2026-08-14 07:01
🚀 Discover ways to enhance your developer experience! The article discusses improvements made in Kubeflow Pipelines (KFP) and Open Data Hub (ODH). Key areas of focus include streamlining CI/CD processes, addressing flaky tests, and simplifying builds. Implementing reusable actions can significantly reduce maintenance efforts. Additionally, fixing root causes of test failures and ensuring secure defaults can enhance reliability. Explore these patterns to elevate your projects!...
Helber Belmiro
2026-08-13 16:38
Transforming your network into a sensor is key to overcoming operational fatigue. 🌐 Legacy tools and SNMP are not enough for today’s complex environments. The focus should shift from reactive monitoring to proactive data-driven actions. Cisco's innovations in model-driven telemetry, comprehensive visibility, and AI-driven assurance aim to enhance network performance and user experience. 📈💡 #NetworkMonitoring #Cisco #AI #TechInnovation #AgenticOps
Shai Silberman
2026-08-13 15:53
🔍 Considering the CCNP Security certification? Many professionals share the same hesitation after completing the CCNA. While it may seem daunting, experts like Mira Eilenstein and Brahim Mellal highlight that this certification enhances not only your skills but also your professional confidence. 📈 For networking engineers, transitioning to CCNP Security is essential for understanding and securing complex infrastructures. The certification also proves valuable in multi-vendor environments,...
Margaret Dilloway
2026-08-13 10:01
🚀 Exciting news! JetBrains and DeepLearning.AI have launched a free course on AI Coding Workflows: Hybrid to Local. This course explores hybrid and local AI models, emphasizing control, choice, and cost-effectiveness. Participants will learn to use PyCharm and tools like Claude Code and OpenCode to optimize their AI workflows. Key focuses include: - Utilizing smaller models efficiently - Introducing new agents and inference methods - Collecting metrics for better decision-making Enroll today...
Paul Everitt
2026-08-13 00:00
🚀 Building demos just got easier with the GitLab Duo Agent Platform! In a recent article, the author shares their experience transitioning from manual demo creation to using an agent for automation. This method not only saves time but allows non-developers to create effective click-through demos. Key insights include the evolution of demos, the steps to create them, and how the GitLab Duo Agent Platform facilitates this process. Interested in streamlining your workflow? Check out the tutorial...
Itzik Gan Baruch
2026-08-12 16:13
Unlock the potential of NVIDIA AI factories with full-stack observability! 🌐 This article outlines a framework to connect multiple infrastructure layers, enabling teams to detect and isolate issues effectively. It highlights a case study on identifying gray failures in distributed training jobs due to hardware degradation. Learn how to map components to telemetry tools, prioritize alerts, and streamline monitoring with a single triage dashboard. Understanding these processes is crucial for...
Jorge Cardoso
2026-08-12 15:53
🔍 Considering the CCNP Security certification? Many professionals share the same hesitation after completing the CCNA. While it may seem daunting, experts like Mira Eilenstein and Brahim Mellal highlight that this certification enhances not only your skills but also your professional confidence. 📈 For networking engineers, transitioning to CCNP Security is essential for understanding and securing complex infrastructures. The certification also proves valuable in multi-vendor environments,...
Margaret Dilloway
2026-08-12 14:50
Discover how to effectively use AI agents with IntelliJ IDEA through the Agent Client Protocol (ACP). ACP allows seamless integration of various agents like Codex, Claude Agent, and Junie, enabling smooth project navigation and code inspection. Teams can also register custom agents via acp.json. The protocol standardizes communication, making it easier to swap agents without disrupting the IDE experience. Start using available agents today to enhance your coding workflow! 🖥️🤖✨ #IntelliJIDEA...
Anton Arhipov
2026-08-12 07:58
🚀 Agent Skills are essential for AI-driven development in IntelliJ IDEA, enhancing AI agents with new capabilities. This article covers how to install and manage these skills using the Skills Manager and Skill Repository. It also emphasizes security and the importance of using verified skills. For those new to Agent Skills, a prior read on AI-Assisted Java Application Development is suggested. #IntelliJIDEA #AgentSkills #AIDevelopment #JetBrains #Programming
Siva Katamreddy
2026-08-12 07:15
🚀 New large language models (LLMs) are emerging rapidly, and the vLLM community is keeping pace with Day 0 support for many. To check if your model is compatible with vLLM, start by exploring the Red Hat validated models program. Models in this program have been tested by Red Hat engineers. You can find the catalog on the RedHatAI Hugging Face page. If your model isn't validated, check its architecture in the config.json file. Ensure it aligns with supported architectures on the vLLM models...
