Articles by Category: Educational

Build custom OS images for IBM Power systems (ppc64le) with bootc

2025-12-02 07:01
πŸš€ Developers and system admins can now streamline OS image creation for IBM Power systems using bootc! This guide explains how to build reproducible, container-native OS images efficiently. Bootc allows you to convert OCI container images into bootable OS images, enhancing speed and consistency. Key steps include setting up your ppc64le builder machine, installing necessary tools, and defining your custom image. For detailed instructions, check the full article! πŸ–₯οΈπŸ”§ #IBMCloud #PowerSystems...
Manish Kumar

Generate synthetic data for your AI models with SDG Hub

2025-12-02 07:01
Unlock the potential of your AI models with SDG Hub! πŸš€ This open-source framework transforms minimal quality data into extensive synthetic datasets. It utilizes modular blocks to create automated pipelines that generate, validate, and scale data while keeping sensitive information secure. πŸ”’ Developers can enhance model training efficiency with tailored synthetic data, making the process faster and more cost-effective. Explore the step-by-step guide to get started with SDG Hub and create high-...
Legare Kerrison, Frank La Vigne

CI/CD for Modern Deployment: From Manual Deploys to PR Environments

2025-12-02 00:00
πŸš€ CI/CD transforms code deployment by automating processes to reduce manual intervention. Continuous Integration (CI) merges code changes frequently and identifies issues early, while Continuous Delivery (CD) ensures seamless deployment to production. The guide highlights the benefits of PR environments, which provide isolated preview settings for testing without operational overhead. Learn more about the modern deployment practices that enhance reliability and efficiency! πŸ”§βœ¨ #CICD #DevOps...
Source: Railway Blog

How to Authenticate with Magic Links in Go

2025-12-02 00:00
Learn how to authenticate users with magic links in Go! πŸ“±βœ¨ This tutorial guides you through building an application that uses Twilio's Programmable Messaging API to send magic links via SMS for user authentication. Discover the step-by-step process and enhance your app's login experience! #GoLang #Twilio #WebDevelopment #MagicLinks #Authentication
Tolulope Babatunde

Build Efficient Financial Data Workflows with AI Model Distillation

2025-12-01 22:00
Unlock the potential of AI in finance with Model Distillation! πŸ’‘ Large language models are transforming quantitative finance for tasks like alpha generation and risk prediction. However, challenges in cost and integration persist. NVIDIA technology offers solutions for continuous model fine-tuning, creating smaller, efficient models that maintain high accuracy while reducing costs. This enables seamless integration into financial workflows. Discover how developers can utilize tested...
Dhruv Desai

Teaching a Billion People to Code: How JupyterLite Is Scaling the Impossible

2025-12-01 20:00
πŸš€ JupyterLite is transforming education by enabling half a million French high school students to learn math and programming directly in their browsers. This serverless platform, developed by QuantStack, eliminates the need for cloud deployments, making it scalable and efficient. Founder Sylvain Corlay highlights its potential for global accessibility, aiming for a billion users in the future. πŸŒπŸ’» #JupyterLite #EducationTech #CodingForAll #TechAccessibility #QuantStack
Michelle Gienow

Empowering Partners for Success: How Cisco’s Black Belt Academy is Raising the Bar

2025-12-01 18:00
Cisco's Black Belt Academy is enhancing partner success through the Cisco 360 Partner Program. Key updates include: πŸ“š Fresh content, with 70% of training materials updated in the last 18 months. πŸ–₯️ A redesigned learning interface for easier navigation. πŸ€– Innovative AI tools for instant translations and practice sales pitches. These changes aim to provide partners with valuable resources for consistent growth. #Cisco #PartnerSuccess #Training #AI #BusinessGrowth
Alejandro Rodriguez

From Events to Insights: Complex State Processing with Schema Evolution in transformWithState

2025-12-01 17:00
Explore the new transformWithState API, designed to tackle schema evolution in data engineering. This tool streamlines complex state processing, enhancing operational sessionization. Learn how it can address common challenges across various industries. For more insights, check out the article! πŸŒŸπŸ“Š #DataEngineering #SchemaEvolution #transformWithState #OperationalInsights

