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
2025-11-06 16:00
The enterprise AI landscape is transitioning from prototypes to robust production systems. This shift has led to a complex, multilayered technology stack essential for scalable AI applications. Key players like Amazon, Microsoft, and Google are at the forefront, providing an integrated stack that covers everything from accelerated compute to user experiences. The architecture includes specialized hardware, such as GPUs and ASICs, designed to meet the high computational demands of AI. These...
Source: The New Stack
Janakiram MSV
2025-11-06 15:00
Amazon recently settled a $2.5 billion lawsuit with the FTC for using dark patterns to manipulate users into signing up for Prime. Dark patterns are deceptive UX designs that trick users into making unwanted choices. Developer Selam Moges emphasized the importance of recognizing these patterns to avoid ethical issues in design. It's crucial for developers to be vigilant about such practices, as they can lead to serious consequences for both users and companies. #DarkPatterns #UXDesign...
Source: The New Stack
Loraine Lawson
2025-11-06 14:00
🚀 AI is revolutionizing software development by enhancing human creativity and efficiency. It acts as a copilot throughout the development journey, helping streamline workflows and improve decision-making. This transformation is crucial for boosting productivity in a fast-paced market. 💡 To fully harness AI’s potential, organizations must embrace strategic changes that promote collaboration and prioritize specific use cases. Innovation is time-sensitive, and AI can help refine ideas and...
Source: The New Stack
Dario Esposito
2025-11-05 00:00
Prometheus and OpenTelemetry integration faces challenges, particularly around compatibility and performance. During PromCon, Julius Volz highlighted issues such as loss of service discovery and SDK complexity. Benchmark tests indicate significant performance discrepancies when using OpenTelemetry versus native Prometheus instrumentation. However, ongoing collaboration is addressing these concerns. Richard Hartmann noted improvements in interoperability and support for data labels....
Source: The New Stack
B. Cameron Gain
2025-11-04 23:00
🌐 HTTP is a crucial protocol for web communication, acting as the "language" between browsers and servers. An HTTP server processes requests from clients, serving webpages and data like a restaurant server takes orders. It uses requests and responses to share information, with status codes indicating success or errors. Ready to build your own HTTP server in Python? You'll need basic Python knowledge, a terminal, and a text editor. #Python #HTTPServer #WebDevelopment #Programming #TechEducation
Source: The New Stack
Jessica Wachtel
2025-11-04 22:00
Discover how the Kafka community is addressing challenges in handling large data volumes. The new Kafka Improvement Proposal, KP-1150, introduces Diskless Topics, which leverages object storage for replication, reducing costs and complexity. This approach allows businesses to scale Kafka effectively. Join the webinar on Nov. 20 to learn more about optimizing Kafka architecture! 📅💻 #ApacheKafka #DataStreaming #TechWebinar #CloudComputing #BigData
Source: The New Stack
Vicki Walker
2025-11-04 21:00
🚀 Deepnote, a popular analytics and data science notebook, has officially gone open source! Since its launch in 2019, over 500,000 data professionals have adopted the platform, which aims to address key challenges found in Jupyter notebooks. Key features include collaboration tools, AI agents, and native integrations. This move supports a community-focused approach, enhancing capabilities for both technical and non-technical users. #Deepnote #OpenSource #DataScience #Collaboration...
Source: The New Stack
Heather Joslyn
2025-11-04 19:00
AI in engineering is evolving from simple autocompletion to advanced reasoning and automation. This shift is introducing AI agents that assist with tasks like code review. However, a recent study revealed a productivity paradox. Experienced developers using cutting-edge AI tools took 19% longer to complete tasks compared to working without assistance. Surprisingly, many felt the AI had sped them up. The findings highlight the need for a context-based approach in AI development, moving away...
Source: The New Stack
Chris du Toit
2025-11-04 17:00
React is often labeled as "mature," a term that can imply obsolescence in tech. However, this maturity is actually a strength. Rather than fading, React continues to evolve, focusing on stability and foundational improvements like Server Components and Hooks. These updates may not grab headlines, but they significantly enhance performance and developer experience. Despite competition from newer frameworks, React remains a heavyweight in the industry, proving that a slower pace can lead to...
Source: The New Stack
Alexander T. Williams
2025-11-04 16:00
In the AI era, speed is key to staying competitive. 🚀 While many companies feel hindered by Kubernetes as they scale, it can actually be a powerful tool for rapid experimentation. The real bottleneck has shifted from code generation to validation. Engineers are now focusing on evaluating AI-generated code rather than just writing it. For growth teams, leveraging Kubernetes effectively can enhance your ability to iterate and compete. 💡 #Kubernetes #AI #TechInnovation #SoftwareDevelopment...
