2026-01-06 18:00
🚀 Serverless cloud architecture, once a staple for its scalability and cost-efficiency, is struggling to support modern AI agents. By 2025, the need for stateful operations became clear as AI agents tackled complex workflows in sectors like finance and healthcare. 🔒 Enterprises are now prioritizing virtual private clouds (VPC) and on-premises solutions for sensitive workloads to enhance data security and compliance. This shift highlights the importance of internal controls and risk management...
Source: The New Stack
Abigail Wall
2026-01-06 17:00
AI has become a standard expectation in product roadmaps, with "AI-powered" features becoming commonplace. This shift can lead to hidden engineering costs as teams rush to implement AI without fully assessing its suitability. Increased complexity and reliability demands can create operational challenges behind the scenes. As AI features proliferate, they introduce new dependencies and potential failures. This can result in architectural sprawl, where maintaining system alignment takes...
Source: The New Stack
Alexander T. Williams
2026-01-06 16:00
🚀 Bryan Cantrill discusses how Kubernetes has reshaped the cloud landscape in a recent Pragmatic Engineer podcast. He highlights that Kubernetes provided an alternative to AWS, enabling users to avoid vendor lock-in. This shift has allowed Google Cloud and others to grow despite AWS's dominance. Cantrill's insights reflect his experience in the tech industry, from Sun Microsystems to founding Oxide Computing. 🔗 #Kubernetes #CloudComputing #AWS #TechInsights #Innovation
Source: The New Stack
Joab Jackson
2026-01-06 15:00
Red Hat is set to provide “Day 0” support for Nvidia’s Vera Rubin AI Platform, launching later this year. This collaboration aims to synchronize the release of Red Hat Enterprise Linux (RHEL) with Nvidia’s hardware. The Vera Rubin platform, introduced by Nvidia CEO Jensen Huang at CES 2026, focuses on reducing costs for AI inference workloads. It integrates a new CPU, GPU, and DPU to enhance efficiency. Alongside RHEL, Red Hat will also offer OpenShift for Kubernetes and expand its AI...
Source: The New Stack
Joab Jackson
2026-01-06 14:00
The article discusses the evolving data landscape in 2026, emphasizing the need for a cooperative approach in a fragmented ecosystem. Organizations are shifting towards specialized AI agents that collaborate with humans, enhancing workflows and performance measurement. This trend promotes a plug-and-play model for diverse data resources and cloud providers, moving away from reliance on single vendors. Collaboration among AI agents will depend on robust technological frameworks that track...
Source: The New Stack
Jelani Harper
2026-01-05 21:00
Cloud bills rising every month? You're not alone. Many organizations face this issue despite attempts to cut costs. The article emphasizes that reactive cost control methods often fail. Instead, it suggests a shift-left approach, integrating optimization from the design stage. This proactive strategy can help prevent waste before it starts. Join the upcoming webinar on Jan. 15 to learn how to effectively implement these practices in your cloud environments. 🌐💡 #CloudOptimization #FinOps...
Source: The New Stack
Vicki Walker
2026-01-05 19:00
WebAssembly is making significant progress with the upcoming release of WASI 0.3.0 in 2026. This update aims to enhance the component model, allowing WebAssembly to replace containers in various applications, including edge devices and serverless environments. ⚙️🌐 WebAssembly is now widely used beyond browsers, operating effectively in production across servers and backend services. This growth highlights its versatility and maturity. 🖥️🚀 Recent advancements are simplifying the technology for...
Source: The New Stack
B. Cameron Gain
2026-01-05 18:30
🚀 Exciting news for The New Stack readers! Nick Lucchesi has been appointed as the new editor-in-chief. Nick brings extensive experience from his previous role at Laptop Magazine. He aims to uphold TNS's commitment to clarity in technology while preparing for an AI-driven future. Expect a mix of in-depth journalism and timely insights as he leads TNS forward. #NewLeadership #TechNews #TheNewStack #AI #Journalism
Source: The New Stack
Darryl K. Taft
2026-01-05 18:00
🚀 The landscape of AI is shifting from single-user interactions to collaborative team environments. Current AI systems require users to provide detailed context for every prompt, but this is changing. Enter multiplayer AI, where agents actively engage in team discussions, maintaining context and streamlining workflows. 🛠️ These agents enhance collaboration by understanding project states, identifying risks, and automating routine tasks—all within existing communication channels. This...
Source: The New Stack
Kurtis Kemple
2026-01-05 17:00
🚀 The future of operations is here! Amazon's distribution centers showcase robots working seamlessly alongside humans. Major brands like McDonald’s are investing heavily in AI, with projections for AI investment to exceed $2 trillion this year. However, many companies still rely on outdated dashboard systems to manage these advanced technologies. This approach creates a significant gap in efficiency. As we shift to machine-driven enterprises, real-time data exchange between machines becomes...