How to Scale Data Generation for Physical AI with the NVIDIA Cosmos Cookbook

2025-12-01 17:00
Unlock the potential of physical AI with the NVIDIA Cosmos Cookbook! πŸ“š This guide offers step-by-step recipes for generating scalable, high-fidelity synthetic data, addressing the challenges of collecting diverse real-world datasets. 🌍 Key features include video data augmentation techniques using various control modalities like depth, edge, and segmentation, enabling developers to create realistic variations while maintaining consistency. πŸ€– Perfect for robotics developers aiming to enhance...
Prachi Mishra

Get Started With NLP Using Hugging Face and Python

2025-12-01 16:00
Unlock the power of Natural Language Processing (NLP) with Hugging Face and Python! πŸ€– Hugging Face offers advanced pre-trained models for tasks like summarization, question answering, and sentiment analysis. It outperforms other libraries by utilizing models like GPT and BERT. Real-world applications include market analysis, customer service automation, and research acceleration. πŸ“ŠπŸ’¬ A tutorial provides a basic introduction for developers familiar with Python, guiding you through creating a...
Jessica Wachtel

Run Embedding Models and Unlock Semantic Search with Docker Model Runner

2025-12-01 13:13
Unlock the potential of semantic search with Docker Model Runner! πŸš€ Embedding models are crucial in AI, enabling systems to grasp meaning beyond just words. However, using hosted APIs can lead to privacy concerns and higher costs. With Docker Model Runner, you can run models locally, ensuring data control and efficiency. Learn how to implement these models for smarter searches and discover the theory behind embeddings. #AI #SemanticSearch #Docker #DataPrivacy #EmbeddingModels
Source: Docker Blog
Simeon Ratliff

How to set up Red Hat Lightspeed Model Context Protocol

2025-12-01 08:00
πŸ” Red Hat Lightspeed (formerly Red Hat Insights) enhances operational efficiency with proactive analytics. The new Model Context Protocol (MCP) allows AI to interact with services using natural language. This feature simplifies incident response by providing immediate answers to queries about alerts, such as CVEs. The article provides a step-by-step guide on setting up the insights-mcp service, including creating service accounts, assigning roles, and deploying the server. For more details,...
Samiksha Saxena

Lift and shift a .NET application to OpenShift

2025-12-01 07:15
πŸš€ Looking to migrate a .NET application? Consider the lift-and-shift approach on Red Hat OpenShift. This method allows you to move applications with minimal code changes, making it a practical first step towards modernization. The article details the process of containerizing an e-commerce app using a Containerfile and highlights key considerations for deployment. Key points include using the Red Hat .NET 9.0 SDK image and setting up security best practices for non-root users. For those...
Kevin Chung, Sam Foreman

Deploy Full-Stack TypeScript Apps: Architectures, Execution Models, and Deployment Choices

2025-12-01 00:00
πŸš€ Exploring full-stack TypeScript applications? This guide details the differences between full-stack frameworks and standalone services. It highlights serverless deployment options like Cloudflare Workers and Vercel, alongside the benefits of long-running servers with Railway. Key points include execution models, state management, and resource limits for each approach. This information is useful for engineers selecting the right architecture for their projects. #TypeScript #WebDevelopment...
Source: Railway Blog

How we deploy the largest GitLab instance 12 times daily

2025-12-01 00:00
GitLab deploys code changes to GitLab.com up to 12 times daily without downtime, impacting millions of developers. Using GitLab's CI/CD platform, we streamline feature delivery and security patches, ensuring customers have access to the latest updates quickly. πŸš€ Discover how our automated deployment pipeline efficiently manages this complexity, demonstrating proven practices that support the reliability of our platform. #GitLab #DevOps #CICD #SoftwareDeployment #TechInnovation
Source: GitLab Blog
John Skarbek

Transformers v5: Simple model definitions powering the AI ecosystem

2025-12-01 00:00
πŸš€ Exciting news in the AI world! The release of Transformers v5.0.0rc-0 marks a significant milestone, evolving from just 40 model architectures to over 400. In just five years, daily installations have soared from 20,000 to over 3 million! πŸ“ˆ The community has also contributed more than 750,000 model checkpoints, enhancing collaboration within the ecosystem. Key focuses for v5 include simplicity, training, inference, and production efficiency. The library continues to adapt, ensuring its...

Is Using Command Line AI an Option for Helping You Code?