Trevor Royer
2026-08-12 03:01
🚀 Red Hat OpenShift enables automatic cryptographic identities for containers via the zero trust workload identity manager, but challenges remain for workloads in virtual machines (VMs). This tutorial outlines how to bridge this gap using VSOCK and a dedicated in-VM SPIRE agent. By implementing this solution, VM workloads can also obtain short-lived, rotating SPIFFE identities, enhancing security. To learn more about setting up this integration and the benefits of VSOCK, check out the full...
Raushan Kumar Singh
2026-08-11 03:01
Unlock secure automation with HashiCorp Vault and Red Hat Ansible Automation Platform! 🔑 This integration uses short-lived OpenID Connect (OIDC) credentials to enhance security and address the "secret zero problem." Learn how to enable the OIDC feature, configure both platforms, and retrieve sensitive data during automation execution. For detailed steps and best practices, check out the full article! 📖 #Ansible #HashiCorpVault #Automation #CyberSecurity #SecretsManagement
Andrew Block
2026-08-10 16:00
Unlock efficient network support with Cisco's beta Meraki and Catalyst Center MCP servers! 🌐 These servers help integrate read-only network data into AI tools, making it easier to diagnose issues quickly. When a user reports connectivity problems, AI can provide context, allowing helpdesk teams to address issues effectively. This advancement streamlines the process, reducing wait times and improving communication between teams. #Cisco #AI #NetworkSupport #ITsolutions #TechInnovation
Alex Kim
2026-08-07 14:56
🚀 Red Hat's IT AI Platforms team recently upgraded OpenShift AI from version 2.25.5 to 3.3.2, a complex task that they accomplished in just 8 weeks using an AI coding assistant. This approach, which typically would take 6 months with multiple engineers, reduced engineering effort by about 60%. The upgrade involved a new architecture and tools to ensure zero data loss and minimal user impact. Learn more about their innovative methodology! #OpenShiftAI #RedHat #AI #TechUpgrade #Innovation
Dasharath Masirkar
2026-08-07 08:23
🚀 Exciting updates from JetBrains Academy! Kotlin celebrates its 15th anniversary, and IntelliJ IDEA Conf has an impressive lineup worth your attention. 📚 New learning opportunities include Ardit Sulce’s Gen AI Engineer Bootcamp for building AI apps in PyCharm and a pandas course that offers hands-on coding experience. Join the celebration and enhance your skills! #JetBrains #Kotlin #AI #Learning #Coding
Sargis Avagyan
2026-08-05 12:30
🌟 July was a busy month for the tech world! The latest issue of Java Annotated Monthly highlights fresh releases, Kotlin updates, AI experiments, and useful tutorials. This month features Donald Raab, a Java Champion and author of the book "Eclipse Collections Categorically." He shares insights on Java programming and open source contributions. Don’t miss the blog post "The Official Java Documentary" by Stuart Marks and the archive of 77 Duke’s Corner Podcasts, showcasing valuable Java...
Irina Mariasova
2026-08-05 07:01
Deploying AI inference services on Red Hat AI using Amazon EKS involves key Kubernetes resources. The process begins with the setup of gateway and controller pods that handle inference requests. Two model deployments showcase basic and intelligent routing capabilities. The LLMInferenceService YAML configuration is crucial for defining the model, replicas, and GPU resources. Explore how KServe optimizes model serving for large language models with advanced routing features. #Kubernetes #AI...
Alexa Griffith
2026-08-04 15:55
Ever wondered why C# uses a semicolon to end statements? 🖥️ It traces back to its C/C++ roots, which in turn were influenced by Algol, where the semicolon served to separate statements. In natural language, the semicolon connects related clauses, much like how programming statements relate to one another. Check out the latest insights on .NET and software development in the August 2026 edition of dotInsights! 🔗 #CSharp #DotNet #SoftwareDevelopment #Programming #JetBrains
Matt Ellis
2026-08-04 15:00
🚗 NVIDIA introduces Alpamayo 2 Super, a powerful 34-billion-parameter model for autonomous vehicle (AV) development. This technology integrates trajectory generation, intent prediction, scene understanding, and data labeling into one system, streamlining the development process. Alpamayo 2 Super offers 360-degree perception with multiple outputs including future trajectories and reasoning auto-labels. Developers can utilize the same model across various tasks, enhancing efficiency. Check out...
Elizabeth Goodman
2026-08-04 08:00
🌐 Quantum computing is transforming how businesses approach AI and security. It addresses complex problems beyond the capabilities of classical computers, utilizing qubits for parallel processing. Urgent action is needed for cryptographic migration to enhance security. Learn with Cisco offers resources to build a quantum-ready workforce. #QuantumComputing #AI #CyberSecurity #TechTrends #WorkforceDevelopment
Enrico Albertin
2026-08-03 16:00
🚀 Running isolated tenant Kubernetes clusters on shared GPU infrastructure can enhance team autonomy without unnecessary hardware splits. This approach utilizes a single control plane with GPU sharing and per-team quotas. By using KAI Scheduler and vCluster, teams can operate independently while sharing resources effectively. The tutorial demonstrates how to set up three teams with their own GPU Kubernetes pods on one physical GPU, ensuring workload visibility is limited to each team. Learn...
