2025-11-19 21:00
🚀 Red Hat has launched Project Hummingbird, aimed at enhancing cloud native development with micro-sized container images tailored for enterprises. This initiative builds on the legacy of Flatcar Container Linux, designed for optimized container workloads. Hummingbird focuses on minimalism, security, and compliance with zero vulnerabilities at release. Inspired by distributions like Alpine and Ubuntu Chiseled, it promises to streamline application delivery. #RedHat #ProjectHummingbird...
Source: The New Stack
Steven J. Vaughan-Nichols
2025-11-19 20:00
🚀 New AI solutions are emerging, but rushing their adoption can lead to low-quality outputs, known as "workslop." Many organizations overestimate AI's current capabilities due to misleading marketing and lack of expertise. Recent incidents highlight the risks of relying on AI without proper human oversight. To mitigate these issues, companies should focus on employee education and transparency in AI use. This approach helps maintain quality while leveraging AI for efficiency. #AI #Workslop...
Source: The New Stack
Joel Carusone
2025-11-19 19:00
Staging environments have long been a necessary part of software development, but new methods suggest they may be outdated. Recent insights argue for the shift to request-level isolation, allowing developers to test in live environments with real dependencies. This approach reduces bottlenecks and improves efficiency, providing faster feedback without the conflicts seen in traditional staging. Embracing on-demand sandboxes could enhance coding workflows significantly. #SoftwareDevelopment...
Source: The New Stack
Arjun Iyer
2025-11-19 18:30
In a recent discussion, Meag Doherty addressed the ethical dilemmas faced by researchers using Jupyter Notebooks for genomic research. She highlighted the conflict between open science principles and federal privacy policies. Doherty emphasized that ethical tech decisions should not feel overwhelming. She proposed a three-question framework to simplify these decisions: 1. Who is it good for? 2. Why is it good? 3. Why is it bad? This approach encourages a balanced understanding of potential...
Source: The New Stack
Michelle Gienow
2025-11-19 18:01
🚀 OpenAI has introduced GPT-5.1-Codex-Max, a new model designed for coding tasks. This version improves upon the earlier Codex model, which was already competitive in the field. Codex-Max excels in handling long-running tasks and can manage millions of tokens simultaneously. It achieved a score of 77.9% on the SWE-Bench Verified benchmark, outperforming several competitors. The model features various reasoning modes and introduces an "xhigh" mode to enhance accuracy, though this may increase...
Source: The New Stack
Frederic Lardinois
2025-11-19 17:00
Amazon engineers discussed their strategies for handling Black Friday traffic during a recent keynote at Kubecon + CloudNativeCon NA. 📈 They emphasized that merely reacting to demand isn't enough. Instead, Amazon uses predictive modeling to prepare for peak traffic surges, ensuring a smooth shopping experience for customers. With Black Friday approaching, these insights could benefit other retailers facing similar challenges. 🛒 #Amazon #BlackFriday #Ecommerce #TechInsights #Kubecon
Source: The New Stack
Joab Jackson
2025-11-19 16:00
Recent findings reveal that 95% of generative AI pilots fail to achieve meaningful financial impact, and over 80% of AI projects do not succeed. These failures stem from strategy issues, not technology flaws. AI is not a mere product to buy; it's a tool that needs careful application to specific business challenges. Many projects lack clear ROI paths, leading to abandoned initiatives. Organizations should avoid making hasty decisions based on top-down mandates without a solid strategy. #AI...
Source: The New Stack
Pete Johnson
2025-11-19 15:00
🌟 Ensuring launch-time reliability is vital for new products and features. A smooth launch can significantly impact customer experience, so developers and operations teams must work together. 🔍 Continuous testing and proactive monitoring are essential steps for both teams. This collaboration helps prevent disruptions that could affect users negatively. ⚖️ Additionally, compliance with regulations is crucial. Organizations must ensure services remain online and adhere to reporting requirements...
Source: The New Stack
Mandi Walls
2025-11-19 14:00
🚀 At the Kong API Summit, Jason Ehmke emphasized that while AI Gateways are essential, they won't solve all API challenges. 🔍 The current landscape is described as the "API Wild West," with many organizations lacking confidence in their API inventory. 📊 Key statistics reveal that 15% of IT professionals trust their API management, and over 50% have delayed releases due to security concerns. 🔒 To address these issues, Ehmke urges investment in comprehensive API platforms for better security...