2025-11-30 19:00
Exploring the potential of command line AI for programming can be intriguing. πŸ€– The article discusses using Ollama AI on Pop!_OS Linux to create a Python program. The installation process is straightforward for all operating systems. Once set up, the author tested the AI by generating code for user input and successfully created a functioning GUI app. πŸ“Š This demonstrates the capability of command line AI in coding tasks. #AI #Coding #Ollama #Programming #TechInsights
Jack Wallen

Shipping Syslog Data to Elasticsearch With Fluent Bit

2025-11-28 15:00
πŸš€ Discover how to streamline your logging process with Fluent Bit! This article outlines how to set up Fluent Bit as a centralized Syslog server. It collects logs over UDP and forwards them to Elasticsearch for efficient analysis. πŸ“Š Key prerequisites include Docker, Elasticsearch, and a basic understanding of Fluent Bit concepts. The guide provides a detailed demo using Docker Compose to simulate a logging environment. For more details, check the full article! #FluentBit #Syslog...
Sharad Regoti

Solving Advent of Code in Rust, With Just Enough AI

2025-11-28 14:23
πŸš€ Excited about solving Advent of Code puzzles using Rust? A recent blog post revisits the importance of limiting AI use during problem-solving. The creator of Advent of Code, Eric Wastl, suggests that relying on AI may hinder personal growth in coding skills. However, the article argues for using AI as a tool to enhance learning, not as a replacement for solving puzzles. Join the Advent of Code 2025 contest and ensure your GitHub profile is updated for prize eligibility! 🎁 #AdventOfCode...
Vitaly Bragilevsky

Migrating VMs to Containers: What To Know Before You Start

2025-11-28 14:00
🌐 Cloud-native enterprises are increasingly migrating virtual machines (VMs) to containers for various benefits, including cost savings and improved IT efficiency. πŸ“– In the new eBook by Janakiram MSV, "Running Virtual Machines on Kubernetes," readers gain insights on leveraging Kubernetes for all workloads, including legacy applications. πŸ” Key topics include the advantages of Kubernetes, KubeVirt integration, migration strategies, and operational practices for ongoing success. πŸ“₯ Download the...
Vicki Walker

Run Ruby applications in FIPS mode on Red Hat Enterprise Linux

2025-11-28 07:15
πŸ”’ Interested in running Ruby applications in FIPS mode on Red Hat Enterprise Linux? This article provides clear guidance on how to achieve this. It explains the necessary versions of RHEL and Ruby, with a focus on Ruby OpenSSL support. Learn how to confirm your FIPS environment and handle cryptographic algorithms properly. For more details, check out the full article! #Ruby #FIPS #RedHat #Cybersecurity #OpenSSL
Jun Aruga

Improving code quality - Session 55: The Law of Demeter

2025-11-28 02:00
πŸ“’ In the latest article from our "Improving Code Quality" series, Munetoshi Ishikawa discusses the Law of Demeter. This programming principle emphasizes that you should only interact with members you directly know, avoiding "members of members." For example, accessing properties or methods should be limited to your own class, function arguments, or top-level values. Learn more about how this principle can enhance your coding practices! πŸ’»πŸ“ˆ #CodeQuality #Programming #LawOfDemeter...

Auth0 MAU Explained: How to Calculate and Optimize Your Costs

2025-11-28 00:00
Understanding Auth0’s Monthly Active Users (MAU) is key for optimizing costs. An MAU is defined as a user who logs in or refreshes a token within a month. It's important to note that MAUs are calculated per tenant, meaning a user across multiple tenants counts as multiple MAUs. To manage your MAU count effectively, consider these tips: 1️⃣ Optimize automated testing strategies 2️⃣ Implement Single Sign-On (SSO) 3️⃣ Use account linking Maximize the value of your current plan! πŸ’»πŸ” #Auth0...
Source: Auth0 Blog
Carlos Aguilar

Use NetApp to run SAP on OpenShift Virtualization with a dual boot on bare metal

2025-11-27 07:01
πŸš€ In complex enterprise environments, migrating virtual workloads to physical hardware can be challenging. This article highlights how Red Hat OpenShift Virtualization, NetApp Trident, and FlexClone tech can streamline this process. πŸ”§ It explains configuring OpenShift, installing NetApp Trident, and creating bootable LUNs for physical servers. This enables rapid migration and testing for applications like SAP HANA, ensuring consistent performance across platforms. For detailed steps on...
Nils Koenig, Prerna Mohta