Tanya Lenz
2026-08-03 14:07
🌟 Unlock the power of data with our course: Mastering Python Libraries: pandas! This course provides hands-on experience with pandas, focusing on essential skills like Series, DataFrames, and data cleaning. You'll work on real projects, including a TED Talks recommendation model and LLM cost analysis. Perfect for anyone interested in data science or analytics. A basic understanding of Python is required. Choose between a complete package on Coursera or a free coding version from our catalog....
Sargis Avagyan
2026-08-03 13:54
Deploy WordPress efficiently using Red Hat Hardened Images and image mode for RHEL. This approach minimizes vulnerabilities, allowing developers to focus on features rather than constant patching. Traditional LAMP stacks can lead to unnecessary complexity and security alerts. By utilizing Red Hat Hardened Images, you create a reproducible and maintainable WordPress environment. Learn more about building a secure WordPress stack today! 💻🔒 #WordPress #RedHat #DevOps #CyberSecurity #OpenSource
Louis Imershein
2026-08-03 07:01
Explore the benefits of multitenant AI inference using dynamic resource allocation (DRA) on OpenShift! 🚀 This approach combines DRA with NVIDIA's Multi-Instance GPU (MIG) technology, allowing multiple AI workloads to operate on a single GPU without performance interference. Learn how to run two Llama 3.1 8B inference services concurrently on one NVIDIA H100 GPU, optimizing resource use and reducing costs. 💡 #AI #OpenShift #GPU #CloudComputing #ResourceOptimization
Sai Ramesh Vanka
2026-07-31 00:00
AI code completion has evolved, integrating human review into the development process. However, agentic AI changes this model, allowing agents to perform actions without direct human oversight. This shift raises important questions about governance, including what actions agents can take and how to track them. Research shows that 73% of developers worry about code maintainability and 86% believe clear governance is essential to avoid technical debt. The article offers a governance framework...
Julie Griffin
2026-07-30 15:00
🌐 Cisco Nexus Hyperfabric simplifies the process of building a network fabric. By following a series of straightforward steps, IT teams can efficiently deploy scalable fabrics. The process includes logging into a cloud-managed portal, designing a fabric blueprint, generating a bill of materials, and on-site deployment. Nexus Hyperfabric automates configuration tasks, reducing complexity and enabling management with minimal expertise. For a detailed guide on fabric deployment, check out the...
David Keith
2026-07-30 15:00
Room & Board transformed their network management by embracing wireless technology and AI. Senior Network Engineer Mark Rodrigue shared how they shifted from cables to a self-managing system, reducing the need for constant oversight. With cloud management and AI tools, their network now handles itself, allowing the team to focus on business growth instead of micromanaging. Discover more in the full podcast! 🎧🌐 #NetworkManagement #WirelessTechnology #AI #CloudSolutions #TechInnovation
Patricia Costa
2026-07-30 07:01
Unlock GPU efficiency with Red Hat OpenShift AI! 🚀 The latest version introduces llm-d flow control, optimizing model serving for multiple users. This feature prioritizes requests, ensuring critical workloads get served first, thus maximizing GPU use and protecting service levels. Key benefits include reduced hardware costs and consistent performance under heavy loads. Flow control is ideal for multitenant applications and safeguarding essential services from noisy-neighbor issues. Explore...
Will Parker
2026-07-30 03:01
🚀 Understanding behavioral testing for AI agents is crucial for ensuring their functionality. Traditional unit tests may pass, but they don’t catch behavioral failures. An agent can function correctly yet make incorrect decisions, such as calling the wrong tools or leaking PII. Behavioral testing focuses on observable agent actions, ensuring correct tool selection and response content. It complements agent evaluation, which assesses the quality of responses. Key components include golden...
Andrew Donheiser
2026-07-29 16:46
🚀 Deploying an AI coding assistant in regulated environments presents key challenges, including network restrictions and supply-chain risks. This tutorial outlines how to self-host a validated coding assistant using NVIDIA infrastructure. You'll learn to set up a StarCoder2-7B NIM endpoint and implement NVIDIA NeMo Guardrails for policy enforcement. Key prerequisites include an NGC API key and a compatible NVIDIA GPU. The tutorial emphasizes a modular design, allowing teams to adopt...