Source: The New Stack
Arjun Iyer
2025-11-04 15:00
🚀 SAP is making waves at its TechEd event in Berlin by unveiling its first large language model, SAP-RPT-1. This model is designed specifically for relational and structured business data, setting it apart from traditional LLMs. It aims to enhance users' ability to work with common business scenarios. SAP-RPT-1 will be available on the SAP platform and Hugging Face later this year, simplifying tasks without the need for extensive training. #SAP #TechEd #AI #BusinessIntelligence #DataScience
Source: The New Stack
Frederic Lardinois
2025-11-04 14:30
Introducing the Agent GPA Framework for Enterprise-Ready AI! 🤖 As enterprises invest heavily in AI agents, the need for clear ROI is more critical than ever. Many leaders are questioning whether their AI initiatives are truly effective and trustworthy. Current evaluation methods often focus on final answers, neglecting the agent's decision-making process. This can lead to hidden costs and eroded trust. The Agent GPA Framework addresses this by breaking down performance into three key...
Source: The New Stack
Anupam Datta
2025-11-04 13:00
The article discusses the need to shift API design from a "developer-first" approach to an "AI-first" philosophy. For two decades, APIs have been optimized for human developers, focusing on flexibility and rich documentation. However, with the rise of AI agents, a new design is necessary. AI requires clear and explicit machine-readable contracts, as they cannot interpret nuances or external documentation. This shift highlights the necessity for unambiguous API designs for effective AI...
Source: The New Stack
Saqib Jan
2025-11-03 19:00
Tigris Data has introduced bucket forking, a new feature that brings GitHub-style forking to object storage. This innovation allows organizations to create data forks easily, avoiding issues like extra copies, delays, and rising costs. Forking utilizes snapshots to capture a data state at a specific time, enabling users to modify data without impacting the original bucket. The architecture is based on an immutable, append-only system, ensuring a complete history of changes and simplifying...
Source: The New Stack
Jelani Harper
2025-11-03 18:00
Kelsey Hightower emphasizes the importance of personal experience in engineering at scale. 🛠️ During the Monster SCALE Summit, he advised attendees not to rush into scaling without first understanding the challenges involved. His journey spans significant contributions to Puppet, CoreOS, and KubeCon, showcasing the lasting impact of his ideas. Join the upcoming Monster SCALE Summit on March 11-12 for more insights! 🌍💡 #Engineering #Kubernetes #Scaling #TechTalk #MonsterSCALE
Source: The New Stack
Cynthia Dunlop
2025-11-03 17:00
🚀 In the last decade, the rise of new analytics databases has highlighted a significant issue: outdated data transfer protocols. Traditional systems, using ODBC and JDBC, are built for row-oriented data, leading to inefficiencies in CPU usage. 🔗 A team of engineers from Apache Arrow have launched a new company, Columnar, to address these challenges with ADBC (Arrow Database Connectivity). This new protocol enables faster, column-oriented data transfers. 💡 With $4 million in seed funding,...
Source: The New Stack
Joab Jackson
2025-11-03 16:15
Observability strategies should prioritize Service-Level Objectives (SLOs) from the start. Bill Hineline from Chronosphere emphasizes the need for simplicity in observability tools. These platforms should be user-friendly for both technical and non-technical stakeholders, enabling them to make informed decisions without extensive training. Accessibility is key! Effective tools must provide insights right away, empowering users to identify issues and correlations easily. #Observability #SLOs...
Source: The New Stack
B. Cameron Gain
2025-11-03 15:09
Building a strong AI team starts with hiring individuals who show curiosity, grit, and versatility in AI and software engineering. These traits help teams stay current and effective. However, leading such talented engineers can be challenging due to diverse opinions and solutions, which may slow down progress. To address this, leaders can implement four key frameworks: 1. Designate a single decision-maker for each choice. 2. Separate idea generation from execution. 3. Use evidence to pivot,...
Source: The New Stack
Michelle Gill
2025-11-03 13:07
🌐 The upcoming TNS eBook “Running Virtual Machines on Kubernetes” outlines the shift towards cloud native technologies in enterprise IT. As organizations adopt Kubernetes as their primary platform, they face the challenge of integrating legacy virtual machines with modern applications. Recent market changes, like Broadcom's acquisition of VMware, have accelerated this need for consolidation. Learn more about navigating this transition! 📘✨ #Kubernetes #CloudNative #VMs #EnterpriseIT...
Source: The New Stack
Janakiram MSV
2025-11-02 17:00
🌐 Platform engineering is transforming the cloud-native landscape. Teams are adopting internal developer platforms (IDPs) to streamline processes and enhance developer experiences. Kubernetes stands as the standard control plane for applications, with innovations like Crossplane paving the way for a universal control plane. 🔄 AI is now playing a role in platform operations, evolving APIs to be more dynamic and user-friendly. This shift aims to simplify how developers interact with platforms....
Source: The New Stack
Ana Margarita Medina
2025-11-02 16:00
🌐 HydraPWK2 is a new Linux distribution designed to simplify penetration testing. Unlike the more complex Kali Linux, HydraPWK2 organizes tools into clear categories for easier navigation. 🛠️ The desktop menu includes sections like Identify, Protect, and Reconnaissance, making it user-friendly for pentesters at any level. 🔍 While it includes many essential tools, users can find specific applications under each category, streamlining the pentesting process. #Pentesting #Cybersecurity #Linux...