How to enable NVIDIA GPU acceleration in OpenShift Local

2025-11-27 07:00
Unlock the power of NVIDIA GPU acceleration in OpenShift Local! πŸ–₯️✨ This article details the steps to share an NVIDIA GPU with OpenShift Local for AI and ML workloads, enhancing your local development experience. Key topics include GPU passthrough configuration, BIOS adjustments, and validating your setup. Explore how to optimize your environment to run intensive applications without needing a dedicated server. #OpenShift #NVIDIA #GPU #AI #MachineLearning
Alexander Barbosa Ayala , Francisco De Melo Junior

Deploy Agentic AI Workflows With Kubernetes and Terraform

2025-11-26 17:00
πŸš€ AI agents are advancing into multiagent systems with reasoning and memory capabilities. However, deployment remains a challenge for many teams. Kubernetes and Terraform offer solutions for reliable, scalable, and automated deployment of AI workflows. Together, they enable the creation of cloud-native AI systems. The article outlines a process to build and deploy a Python-based AI agent using LangChain, Docker, and Kubernetes. This includes setting up an agentic workflow, containerizing the...
Oladimeji Sowole

Master Spring Data AOT in IntelliJ IDEA

2025-11-26 14:50
πŸš€ Spring Data now supports Ahead-of-Time (AOT) processing, enhancing repository infrastructure. This update allows method queries to be pre-generated during the build process, reducing runtime delays. πŸ” With IntelliJ IDEA 2025.3, developers can easily inspect and debug AOT-generated classes, improving the overall development experience. πŸ“š For detailed guidance, refer to the official documentation for Gradle and Maven setup. #SpringData #IntelliJ #AOT #SoftwareDevelopment #ProgrammingTips
Andrey Belyaev

How Marketing Leaders Get More Done: Tips from Loom Γ— ServiceRocket

2025-11-25 23:41
πŸš€ Marketing leaders face new challenges in a hybrid world. In a recent webinar, Loom and ServiceRocket discussed strategies for effective collaboration. Asynchronous communication tools, like Loom, help teams cut down on meetings and enhance feedback speed. This shift allows for faster decision-making across global teams. 🌍 Sarah E. Brown of ServiceRocket shared how video updates foster trust and connection, making remote interactions more personal. Discover how adopting systems like Jira can...
kriojas

Making Robot Perception More Efficient on NVIDIA Jetson Thor

2025-11-25 18:00
Building autonomous robots requires efficient visual perception for tasks like obstacle recognition and navigation. πŸš€ NVIDIA Jetson platforms, such as Jetson AGX Orin and Thor, combine powerful GPUs with dedicated hardware accelerators to enhance performance while managing power consumption. πŸ”‹ The NVIDIA Vision Programming Interface (VPI) helps developers unlock the full potential of these accelerators, enabling low-latency applications. A development example includes creating a multi-stream...
Chintan Intwala

Open-source IntelliJ IDEA: A Simpler Way to Build and Contribute to the Community

2025-11-25 12:07
πŸš€ Exciting updates for the IntelliJ IDEA community! The source code of IntelliJ IDEA has been open for over 15 years, making it a valuable resource for developers. Now, the process of exploring and contributing has been simplified. πŸ”§ With new CI/CD pipelines using GitHub Actions, you can build your own version effortlessly. Plus, open-source builds are now available directly on GitHub, eliminating the need for complex setups. Join the community, contribute, and collaborate to enhance your...
Dmitriy Smirnov

Introducing Models-as-a-Service in OpenShift AI

2025-11-25 07:00
πŸš€ Exciting news for AI enthusiasts! Red Hat has introduced Models-as-a-Service (MaaS) in OpenShift, currently in developer preview. MaaS allows organizations to deploy and manage AI models as shared resources, enhancing accessibility and scalability. This new feature offers standardized API endpoints for efficient model sharing. πŸ”§ Setup is straightforward with a single deployment script. Users can also test sample models and experience rate limiting to ensure quality of service. For detailed...
Dmytro Zaharnytskyi

Build a Smart QA ChatOps Assistant with Playwright, Twilio WhatsApp, LLMs, and MCP

2025-11-25 00:00
Unlock the potential of ChatOps with a Smart QA Assistant! πŸ€–βœ¨ This article guides developers on integrating Playwright, Twilio WhatsApp, LLMs, and MCP to enhance quality assurance processes. Learn how these tools work together to streamline communication and automate testing. Explore innovative solutions for efficient development! #ChatOps #QualityAssurance #Twilio #Playwright #Automation
Jacob Snipes

