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...
B. Cameron Gain
2025-11-06 17:00
🚀 Exciting advancements in AI training! NVIDIA NeMo Automodel simplifies large-scale mixture-of-experts (MoE) training in PyTorch. Developers can now train billion-parameter models without complex setups. This open-source library allows scaling from 8 to over 1,000 GPUs efficiently, making powerful MoE architectures accessible to all. Discover the benefits and a quick-start guide to enhance your experiments! #NVIDIA #MachineLearning #PyTorch #AI #MoE
Hemil Desai
2025-11-06 13:00
At Vercel, we've explored the potential of AI agents to boost productivity and improve outcomes in various business areas. 🤖 Companies are leveraging these agents for customer support, code reviews, and sales operations. The key is identifying the right problems AI can solve effectively and affordably. Through our journey, we developed a repeatable methodology to evaluate AI projects for substantial business impact. #AIAgents #Productivity #Vercel #Innovation #BusinessImpact
Eric Dodds
2025-11-05 11:15
🚀 Growing Kotlin Adoption in Your Company! In a recent guest post by Urs Peter, insights on expanding Kotlin use in Java-dominated environments are shared. After gaining initial support from a core team, the focus shifts to winning over skeptical Java developers. Key strategies include showcasing Kotlin's advantages through code comparisons and building an in-house community for support. Emphasis is placed on practical onboarding and providing self-study resources. Learn more about Kotlin's...
Alyona Chernyaeva
2025-11-05 10:50
Unlock the potential of Python with 10 smart performance hacks! 🚀 This article by Dido Grigorov highlights strategies to enhance your code's speed without losing clarity. Key techniques include using sets for faster membership testing and avoiding unnecessary copies of large objects. 🐍 These tips empower developers to optimize their performance and tackle complex tasks efficiently. #Python #CodingTips #PerformanceOptimization #SoftwareDevelopment #Programming
Evgenia Verbina
2025-11-05 07:16
🚀 Dive into containerization with Request Tracker (RT)! This article guides you through the process of running RT as a quadlet container, utilizing MariaDB and httpd images. Learn about the setup, including persistent storage, configuration, and email routing. Key commands and examples are provided for a smooth deployment. 📦 Explore the benefits of using containers to simplify maintenance and enhance security. #RequestTracker #Containerization #Podman #DevOps #OpenSource
Keith Schincke
2025-11-05 07:16
🚀 Red Hat OpenShift Lightspeed is enhancing user efficiency by integrating with locally served large language models (LLMs) through OpenShift AI. This setup boosts data security, reduces costs, and allows for better performance control. The article outlines steps to connect OpenShift Lightspeed with an LLM, from prerequisites to model deployment. Key steps include setting up S3-compatible storage and configuring model connections. For detailed instructions, check the full article! #RedHat...
Samy Zemmouri
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
Jessica Wachtel
2025-11-04 20:33
🚀 Exciting advancements in ML and AI at Netflix! The Metaflow framework, open-sourced in 2019, enhances the development experience by streamlining workflows from prototype to production. With the new Spin functionality, users can iterate rapidly, allowing for seamless transitions and faster debugging, making AI development smoother and more efficient. For more details, check out the full article! #MachineLearning #AI #Metaflow #NetflixTech #Innovation
Netflix Technology Blog
2025-11-04 18:01
Over the past decade, Pinterest has transformed its AI Platform from fragmented machine learning stacks to a unified system that supports all major operations. Key lessons include the importance of organizational alignment for adoption, the need for layered foundations, and the interplay of enablement, efficiency, and velocity. The evolution is divided into five eras, highlighting the journey from initial fragmentation to broader alignment and advanced capabilities. For more insights, check...
Pinterest Engineering
2025-11-04 16:27
🚀 Learn how to enhance your Heroku app's performance by reducing latency! The article explains the impact of TCP slow start on web applications and introduces keep-alive connections as a solution. Keep-alives allow multiple requests to reuse a single connection, improving response times by maximizing bandwidth. Understanding these concepts can significantly benefit developers working with HTTP. #Heroku #WebDevelopment #TCP #PerformanceOptimization #KeepAlive
Richard Schneeman
2025-11-04 16:15
Enhance your PhpStorm experience with powerful plugins! 🛠️ Plugins add new languages and tools, improving your coding workflow. Notably, Dmitrii Derepko has developed several useful tools for web projects and PHP. Check out the .gitattributes Support plugin for better editing, the Git CODEOWNERS plugin for easier management, and the Cron Support plugin for simplified task scheduling. Interested in plugin development? Don’t miss the free JetBrains Plugin Developer Conference 2025! 🎤 #PhpStorm...
Roman Pronskiy
2025-11-04 15:37
Unlock the potential of Large Language Models (LLMs) with Model Context Protocol (MCP) servers! 🛠️ MCP enables AI models to interact with tools and resources effectively. Here are three recommended MCP servers: 1️⃣ **Kubernetes MCP Server** - Allows direct communication with your cluster for resource management. 2️⃣ **Context7 MCP Server** - Provides real-time access to updated technical documentation for development support. 3️⃣ **GitHub MCP Server** - Facilitates natural language...