Source: The New Stack
Loraine Lawson
2025-11-19 01:00
🚀 AWS has launched Kiro, an agentic IDE designed to enhance structured software development. This tool aims to replace "vibe coding" with a method called spec-driven development, where developers draft specifications before coding. This approach promises higher quality and productivity. Kiro also introduces new features like property-based testing and a command line interface for better project management. #AWS #Kiro #SoftwareDevelopment #AI #TechUpdates
Source: The New Stack
Darryl K. Taft
2025-11-18 22:00
🚀 Google has officially launched Gemini 3 Pro, the latest in its foundation model series. This new model is now available across various tools, including Google Search and AI Studio. 📊 Gemini 3 Pro boasts impressive benchmarks, scoring 1501 points on the LMArena Leaderboard and excelling in multimodal reasoning and visual tasks. It aims to enhance interactions with more depth and nuance. 💻 For developers, the model outperforms its predecessor in coding tasks and will integrate into tools like...
Source: The New Stack
Frederic Lardinois
2025-11-18 21:00
Enhancing the reliability of machine learning (ML) pipelines is crucial. This article discusses stress-testing these systems through chaos engineering. Data pipelines, model registries, and feature stores are key components that need rigorous testing. Common failure scenarios include data delays, format changes, and missing values. Chaos injection techniques can effectively simulate these failures. Tools like Chaos Mesh and Airflow help ensure systems can handle unexpected issues better....
Source: The New Stack
Tinega Onchari
2025-11-18 20:00
🚀 Red Hat has launched RHEL 10.1 at KubeCon+CloudNativeCon North America, marking its first major update in the 10.X series. This version introduces an AI command-line assistant that offers offline support for Linux administration tasks. It also includes vendor-validated AI accelerator drivers for GPUs and TPUs. RHEL 10.1 features the latest programming languages and the Linux kernel 6.12 LTS, enhancing system performance and stability. #RHEL #RedHat #Linux #AI #KubeCon
Source: The New Stack
Steven J. Vaughan-Nichols
2025-11-18 19:00
Kubernetes is becoming as essential to cloud computing as Linux was to operating systems. Jesse Butler from Amazon EKS highlighted this shift at KubeCon, emphasizing that Kubernetes is now universally adopted across organizations. AWS has introduced two significant open-source projects, Kubernetes Resource Orchestrator (Kro) and Karpenter, to enhance Kubernetes features. Kro simplifies resource management, while Karpenter addresses issues with cluster autoscaling. This evolution reflects the...
Source: The New Stack
Michelle Gienow
2025-11-18 18:00
Data telemetry is crucial for modern analytics and AI. It records user interactions in apps, transforming actions like clicks and purchases into valuable data signals. This process enables teams to measure performance, detect issues early, and enhance user experiences. Different types of telemetry, such as product, infrastructure, and security, play unique roles in maintaining system health and optimizing user engagement. 📊🛍️ For instance, when shopping online, every click and scroll is...
Source: The New Stack
Tapan Manaktala
2025-11-18 16:01
🚀 Google has unveiled Antigravity, a new agentic development platform utilizing the Gemini 3 model. This platform aims to enhance the AI-centric IDE experience. Developers can access Antigravity for free on Mac, Windows, and Linux, with generous usage limits for Gemini 3 Pro. Notably, users can choose from multiple models, including Anthropic's Claude Sonnet 4.5 and OpenAI's GPT-OSS. Learn more about how Antigravity is shaping the future of coding! 💻✨ #GoogleAntigravity #AgenticDevelopment...
Source: The New Stack
Frederic Lardinois
2025-11-18 16:00
🚀 Microsoft has announced updates to Azure Copilot at this week's Ignite conference. The revamped Azure Copilot now features six new agents focused on migration, deployment, optimization, observability, resiliency, and troubleshooting. These agents enhance cloud management by automating tasks and providing proactive suggestions. The new interface offers a dashboard-like experience with tailored insights, allowing users to optimize workflows without extensive navigation. With these updates,...
Source: The New Stack
Mary Branscombe
2025-11-18 15:00
The software development landscape is shifting as teams face a conflict between speed and safety. AI tools now allow for rapid code generation, but they also introduce new security risks. These tools can replicate insecure coding patterns and create vulnerabilities alongside faster releases. Traditional security measures struggle to keep pace, leading to backlogs and increased risk. To ensure secure development, a new approach is needed that balances speed with safety. 🔒💻⚡️ #SecureDevelopment...
Source: The New Stack
Sumeet Singh
2025-11-18 14:00
Spotify introduces the Confidence platform to help developers experiment with AI more effectively. 🚀 By integrating this into their internal developer portal, Spotify aims to support agile experimentation with tools like A/B testing and automated rollbacks. This approach promotes collaboration and breaks down silos that hinder AI performance. Tyson Singer, Spotify's SVP of Technology, shares insights on these advancements and their impact on organizational efficiency. #Spotify #AI...