From Social Work to Social Impact: Growing at 1Password

2025-11-25 00:00
πŸš€ Transitioning from social work to a role at 1Password has been a transformative journey. After seven years in community mental healthcare, the author sought to apply their skills in a new environment. They took a position in People Operations at a cybersecurity startup, where they learned to adapt quickly. Now at 1Password, they focus on corporate social responsibility, enhancing community impact through educational programs and corporate giving. This shift allows for continued advocacy for...
info@1password.com (Kate Gasparrini)

Kubernetes Configuration Good Practices

2025-11-25 00:00
Kubernetes configuration is crucial for successful deployments. Key practices include using the latest stable API version and storing configurations in version control systems like Git for easy rollback. YAML is preferred over JSON for readability, and keeping manifests minimal helps with debugging. Group related objects together and use annotations for clarity. Avoid creating Pods directly; instead, utilize Deployments and Jobs for better management. Learn more about these best practices for...

Ship faster with focused Subagents in Rovo Dev CLI

2025-11-24 23:21
Unlock faster shipping with focused Subagents in Rovo Dev CLI! πŸš€ Subagents transform a complex prompt into specialized helpers that can be tested and reused independently. This leads to quicker, safer deployments. Key benefits include reproducible automation, contract-first outputs, and least-privilege execution, enhancing security and efficiency. Explore how structured reviews and test generation can improve your workflow. #RovoDev #Subagents #DevOps #Automation #SoftwareDevelopment
Jovana Dunisijevic

Model Quantization: Concepts, Methods, and Why It Matters

2025-11-24 19:23
Understanding Model Quantization is essential for optimizing AI performance. This technique allows complex models to run efficiently on limited hardware by reducing the precision of model parameters. Tools like NVIDIA TensorRT and Model Optimizer help simplify this process while preserving accuracy. Explore how quantization can enhance memory usage, inference speed, and energy consumption in AI applications. #ModelQuantization #AI #NVIDIA #DeepLearning #TechTalks
Ruixiang Wang

The Ultimate KMP Watchlist: Level Up Your Skills in 10 Talks

2025-11-24 16:44
Unlock your potential with the Top 10 KotlinConf talks! πŸš€ Week 3 of KMP Level Up features key insights from industry leaders. Learn from real-world case studies, including how Duolingo boosts productivity and McDonald's innovates navigation with KMP. Gain practical skills and inspiration for your projects. πŸ› οΈ Explore the latest in Kotlin Multiplatform and elevate your development journey! #KotlinConf #KMP #SoftwareDevelopment #TechTalks #Learning
Ekaterina Petrova

How To Perform Basic NLP in JavaScript With the Natural Library

2025-11-24 15:09
Unlock the power of Natural Language Processing (NLP) with the Natural library in JavaScript! 🌟 Natural is a lightweight tool designed for basic NLP tasks like tokenizing text, identifying word roots, and sorting content. It's ideal for applications such as chatbots and search helpers. πŸ—£οΈβœ¨ Learn how to get started with Natural and make your projects easier and faster to build. A basic understanding of JavaScript and Node.js is needed to dive in. Explore the fundamentals and see how simple NLP...
Jessica Wachtel

Scaling Kotlin Adoption Across Your Organization

2025-11-24 11:42
πŸ“ˆ Scaling Kotlin adoption in your organization involves strategic planning. In the latest post by Urs Peter, key strategies are outlined for managing Java and Kotlin cohabitation. 1️⃣ End-of-life applications: No migration needed. 2️⃣ New systems: Start with Kotlin. 3️⃣ Active applications: Migrate alongside new features for added value. Learn how to navigate these challenges effectively. #Kotlin #SoftwareDevelopment #TechStrategy #Java #CodeMigration
Alyona Chernyaeva

How I used Red Hat Lightspeed image builder to create CIS (and more) compliant images

2025-11-24 07:00
Creating compliant images just got easier with Red Hat Lightspeed! πŸš€ As a Technical Marketing Manager, I discovered that building RHEL systems for regulatory compliance was time-consuming. After switching to Red Hat Lightspeed image builder, I streamlined the process significantly. Now, I can create CIS-compliant images quickly through an intuitive wizard. This tool simplifies compliance with various regulatory policies and frameworks, cutting down hours of work to just minutes. ⏱️ Interested...
John Spinks