduce cognitive load, and enhance efficiency. 🚧💻 Paved roads represent standardized tools and practices, guiding developers through the software delivery life cycle. They promote autonomy and cooperation while ensuring consistency across teams. 🤝📊 However, challenges like perpetuating bad habits and transferring pain points can arise if not...
Source: The New Stack
Dario Esposito
2025-10-22 17:00
Organizations are increasingly adopting AI to enhance productivity and efficiency. In 2024, investments reached $252.3 billion, yet most companies report modest financial benefits, with cost savings under 10% and revenue growth below 5%. To realize AI's full potential, enterprises must integrate AI throughout the software development life cycle. This includes incident remediation, predictive monitoring, and application performance. IT operations are ideal for AI agents, as these tools help...
Source: The New Stack
Bill Lobig
2025-10-22 16:00
🚀 Exciting news for the AI community! The PyTorch Foundation has announced that it will host Ray, a leading open-source distributed computing framework. Ray enhances AI and Python applications by providing tools for building scalable systems. Originally developed at UC Berkeley, Ray has been commercialized by Anyscale, which has raised significant funding to enhance its offerings. This addition strengthens the PyTorch Foundation’s portfolio, complementing existing projects like PyTorch and...
Source: The New Stack
Frederic Lardinois
2025-10-22 14:47
In 2025, agentic AI is expected to transition from research to production, with Gartner reporting that 34% of businesses already use AI agents. By 2028, 15% of daily work decisions could be made autonomously. However, many projects currently face challenges, often due to infrastructure issues rather than AI intelligence. The actor model, introduced in 1973, could provide a solution by enabling efficient management of autonomous processes. This model allows for lightweight, independent...
Source: The New Stack
Kimberley Mok
2025-10-22 14:00
Kubernetes is recognized as a key platform for containerized applications, but there's a growing conversation about its role in managing virtual machines (VMs) as well. This shift raises important issues around skills and migration strategies. While combining VMs and containers promises operational consistency and cost savings, it also presents significant challenges, including a skills gap for VM operators transitioning to Kubernetes. Projects like KubeVirt and Red Hat's OpenShift...
Source: The New Stack
Dean Lewis
2025-10-22 13:00
Understanding the difference between technical debt and architecture debt is crucial for organizations. Technical debt refers to visible issues like bugs or code flaws that can be addressed relatively easily. In contrast, architecture debt is systemic and often unnoticed until major projects stall, affecting overall performance. This distinction can save companies from significant costs. The article emphasizes recognizing these types of debt to ensure smoother project execution and long-term...
Source: The New Stack
Nadzeya Stalbouskaya
2025-10-22 12:05
🚗 Today’s leaders are navigating the complexities of AI with self-driving capabilities. The article discusses the balance between AI autonomy and trust. Organizations need to define their strategy: should AI operate independently or under human supervision? This is crucial for sustainable deployment and regulatory compliance. Understanding the spectrum of AI autonomy, from human-in-the-loop to fully autonomous systems, helps in making informed decisions. Explore how the six pillars of...
Source: The New Stack
Vrushali Sawant
2025-10-21 22:00
As the app-building bubble deflates, experts Ben Collins and Brad Eckert highlight the limitations of current rapid prototyping tools. 🚫📉 Collins, CEO of the new AI platform Woz, notes that many tools generate unusable code, leading to wasted time and resources. Woz aims to bridge this gap by combining automation with human engineers to create production-ready apps. They emphasize the need for effective solutions that businesses, especially without large engineering teams, can rely on....
Source: The New Stack
Darryl K. Taft
2025-10-21 18:05
🚀 Exciting updates from the React Foundation! Seth Webster, the foundation's first executive director, shared plans for better bootcamps and support for underserved communities. A merchandising store is also in the works, responding to high demand for React-themed items. 🧢👕 The React Foundation, launched on Oct. 7 under The Linux Foundation, aims to expand React and React Native's impact beyond Meta. Despite shifting focus to AI, Meta remains committed to supporting React for the long term....
Source: The New Stack
Loraine Lawson
2025-10-21 17:00
In the evolving software development landscape, complexity poses a significant challenge. As tools become more sophisticated, the cognitive load on development teams increases, impacting innovation and productivity. 💻⚙️ This cognitive overload is costing businesses an estimated $322 billion annually, highlighting its importance as a financial concern. To address this, the concept of "Thrivability ROI" is introduced, focusing on reducing cognitive load to enhance developer effectiveness and...
Source: The New Stack
Betty Junod
2025-10-21 16:00
🚀 Vite has emerged as more than just a JavaScript bundler; it's become essential for many modern frameworks. With fast startup times and instant hot module replacement, Vite enhances developer experience significantly. However, going all-in on Vite means depending on a single approach in a competitive landscape. Explore the benefits and potential risks of embracing Vite fully in this detailed analysis. #Vite #JavaScript #WebDevelopment #DeveloperExperience #FrontendFrameworks
Source: The New Stack
Alexander T. Williams
2025-10-21 15:00
Kubernetes namespaces are essential for managing resources, but they provide only logical separation, not true workload isolation. 🛠️ This means that while namespaces help teams share clusters, they do not prevent compromised containers from affecting others on the same node. Real security is needed to protect against vulnerabilities and potential breaches. 🔒 Modern attack patterns highlight the risks, showing that relying solely on namespaces can lead to significant security issues. ⚠️ For...
Source: The New Stack
Lewis Denham-Parry
2025-10-21 14:00
🚀 The concept of a self-aware enterprise is evolving with advancements in generative AI (GenAI). Enterprises are moving towards accessing all organizational data without pre-set limitations, allowing for deeper analysis and insights. Key innovations include the commercialization of large language models and scalable vector data stores, which enhance data accessibility and semantic search capabilities. Transitioning to this model requires careful planning and teamwork, emphasizing simplicity...
Source: The New Stack
Ed Huang
2025-10-21 11:00
At OpenInfra Summit Europe 2025, NVIDIA highlighted the importance of combining Kata Containers with Confidential Computing for running sensitive AI workloads on GPUs. 🖥️🔒 Kata Containers offer lightweight VMs that provide strong isolation while allowing container performance. Confidential Computing adds encryption for in-memory data, ensuring even cloud providers cannot access sensitive information. 🔐 NVIDIA's Zvonko Kaiser emphasized the need for attestation to verify the VM's state before...
Source: The New Stack
Steven J. Vaughan-Nichols