Tanya Lenz
2026-07-29 16:18
Unlock the power of deep learning with PyTorch! 🌟 In a recent tutorial by Naa Ashiorkor, discover how this open-source framework enables developers to build and deploy AI models efficiently. PyTorch’s ease of use and strong community support make it a top choice in both research and industry. Learn to create your first PyTorch model using the MNIST dataset and explore core features like dynamic computation graphs. Join the growing community of data scientists leveraging PyTorch for innovative...
Evgenia Verbina
2026-07-29 11:28
🔐 APIs are common targets for cyber threats, making their security crucial. This article introduces OAuth 2.0 and JSON Web Tokens (JWT) as effective solutions for securing APIs without sacrificing usability. OAuth 2.0 manages delegated authorization, while JWTs act as secure tokens that verify identity and carry claims about users. The tutorial focuses on securing Spring Boot APIs, with a mention of an upcoming guide for Ktor users. #APISecurity #OAuth2 #JWT #SpringBoot #Cybersecurity
Alina Dolgikh
2026-07-28 15:34
Understanding the importance of materials in sustainability is crucial as digital infrastructure demand rises. 🌍 Materials impact both the environment and human rights. Responsible sourcing involves assessing working conditions, energy use, and emissions throughout the global supply chain. By focusing on materials, businesses can enhance resilience and adapt to regulatory trends around traceability. 🔄 #Sustainability #BusinessResilience #ResponsibleSourcing #HumanRights #DigitalInfrastructure
Maria Gorsuch-Kennedy
2026-07-28 07:01
🚀 Discover how to build a distributed retrieval-augmented generation (RAG) pipeline with Ray Data on OpenShift AI! This new approach tackles the limitations of traditional document processing by enabling parallel execution of parsing, embedding, and storage stages. 📄🔗 Learn how to optimize performance, reduce idle GPU time, and efficiently manage resources using Ray Data's streaming execution. Check out the full example and get started today! #RayData #OpenShiftAI #RAGPipeline...
Ana Biazetti, Bryan Keane, Saad Zaher
2026-07-28 07:01
🔍 Discover the advancements in fine-tuning large language models (LLMs) with Orthogonal Subspace Fine-Tuning (OSFT). Traditional methods like Supervised Fine-Tuning (SFT) and Low-Rank Adaptation (LoRA) often lead to "catastrophic forgetting," where models lose existing skills while learning new tasks. OSFT addresses this by protecting a model's current capabilities during training. In tests, OSFT significantly improved performance, achieving 48.4% accuracy on diverse tasks compared to 23%...
Oleg Silkin
2026-07-27 11:02
🚀 C and C++ migrations to Rust are gaining traction as teams seek improved memory safety and reduced maintenance costs. In a recent livestream, experts discussed the importance of incremental migration rather than complete rewrites. Starting with isolated modules can help integrate Rust into existing systems smoothly. For more insights, check out Mainmatter’s resources on migration strategies and Rust education. #Rust #CtoRust #SoftwareMigration #MemorySafety #TechTrends
Irina Mihajlovic
2026-07-27 07:38
Unlock the power of Reverse Engineering with Hibernate 7.4 and IntelliJ IDEA! 🔍 This approach generates Java persistence artifacts like entity classes from existing database schemas, making it ideal for legacy systems and large projects. With Hibernate 7.4, core tools are now integrated into the Hibernate repository for easier access via Maven and Gradle. IntelliJ IDEA also enhances this process, offering features to generate JPA entities and database migrations. Explore the capabilities of...
Siva Katamreddy
2026-07-27 07:01
🚀 Red Hat OpenShift is enhancing user experience with customizable dashboards designed for specific workflows. Out-of-the-box monitoring dashboards provide a baseline, but the new design allows users to tailor metrics to their needs. 🔍 Key challenges addressed include context switching between tools, data silos, and the need for role-specific views. The new drag-and-drop grid system empowers users to arrange metrics for better correlation. 📊 The Red Hat build of Perses offers diverse...
Foday Kargbo
2026-07-27 07:01
Integrating coding agents into workflows requires proper context for optimal results. The recent specifications AGENTS.md and Agent Skills aim to standardize this process. AGENTS.md acts as a project guide, detailing installation, tools, and documentation locations. It enhances coding agents' efficiency by providing a centralized context file. Best practices emphasize concise information—limit to under 150 lines to avoid performance issues. Review auto-generated contexts and use AGENTS.md as...
Dejan Bosanac
2026-07-27 03:00
Unlock the potential of Logical Volume Manager (LVM) with shared storage! LVM is essential for managing storage in Linux environments, especially when using Storage Area Networks (SAN). It allows for dynamic allocation of shared storage among multiple hosts, enhancing resource management. Key concepts include Physical Volumes (PV), Logical Volumes (LV), and Volume Groups (VG). Recent updates improve LVM's performance in SAN settings, ensuring data integrity through effective locking...
David Teigland