Source: The New Stack
Jack Wallen
2025-11-02 15:00
Microsoft's Windows Subsystem for Linux (WSL) has a fascinating history. Starting in 2010 as Project Astoria, it aimed to run Android apps on Windows. This evolved into the 2016 launch of Bash and Ubuntu on Windows, thanks to collaboration with Canonical. WSL 1.0 debuted in 2017, allowing Linux distributions to run on Windows. Despite initial popularity, users found it slow, leading to the development of WSL 2 for improved performance. Discover the full journey at the Ubuntu 25.10 Summit! 🚀💻...
Source: The New Stack
Steven J. Vaughan-Nichols
2025-11-02 14:00
OpenAI co-founder Andrej Karpathy recently shared insights on the future of AI in a podcast with Dwarkesh Patel. He believes we are about 10 years away from achieving true AI agents. Karpathy highlighted current challenges in the AI field, pointing out that many predictions are overly optimistic. He emphasized the need for significant advancements in intelligence, multimodal capabilities, and continual learning. The discussion also included Elon Musk, who challenged Karpathy to a coding...
Source: The New Stack
David Cassel
2025-11-01 18:00
🌟 Linux is becoming a popular choice for developers, thanks to its flexibility and reliability. In a recent article, various Linux distros were highlighted as top picks for development. Key mentions include Debian, known for its stability, extensive software repositories, and strong security features. Fedora is also noted for its focus on new technology, making it a favorite among developers. With many options available, almost any Linux distribution can be tailored for a development...
Source: The New Stack
Jack Wallen
2025-11-01 14:00
🚀 Exciting changes are underway for Lodash, the widely used JavaScript utility library. Ulises Gascón announced a new governance model aimed at distributing decision-making and maintenance responsibilities. This shift is essential for sustainable development, as Lodash has relied on a single maintainer for too long. The new structure will include a Technical Steering Committee to facilitate consensus-based decisions. Plans also include improving security measures and deprecating certain...
Source: The New Stack
Loraine Lawson
2025-11-01 12:00
🚀 OpenAI has introduced the Apps SDK to enhance the ChatGPT ecosystem. This tool aims to help developers create applications that improve user conversations. ChatGPT apps serve to provide visual experiences that seamlessly integrate into discussions. The apps' functionality is guided by metadata, determining what questions they can answer. Understanding the inline app display is key, as it presents content directly within conversations. The Model Context Protocol (MCP) is essential for...
Source: The New Stack
David Eastman
2025-10-31 20:00
In the realm of AI, context plays a crucial role in enhancing agent performance. The article discusses the importance of context engineering, which involves techniques to provide AI agents with the right information. This ensures efficient planning, tool usage, and improved task accuracy. Challenges like excessive or insufficient context can lead to poor outcomes. Key components include tool selection, memory usage, prompt engineering, and data retrieval. Understanding these elements is...
Source: The New Stack
Kiran Matty
2025-10-31 19:13
🚀 In a recent episode of The New Stack Agents, Keith Ballinger from Google Cloud discussed the evolving role of agentic coding tools like Gemini CLI. He emphasizes the importance of writing clear documentation and project plans to enhance developer intent and context. Ballinger believes we may reach a future where developers focus less on code and more on their design intentions. 🎙️ Join the conversation to learn more about AI in coding and the skills that make great programmers. #GoogleCloud...
Source: The New Stack
Frederic Lardinois
2025-10-31 19:10
The recent AWS outage on October 20 highlighted the interconnected nature of modern applications across various industries. 🔗 Organizations depend on a complex network of cloud services, making it hard to establish effective redundancies. While some redundancy measures exist, invoking them poses challenges related to data consistency and service disruption. Understanding the outage's scope and dependencies is crucial for effective remediation. 🛠️ #CloudOutage #Redundancy #AWS #TechChallenges...
Source: The New Stack
Joe Vaccaro
2025-10-31 19:00
Core Web Vitals (CWVs) provide crucial insights into website performance, focusing on user experience through metrics like load time and interactivity. However, relying solely on CWVs may not meet evolving user demands. 📊 To gain deeper insights, integrating CWVs into a user-focused observability system is essential. This approach connects technical performance to actual user experiences, highlighting issues that may not be captured by metrics alone. OpenTelemetry is highlighted as a key tool...
Source: The New Stack
Virna Sekuj
2025-10-31 18:00
Many AI failures stem from outdated data pipelines rather than model accuracy. Organizations often use batch-processed data for real-time predictions, leading to delays. Apache Kafka offers a solution by providing low-latency data streaming, enabling real-time processing. This allows for immediate insights and better decision-making in AI applications. Teams using Kafka are experiencing success by transforming data midflight, ensuring models operate with current information. #AI #DataPipeline...
Source: The New Stack
Anil Inamdar
2025-10-31 17:00
AI inference has become more resource-intensive with the growth of large language models (LLMs). 🌐 Kubernetes is now the go-to platform for deploying these services, but as organizations scale, multicluster inferencing is needed to manage workloads across multiple clusters. This approach offers benefits like redundancy but also introduces complexity. Projects like KAITO and KubeFleet are stepping up to address these challenges by optimizing LLM workflows and resource management. #AI...
Source: The New Stack
Sachi Desai