Source: The New Stack
Jennifer Riggins
2025-11-17 23:00
🚀 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
2025-11-17 22:09
🚀 The Model Context Protocol (MCP) is evolving with the introduction of Streamable HTTP in early 2025. This shift is set to enhance the accessibility of MCP services. As popularity grows, scaling becomes essential, necessitating reliable load balancing. This article discusses using HAProxy to build a compliant load-balancing layer for Streamable MCP servers. Key points include ensuring session persistence through the mcp-session-id header and validating Accept headers to protect backend...
Source: The New Stack
Jakub Suchy
2025-11-17 21:00
🚨 Automation in coding, or "vibe coding," is becoming common among developers. While it boosts productivity, risks are emerging due to reliance on AI-generated code. AI's lack of transparency can introduce vulnerabilities that skilled professionals may overlook. This has been observed even in security-focused environments. 🔒 To combat this, companies are deploying honeypots to detect new exploits. A recent project involved creating a rapid-response honeypot using AI, but it revealed...
Source: The New Stack
Dan Andrew
2025-11-17 20:00
Understanding the principle of "Store Together, Access Together" is vital for database performance. 📊 When data is stored in a single location, it enhances speed and reduces latency. This approach is especially beneficial in document databases, allowing developers to optimize data locality for predictable access. Modern databases face challenges like scattered data access, which can slow down performance. As applications scale, maintaining data locality becomes increasingly crucial....
Source: The New Stack
Franck Pachot
2025-11-17 19:00
AI is transforming security operations by changing the metrics we use to measure effectiveness. Traditional metrics like Mean Time to Detect (MTTD) are becoming obsolete as AI can process alerts and respond faster than humans. Key metrics to focus on now include: 1. **Coverage Within Critical Time Windows**: Measure how quickly you can respond to attacks compared to their execution time. 2. **Attack Progression Prevention Rate**: Evaluate if AI can stop attacks at various stages, preventing...
Source: The New Stack
Asaf Wiener
2025-11-17 18:02
🌐 Technology companies are facing new challenges with the EU's Cyber Resilience Act (CRA). 📜 Greg Kroah-Hartman, Linux kernel maintainer, shared insights at KubeCon + CloudNativeCon, emphasizing that individual developers have less to worry about than those whose code is used in commercial products for the EU. 🔍 The CRA establishes cybersecurity standards for digital products, focusing on secure design, regular updates, and clear software dependencies. It holds manufacturers accountable...
Source: The New Stack
Steven J. Vaughan-Nichols
2025-11-17 17:00
In this week's episode of The New Stack Agents, Suresh Vasudevan, CEO of Clockwork, discusses the evolution of the company from syncing clocks to enhancing GPU communication. Clockwork's technology addresses latency issues by monitoring network performance, crucial for large language model (LLM) training. Key features include deep visibility into GPU fleets and FleetIQ, which ensures fault tolerance by rerouting traffic around network failures. With large LLM workloads, maintaining efficiency...
Source: The New Stack
Frederic Lardinois
2025-11-17 16:00
🌐 As enterprise IT systems become more complex, the role of agentic AI in observability is increasing. This technology allows for autonomous analysis and action, leading to improved operational resilience and faster resolution times. However, the implementation must include strong security measures and human oversight to mitigate potential risks associated with automation. The balance between efficiency and governance is essential for trust in these systems. #AgenticAI #ITResilience...
Source: The New Stack
Vikram Murali
2025-11-17 14:00
🚀 Microsoft EVP Rajesh Jha discussed the rise of AI agents on the "Worklab" podcast, emphasizing that businesses need to act now to integrate AI into their processes. He shared insights from his experience at Microsoft, highlighting the importance of measuring the impact of AI on key performance indicators with tools like the Copilot impact dashboard. 📊 Jha stressed that leaders must guide their teams to adapt to AI, focusing on a few critical processes for maximum efficiency. #AI...
Source: The New Stack
David Cassel
2025-11-16 15:00
Enhance your desktop security with Portmaster, an open-source application firewall. 🔒 Portmaster offers system-wide protection, helping to block ads, trackers, and malware. It allows you to monitor network activity and customize settings for individual applications. Available for Linux and Windows, it's a tool designed to automate security measures. For installation, simply download the appropriate file and follow the setup instructions. #CyberSecurity #OpenSource #Portmaster #Linux #Windows
Source: The New Stack
Jack Wallen
2025-11-15 18:00
AI-generated code shows promise in demos, but it often fails to make it to production. A recent article highlights key challenges: 🔍 **Integration Issues**: AI excels in creating prototypes but struggles with existing tech stacks. ⚙️ **Debugging Limitations**: AI lacks the ability to learn from past mistakes, complicating troubleshooting. 🔄 **Tool Maturity**: While AI tools are improving, other processes like deployment and quality assurance still lag behind. Understanding these hurdles is...