Cedric Clyburn
2025-11-04 15:21
Unlock your IDE's potential with the new **Command Completion** feature! 🚀 This tool provides a universal entry point for context-aware actions, allowing developers to discover IDE features without interrupting their workflow. Just type `..` to get action suggestions tailored to your current context. Explore a more efficient coding experience and enhance productivity in 2025.2 Beta! #IDE #DeveloperTools #CodingEfficiency #TechInnovation #CommandCompletion
Marit van Dijk
2025-11-04 15:00
🌟 Exciting changes are underway in rural Illinois! Leaders Innovating for Tomorrow (LIFT) is transforming education in Mattoon Community Unit School District #2. By utilizing Cisco technology, LIFT provides students with hands-on learning experiences that open doors to non-traditional career paths. This initiative is paving new pathways for future success. #Education #Technology #CareerPaths #RuralCommunities #Innovation
Russell Smith
2025-11-04 10:00
🚨 CentOS Linux 7 will reach its end-of-life on June 30, 2024, leaving users without official support. A recommended solution is migrating to Red Hat Enterprise Linux (RHEL) for ongoing security updates and support. The transition can be facilitated using Red Hat Lightspeed, which provides tools for analysis and conversion. 🔧 Steps include validating your CentOS version, updating the system, installing client tools, and running pre-conversion analyses. For detailed guidance, check out the full...
Nikhil Mungale
2025-11-04 10:00
🚀 Red Hat Lightspeed accelerates the detection of network issues in Open vSwitch (OVS). Support engineers can now quickly address problems like packet drops or latency, reducing lengthy communication with developers. The tool allows for easy monitoring of OVS coverage metrics and logs, streamlining the troubleshooting process. With extendable rules, it adapts to evolving needs in network management. #RedHat #OpenvSwitch #Networking #TechSupport #Troubleshooting
Veda Barrenkala
2025-11-04 10:00
Red Hat Lightspeed enhances operational efficiency by providing actionable intelligence for Red Hat Enterprise Linux environments. The insights client, running daily, can trigger custom automation using a shell script. This automation can assign systems to inventory groups, aiding in organized management and access control. Both inventory groups and system tags assist in filtering and managing systems effectively. A detailed guide on extending the insights client for automation is available...
Jerome Marc
2025-11-04 10:00
🚀 Red Hat Lightspeed enhances system life cycle management through proactive monitoring and analytics. With new inventory events, IT teams gain deeper visibility, automating responses to system changes. Key events include new system registrations, stale system detection, and deletions, allowing for timely actions like opening ServiceNow tickets or initiating security checks. Integrating these events into workflows can lead to self-healing systems and optimized operations. Learn more about...
Jerome Marc
2025-11-04 10:00
Manage your patching cycle effectively with content templates in Red Hat Lightspeed! 🛠️ These templates use snapshots of Red Hat and third-party repositories, allowing admins to control software availability at the dnf/yum level. Snapshots are updated every 24 hours, ensuring stability. Learn how to create and assign templates for smooth updates, including adding custom content. 📦 Explore the process for better system management today! #RedHat #SystemManagement #ContentTemplates #DevOps...
Justin Sherrill
2025-11-04 10:00
Unlock efficient reporting with Red Hat Satellite! 🚀 This article highlights how to automate data retrieval from Red Hat Lightspeed using Ansible integration. System administrators can schedule tasks to generate CSV reports on system health, vulnerabilities, and more, directly to their inbox. Learn how to set up a service account, configure job templates, and receive timely updates on your infrastructure. 📊 Check out the step-by-step guide and start automating today! #RedHat #Automation...
Jerome Marc
2025-11-04 10:00
🔄 Red Hat Lightspeed now synchronizes system tags from Amazon EC2 and Microsoft Azure, enhancing operational efficiency. Tagging allows organizations to manage and filter their resources effectively. 🌐 This article outlines how Lightspeed ingests existing tags from cloud providers to streamline management. Users can leverage these tags for better reporting and automation across platforms. For detailed insights, explore the full article! #RedHat #CloudManagement #EC2 #MicrosoftAzure #DevOps
Jerome Marc
2025-11-04 10:00
Building images for cloud and on-premises servers poses challenges like reducing attack surfaces and ensuring compliance. 🌐 Red Hat Lightspeed simplifies image hardening by using OpenSCAP remediations at build time, allowing for pre-hardened images. Users can build images via an API or a user interface on sandbox.redhat.com. 🛠️ The article details steps for selecting the PCI-DSS profile and customizing images, ensuring compliance throughout the process. For compliance monitoring, Red Hat...
Gianluca Zuccarelli, Obinna Ezeakachi
2025-11-04 07:01
Post-training methods are crucial for enhancing large language models (LLMs) beyond their initial pre-training phase. 🌐 These methods include supervised fine-tuning, continual learning, and reinforcement learning, each aimed at making models more useful and aligned with specific tasks. Techniques like Orthogonal Subspace Fine-Tuning and Parameter-Efficient Fine-Tuning optimize memory and performance. 📈 Developers can explore these approaches using the open-source Training Hub library, which...