Source: The New Stack
Chris Willis
2026-01-05 16:00
A recent report claims that nearly all AI pilots fail, sparking discussions on the reasons behind this trend. Success often hinges on the initial setup, focusing on identifying operational challenges early on. An ideal environment would include a diverse team and continuous monitoring to ensure smooth development. However, real-world challenges arise when transitioning from testing to production. AI's probabilistic nature can lead to unpredictable outcomes, especially when incorporating...
Source: The New Stack
Julie Banfield
2026-01-05 15:00
As we head into 2026, the tech hiring landscape is shifting towards specialists, particularly in AI. The "Great Hesitation" is influencing hiring trends, with employers cautious after rapid over-hiring in previous years. While job openings for junior developers are dwindling, demand for AI expertise is surging. Experts suggest that the need for AI skills will shape the job market significantly. 📈💼🤖 #TechHiring #AIJobs #JobMarket2026 #Specialists #CareerTrends
Source: The New Stack
Heather Joslyn
2026-01-05 14:00
OpenAI has developed Kepler, an internal agent platform aimed at simplifying data access for its employees. With over 70,000 datasets and 600PBs of data generated daily, answering even simple questions can be complex. Kepler streamlines this process, initially designed for data scientists, but now used across various departments including finance and HR. It helps employees quickly retrieve data without navigating multiple sources or writing complex SQL queries. Kepler can be accessed through...
Source: The New Stack
Joab Jackson
2026-01-04 18:00
Recent advancements in AI have captured the attention of executives seeking automation efficiencies. However, significant challenges remain before realizing the potential trillion-dollar gains. 🤖💼 Current AI models like chatbots show promise, but true autonomy requires reliable communication methods. This mirrors the rise of APIs in Web 2.0, where standards like JSON and REST transformed application development. 🌐 To achieve expected efficiency gains, new protocols like Model Context Protocol...
Source: The New Stack
Arash Nourian
2026-01-04 15:00
Looking for a cost-effective way to set up Network Attached Storage (NAS)? OpenMediaVault (OMV) might be the solution for you. 🖥️ This Linux-based platform streamlines the process of turning your server into a NAS. With features like a web-based GUI, RAID support, and multiple protocol compatibility, OMV is user-friendly despite a slight learning curve. 🚀 Installation is quick, taking less than 5 minutes, and it supports a variety of plugins for extended functionality. #OpenMediaVault #NAS...
Source: The New Stack
Jack Wallen
2026-01-04 14:00
Linus Torvalds recently appeared on Linus Tech Tips, engaging in a casual discussion about Linux and technology. 🎥 He shared insights into building a perfect Linux PC and emphasized the importance of reliable hardware, noting that many issues attributed to Windows may stem from hardware instability. 💻 Torvalds also reflected on his workflow, stating that after 20 years, Linux operates with an almost flawless process, contributing to a stress-free work environment. Catch the full interview for...
Source: The New Stack
David Cassel
2026-01-03 20:00
AI agent development is on the rise, with 90% of enterprises adopting these technologies. By 2028, it’s predicted that one-third of enterprise software will feature agentic AI. AI agents create detailed metadata during tasks, which provides insights into their decision-making processes. This information supports retraining, compliance, and enhances user trust in AI systems. Challenges remain in effectively collecting and utilizing this metadata, as current practices are often fragmented. #AI...
Source: The New Stack
Bill Doerrfeld
2026-01-03 18:00
The database landscape is shifting as AI workloads challenge existing systems. 🚀 Many teams are moving back to Postgres, which is becoming the database of choice for modern applications. This trend highlights the need for performance, cost control, and data locality, prompting a reevaluation of fully managed databases. AI's unique demands expose limitations in the managed model, leading engineers to seek alternatives like Postgres. #Postgres #AI #Database #TechTrends #DataManagement
Source: The New Stack
Rob Pankow
2026-01-02 18:00
🚀 Entering the tech industry in 2026? Here’s some advice from experienced leaders. Despite challenges like layoffs, hiring is still growing. Over 5 million computer science grads are joining the market, highlighting the need for adaptability. Key advice? Stay open to continuous learning. Embrace curiosity and focus on honing human skills. Understand challenges, communicate effectively, and make decisions. These skills will be invaluable as AI evolves. Good luck to all newcomers! 🌟...
Source: The New Stack
Jennifer Riggins
2026-01-02 16:00
In 2025, AI proved to enhance human-led software development, merging with platform engineering. This combination is pivotal for effective deployment and productivity. Organizations that adopt AI through a structured platform strategy will lead in the coming year. Many companies are at the "operational" maturity stage, standardizing tools and processes. As AI adoption rises, the demand for robust internal platforms is clear. Tools like Backstage are becoming essential for creating efficient...