Source: The New Stack
Animesh Koratana
2025-11-15 15:00
🚀 Snapchat has open-sourced its cross-platform UI framework, Valdi, after using it internally for eight years. This beta release aims to enhance developer experience with tools and documentation still in need of testing. Valdi enables native performance by compiling TypeScript directly to platform-native views for iOS, Android, and macOS. Key features include automatic view recycling, optimized component rendering, and a C++ layout engine for efficiency. #Snapchat #OpenSource #Valdi...
Source: The New Stack
Loraine Lawson
2025-11-15 14:00
🚀 Visual Studio 2026 is here with its beta version available for Insiders! This update focuses on evolution, integrating deeper AI features with Copilot for an improved developer experience. 🔧 Users can expect a faster interface and better support for extensions, even on Windows 10. 🛠️ However, installation may require GitHub integration and two-step authentication. Explore the latest enhancements and see how they can benefit your development workflow! #VisualStudio2026 #Microsoft...
Source: The New Stack
David Eastman
2025-11-14 22:00
🚀 Microsoft has launched Visual Studio 2026, highlighting it as the most community-driven version yet. This release is the first to be built around AI, enhancing productivity without replacing developer judgment. Key features include AI integration in debugging, profiling, and more, streamlining workflows. The preview attracted unprecedented interest, with more testers than any prior version. Learn more about these advancements! #VisualStudio2026 #AI #Microsoft #Development #TechNews
Source: The New Stack
Darryl K. Taft
2025-11-14 21:00
🚀 Canonical has announced an extension of its Ubuntu Linux support to 15 years! This new Ubuntu Pro Legacy add-on offers long-term support for all LTS releases, starting from Ubuntu 14.04. This is especially beneficial for enterprises in regulated sectors like banking and healthcare, where stability is crucial. 🔒 Users will receive security fixes and compliance features throughout this extended support period. For organizations hesitant to upgrade, this move could be a game changer. 🔧 #Ubuntu...
Source: The New Stack
Steven J. Vaughan-Nichols
2025-11-14 19:00
🚀 Exciting news from JupyterCon 2025! Jupyter Deploy is here to bridge the gap for educators, startups, and researchers needing more than a laptop but less than full-scale cloud resources. This new open-source CLI allows quick cloud deployment of Jupyter, making collaboration easier for small teams. No need for extensive cloud expertise—Jupyter Deploy simplifies the setup process, although some understanding of components is still required for long-term use. Learn more about how this tool can...
Source: The New Stack
Michelle Gienow
2025-11-14 18:00
Integrating AI agents into legacy systems presents unexpected challenges. The initial focus on AI model issues quickly shifted to the systems of record, which are vital for maintaining accuracy and accountability. A recent deployment revealed that the AI agent could resolve IT tickets but bypassed crucial approval steps, highlighting a gap in understanding context. This incident emphasizes that successful integration requires more than technical skills; it demands a deep understanding of the...
Source: The New Stack
Saurabh Bhatia
2025-11-14 17:36
🚀 Red Hat has launched OpenShift 4.20, featuring enhanced AI capabilities and improved security for hybrid cloud environments. Key highlights include the LeaderWorkerSet API for efficient AI workload management and the Runtime Image Volume Source, allowing quick model updates without container rebuilds. The release also emphasizes security with Red Hat Advanced Cluster Security 4.9 and improved tools for cluster management. #RedHat #OpenShift #AI #CloudComputing #Security
Source: The New Stack
Steven J. Vaughan-Nichols
2025-11-14 15:00
🚀 Exciting developments in frontend observability are on the horizon! The launch of the Browser Special Interest Group (SIG) in the OpenTelemetry project aims to enhance support for browser-based JavaScript applications. This group focuses on creating better instrumentation and tooling, recognizing the unique challenges of browser environments. Panelists from the Browser SIG discussed key challenges and the importance of tailored observability practices, highlighting the differences between...
Source: The New Stack
Colin Contreary
2025-11-14 14:00
Grafana Labs has enhanced its observability platform with AI support, improving user experience. The effectiveness of Grafana compared to other vendors varies based on differing AI approaches. DataDog, Kloudfuse, and Chronosphere have unique AI philosophies, with Grafana showing practical benefits during user interactions. At ObservabilityCon, I witnessed Grafana Assistant streamline panel setups, highlighting its user-friendly capabilities. #Grafana #AI #Observability #DataAnalysis...
Source: The New Stack
B. Cameron Gain
2025-11-14 13:00
Artists worldwide often face significant risks due to censorship, which can erase vital stories that shape identity and challenge power. The article discusses how AI is aiding in the fight against this repression. The Civsy platform by Mimeta collects and analyzes incidents of artistic censorship, making them searchable and comparable. By using advanced AI search techniques, Civsy connects fragmented data, helping researchers track trends and understand the broader impact of censorship....
Source: The New Stack
Tim Young