Mustafa Eyceoz, Addie Stevens
2025-11-04 00:00
📢 Exciting news for animators! Agora Studio has released two new animation sample projects for Unreal Engine: the A-COM Animatic Sample and the A-COM Animation Sample. These projects provide a step-by-step guide on how to storyboard and animate a short film using Unreal Engine. Explore these resources to enhance your animation skills! 🎬✨ #UnrealEngine #Animation #AgoraStudio #AnimationProjects #GameDevelopment
2025-11-03 21:48
Unlock insights from video and audio data with NVIDIA's integrated approach! 📹🔍 The article discusses how combining the Video Search and Summarization (VSS) and Retrieval-Augmented Generation (RAG) AI Blueprints enhances video analytics. This integration allows for richer insights by incorporating enterprise context into video workflows. Learn how to create scalable systems for real-time video Q&A and apply these solutions in various industries. #NVIDIA #VideoAnalytics #AI #DataInsights...
Ilyas Bankole-Hameed
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...
B. Cameron Gain
2025-11-03 15:30
🚀 Cisco U. introduces AI Learning Paths to empower all professionals, from business leaders to IT staff. With 90% of global companies using AI, understanding its impact is crucial. The Cisco AI Business Practitioner | AIBIZ path helps non-technical leaders strategize and leverage AI effectively. Gain foundational knowledge and practical skills to drive business outcomes with AI. #CiscoU #AI #BusinessTransformation #LearningPaths #ProfessionalDevelopment
Peter Kisich
2025-11-03 13:20
Unlock the potential of multimodal AI! 🌐 This article discusses how multimodal models can process various inputs like text, images, and audio, enhancing AI capabilities. You can now ask models to describe images or transcribe audio clips for more intuitive interaction. Learn how to utilize these models with Docker Model Runner, from choosing the right model to practical examples. The CLI and API provide options for experimentation and integration into applications. #AI #Multimodal #Docker...
Ignasi Lopez Luna
2025-11-03 08:28
In the world of development, there's a crucial trade-off: speed versus trust. With AI agents becoming more integrated into workflows, the focus shifts from how fast they act to how trustworthy they are. AI agents can enhance productivity when trust is prioritized alongside speed. They transform goals into actions, adapting to context and collaborating effectively in multi-agent systems. However, while agents show promise in routine tasks, their contributions require supervision to avoid...
Conrad Schwellnus
2025-11-03 08:01
Minimizing bandwidth during system updates is crucial. The article discusses how the **rpm-ostree build-chunked-oci tool** helps by isolating related rpm packages into separate layers. This means that changes to one configuration file won't require downloading large amounts of data. A new feature allows specific files to be assigned to particular layers, improving efficiency, especially for large embedded images. Setting up a test environment and using this tool can significantly speed up...
Chris Kyrouac
2025-11-03 07:01
🚀 Deploying large language models (LLMs) on Red Hat OpenShift AI enhances on-premise inference for the Ansible Lightspeed intelligent assistant. You can containerize, scale, and integrate LLM workloads. This ensures better data control and compliance with organizational policies. Key components include model storage, a serving runtime, and GPU infrastructure. Performance is evaluated using Time to First Token (TTFT) and Inter-Token Latency (ITL) to maintain a responsive user experience. 🔗...
Riya Sharma, Elijah DeLee
2025-11-03 00:00
🔍 Discover how to detect Apple iOS 26 Call Screening effectively! This article explores the use of Twilio's Answer Machine Detection (AMD) alongside real-time transcriptions. These tools enable developers to identify when a call is screened and ensure that voicemails can be left accurately. Stay updated on the latest tech advancements! 📱💬 #Twilio #iOS26 #CallScreening #TechNews #Developers
Rosina Garcia Bru, Robert McCulley
2025-11-03 00:00
🚀 Enhance your customer experience by integrating Twilio Flex with Microsoft Dynamics 365! Zing offers a blueprint for seamless real-time data synchronization and improved agent productivity. This integration can help streamline operations and deliver better service to customers. Discover the benefits today! #CustomerExperience #TwilioFlex #MicrosoftDynamics #ZingIntegration #AgentProductivity
Jordan Edmunds, Ricardo Bangueses
2025-11-03 00:00
Unlock the potential of your customer support with the Twilio and ZenDesk Voice integration! 📞✨ This guide outlines the steps to quickly activate and customize the integration, enhancing communication and efficiency. Discover how to streamline your customer interactions and improve support workflows easily. #Twilio #ZenDesk #CustomerSupport #VoiceIntegration #TechTips
Amanda Lange
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...
Jack Wallen
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...
Jack Wallen
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...
David Eastman
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...
Frederic Lardinois
2025-10-31 18:39
🛠️ Restorative conflict resolution is gaining popularity in schools and workplaces. It focuses on repairing relationships rather than imposing punishments after conflicts. 🗣️ This approach encourages open dialogue, allowing parties to understand each other’s perspectives and collaboratively find solutions. 🔍 It’s important to note that participation is voluntary, and accountability is emphasized through acknowledgment and responsibility for actions. #ConflictResolution #RestorativePractices...
Lauren Parker