Source: The New Stack
Jennifer Riggins
2026-01-01 18:00
As AI tools reshape the developer landscape, many entry-level tasks are now automated, leaving newcomers with fewer opportunities to learn. AI can now handle tasks like HTML/CSS layouts, basic documentation, and simple infrastructure configurations, which traditionally helped juniors gain experience. This shift raises concerns about how aspiring developers can acquire essential skills when they are bypassed by technology. For those learning to code, it's crucial to avoid over-relying on AI....
Source: The New Stack
Roman Eloshvili
2026-01-01 15:00
MocaccinoOS offers a more user-friendly experience for those interested in Gentoo Linux. 🌐 With a focus on minimalism and ease of use, it features a GUI installer and package manager, making installation straightforward. MocaccinoOS comes in two versions: Mocaccino Micro and Mocaccino Desktop, supporting various environments like GNOME and KDE. This distribution emphasizes reliability and stability, appealing to users who value a seamless experience. ⚙️ #MocaccinoOS #Gentoo #Linux #OpenSource...
Source: The New Stack
Jack Wallen
2026-01-01 14:00
In 2025, notable efforts to preserve technology history were highlighted, showcasing how the tech community values its heritage. A significant discovery was made by Professor Rob Ricci at the University of Utah. He found a 1974 Unix tape in a storage room, believed to be one of the last copies of Unix v4. This tape was carefully transported to the Computer History Museum for preservation. 📼 The contents of the tape included early programming artifacts, such as the oldest known version of a...
Source: The New Stack
David Cassel
2026-01-01 13:08
Observability faces challenges as infrastructure complexity and costs rise. Many organizations are moving to private cloud solutions, leading to more management difficulties. In 2025, users reported high costs, with some facing surprise bills exceeding $130,000 monthly. Analysts indicate that observability can address these issues if the economic model shifts from telemetry volume to insight-based pricing. The article suggests a move away from centralized data lakes to a model that focuses on...
Source: The New Stack
B. Cameron Gain
2025-12-31 21:00
Discover the power of Neovim, an extensible fork of Vim designed for a better development experience. With improved usability, built-in Language Server Protocol (LSP), and a sleek plugin API, Neovim streamlines coding from the command line. It supports many existing Vim plugins while offering features like a scriptable terminal emulator and better default settings. Installing Neovim is straightforward on Linux, macOS, and Windows, with a focus on creating a personalized config file to enhance...
Source: The New Stack
Jack Wallen
2025-12-31 18:00
🚀 In the realm of cybersecurity, collaboration is essential. The SAFE-MCP framework has emerged to enhance AI agent security, providing a common security baseline for diverse AI ecosystems. 🛡️ Recently adopted under the Linux Foundation and OpenID Foundation, SAFE-MCP transitions from draft to a community-governed project. This is crucial as regulators demand stronger safeguards for AI systems. 🔗 Model Context Protocol (MCP) acts as the connective tissue for AI, ensuring smooth communication...
Source: The New Stack
Arjun Subedi
2025-12-31 16:00
The AI community is making strides in IT operations as of 2025, focusing on operational AI frameworks. Human oversight remains essential for pushing code changes, despite AI's potential. Kevin Reeuwijk from Spectro Cloud emphasizes the importance of AI insights while noting the risks of unsupervised actions. A unified AI and automation layer is crucial for incident management, as highlighted by PagerDuty's Cristina Dias. Additionally, the emergence of ModelOps aims to integrate data and AI...
Source: The New Stack
Joab Jackson
2025-12-31 14:00
🔍 Effective DNS monitoring is essential for maintaining reliable online services. This article outlines four key principles: 1. Test from various networks to avoid blind spots. 2. Validate both accuracy and speed of responses. 3. Measure continuously to catch transient issues. 4. Compare changes with real-world patterns. The focus is on specific tests like DNS mapping, record validation, and performance measurements to ensure integrity and efficiency. #DNSMonitoring #TechInsights...
Source: The New Stack
Denton Chikura
2025-12-30 23:30
Discover how Pyodide enables running full Python in the browser using WebAssembly! 🌐 Unlike other tools, Pyodide supports C-extension libraries like Pandas and NumPy client-side, allowing for complex data analysis without server dependencies. With zero installation required, you can pull Pyodide via CDN and run Python code directly. This opens doors for privacy-first applications and offline capabilities. Learn more about building applications with Pyodide in the full article! 📊🔍 #Python...
Source: The New Stack
Jessica Wachtel
2025-12-30 20:30
Ari Zilka highlights the abundance of observability vendors at KubeCon + CloudNativeCon 2025, indicating a trend of similar offerings across the board. He emphasizes the need to shift from reactive dashboards to proactive operations, noting the high costs of OpenTelemetry adoption for organizations. Zilka's solution, MyDecisive.ai, aims to automate decision-making using telemetry, reducing the mean time to resolution (MTTR) for system errors. #Observability #OpenTelemetry #KubeCon #AI...
Source: The New Stack
Michelle Gienow
2025-12-30 18:00
Engineering teams are facing a challenge: they are overwhelmed by alerts but lack meaningful insights. 🚨 Despite investing in dashboards and observability tools, the shift from an alert-driven model to a signal-driven approach is becoming essential. Signals provide context and clarity, helping teams focus on what truly matters. 🔍 By understanding signals, teams can reduce noise and improve operational awareness. This transition allows for better decision-making and enhances service health....
Source: The New Stack
Ari Stowe
2025-12-30 16:00
Developers are moving away from complex frameworks and returning to Vanilla JavaScript, a trend driven by "framework fatigue." This shift is fueled by the evolution of native browser APIs, which now offer the functionality once provided by frameworks. Developers can create efficient, dynamic interfaces without heavy dependencies. As performance becomes the priority, many find that simpler solutions lead to faster, more responsive web applications. #JavaScript #WebDevelopment #FrameworkFatigue...
Source: The New Stack
Alexander T. Williams
2025-12-30 15:00
In 2025, AI transformed web development significantly. The focus shifted from basic code production to creating systems-aware components. Developers integrated AI directly into frontend architecture, moving beyond generic chatbots. Notably, WebCrumbs introduced a generative AI model for seamless code and design generation, although it has since shut down. The gap between design and code narrowed, allowing real-time visual adjustments that sync with the underlying code. This marks a new era in...
Source: The New Stack
Loraine Lawson
2025-12-30 14:00
🚀 Check out our latest guide on deploying AI agents using Google’s Agent Development Kit (ADK) on Cloud Run! In this tutorial, we explore three methods for building agents: Python, YAML, and the Visual Builder. Local development is great, but production deployment is key for scalability. Cloud Run simplifies deployment with its serverless platform. The adk deploy cloud_run command automates the process, creating and pushing a Docker image to Google Artifact Registry, and provisioning a...
Source: The New Stack
Janakiram MSV
2025-12-29 19:04
Is your AI workflow lacking structure? 🤔 The article highlights the importance of composable architecture in AI coding. Instead of generating code in isolation, breaking requests into smaller parts can enhance clarity and control. However, without a cohesive framework, these components struggle to connect. Composable architecture allows for versioning and reusability, ensuring that code persists beyond a single session. This approach addresses common issues like lack of persistence, version...
Source: The New Stack
Temitope Oyedele
2025-12-29 18:00
Generative AI applications require more than just well-crafted prompts. Engineers often specialize in areas like backend or machine learning due to the vastness of technology. However, a strong foundation of engineering principles is necessary to build effective software ecosystems. Simply relying on "vibe coding" can lead to failures. Real applications need robust systems for monitoring, error handling, and continuous optimization to function correctly in production. Building AI apps demands...
Source: The New Stack
Shanea Leven
2025-12-29 16:00
The future of SaaS is shifting towards decoupling control and data planes. 🚀 Traditionally, these planes were fused, limiting flexibility for customers. Now, decoupling allows vendors to manage the control plane while customers decide where their data plane runs. This shift enables models like Bring Your Own Cloud (BYOC), enhancing data sovereignty and performance. With decoupling, sensitive data stays within the customer's environment, addressing privacy concerns and reducing latency in data...
Source: The New Stack
Hugo Guerrero
2025-12-29 14:00
🚀 Managing DevOps infrastructure is becoming increasingly complex, according to George Fahmy, CEO of Stakpak. Despite advancements in AI, developers still struggle with tasks beyond coding. Fahmy emphasizes the need for a "self-driving" infrastructure to allow developers to focus on product creation. The current DevOps landscape is cluttered with responsibilities that many find tedious. There's also a significant skills gap in the market, with many organizations struggling to find qualified...
Source: The New Stack
Meredith Shubel
2025-12-28 18:00
🚀 The Model Context Protocol (MCP) is transforming AI integration by replacing the need for multiple plugins with a unified interface. This shift addresses common challenges in AI deployments, such as complex authentication and maintenance burdens. With MCP, developers can create a single server that works seamlessly across various AI models, reducing overhead and enhancing compatibility. MCP supports richer context, allowing AI systems to make informed decisions while promoting autonomy. #AI...
Source: The New Stack
Sowjanya Pandruju
2025-12-28 16:00
🚀 Martin Fowler, chief scientist at Thoughtworks, highlights AI as a major shift in programming. In a recent podcast interview, he emphasized that we are still learning how to integrate AI into our work. He compares this shift to moving from assembly language to higher-level languages like Fortran, noting that AI introduces nondeterministic computing, which differs from traditional deterministic methods. Fowler also shared that AI is effectively used in generating prototypes and understanding...
Source: The New Stack
Joab Jackson