Articles by Category: Educational

Auth0 B2B Billing: Should You Pick a Monthly or Annual Plan?

2026-01-30 00:00
🚀 Choosing between monthly or annual Auth0 billing? Here’s a quick guide: For early-stage projects, monthly billing offers flexibility. It allows you to adapt to unpredictable traffic and test features without long-term commitment. Once you have consistent traffic, consider switching to annual billing. It provides cost savings and reduces administrative tasks, freeing you to focus on development. #SaaS #BillingStrategy #Auth0 #Development #TechTips
Source: Auth0 Blog
Carlos Aguilar

January’s Epic learning content: Nanite, MetaHuman, PCG, and more

2026-01-30 00:00
🌟 Dive into January's Epic learning content! This month features resources on MetaHuman motion capture and procedural content generation. Whether you're a beginner or looking to enhance your skills, there's something for everyone. Don't let the January blues hold you back—explore the latest tools and techniques today! #Learning #MetaHuman #GameDev #ProceduralContent #EpicGames

Building AI Search on Heroku

2026-01-29 17:50
🚀 Building an AI Search on Heroku can streamline your RAG systems. Many developers face challenges when vector searches return irrelevant documents. This article discusses a two-stage retrieval system that improves accuracy by reranking documents based on their relevance to the query. It highlights the architecture, including indexing and query pipelines, and Heroku services that facilitate embedding, reranking, and answer generation. Learn how to enhance your AI search capabilities!...
Source: Heroku Blog
Anush DSouza

Deploy an enterprise RAG chatbot with Red Hat OpenShift AI

2026-01-29 15:01
🚀 Deploying an enterprise RAG chatbot with Red Hat OpenShift AI can enhance productivity by efficiently managing unstructured information. RAG connects LLM responses to a company’s knowledge base, ensuring accurate answers. This guide outlines the RAG quickstart, focusing on safe deployment, automated data ingestion, and scalable architecture. It supports multi-tenancy for various departments, ensuring data privacy and compliance. Explore how to set up this system and improve your...
Saurabh Agarwal

Are you learning with AI? We want to know about it!

2026-01-29 15:00
📊 Are you using AI to learn coding? Stack Overflow wants your insights! They're conducting a survey to explore how AI tools influence the learning process for developers. Recent data shows an increase in AI usage for coding education, rising from 37% in 2024 to 44% in 2025. The survey aims to understand the impact of AI on learning quality and whether it serves as a replacement or a complement to traditional resources. Share your experiences and help shape the conversation! #LearningWithAI...
Erin Yepis, Ryan Donovan

Transform Kiali with OpenShift Lightspeed and Kubernetes MCP

2026-01-29 08:01
Transform your Kiali experience with OpenShift Lightspeed! 🌐 This article explores integrating the Kiali Model Context Protocol (Kubernetes MCP) server into Red Hat OpenShift Lightspeed. This setup equips the OpenShift Lightspeed AI with visibility into your service mesh, enhancing troubleshooting and configuration. Key steps include setting up your OpenShift cluster, deploying the MCP server, and configuring it to interact with OpenShift Lightspeed. Users can then query their mesh directly...
Alberto Gutierrez

Scaling Identity: Why You Need Auth0 Configuration Automation

2026-01-29 00:00
🚀 Transitioning to automation in identity management can streamline processes and reduce errors. This article highlights the advantages of using Auth0 configuration automation. It emphasizes consistency across environments, version control, and faster deployments. Automation enhances security and can scale with your organization’s growth. Explore how DevOps practices transform Auth0 management! 🔒💻 #Auth0 #DevOps #Automation #IdentityManagement #ConfigurationManagement
Source: Auth0 Blog
Daniel Krzyczkowski

My Journey to Airbnb: Peter Coles

2026-01-28 18:04
Meet Peter Coles, Airbnb's Head Economist for Policy and Director of Data Science. His journey spans from public school in Milwaukee to earning a PhD at Stanford, and teaching at Harvard. Peter's passion for marketplaces began early, and he's applied his academic insights to real-world data at Airbnb. He has led initiatives to understand short-term rentals and their impact on communities. 🌍📊 From collaborating with academic researchers to innovating within the tech space, Peter emphasizes the...
Lauren Mackevich

Boost your test coverage with CircleCI Chunk AI agent

2026-01-28 16:00
🚀 Enhance your test coverage with CircleCI's Chunk AI agent! This article outlines how to set up Chunk for automatic test coverage extension. It emphasizes the importance of maintaining quality in fast-paced AI development. Learn about reviewing results, using targeted prompts, and advanced configuration to improve your codebase. Explore how Chunk integrates into the AI development ecosystem and addresses common challenges in testing. #CircleCI #TestCoverage #AIDevelopment...
Roger Winter

Fix bugs faster with CircleCI’s Chunk AI agent

2026-01-28 16:00
🚀 CircleCI introduces Chunk, an AI agent designed to streamline bug fixing in your CI/CD pipeline. Setting up Chunk is straightforward. Users need a CircleCI account and can connect their GitHub repository for access. Once set up, Chunk analyzes your project’s build history and failure patterns to identify and fix bugs automatically. The article also covers how to leverage targeted prompts and advanced configurations for optimal results. This tool enhances the AI development ecosystem by...
Roger Winter

Improve your documentation with the Chunk AI agent

2026-01-28 16:00
Improve your documentation with Chunk, CircleCI's AI-powered agent! This article details how to set up Chunk, generate documentation, and review results. It emphasizes the need for accurate documentation, especially as AI-assisted coding evolves. Learn how Chunk analyzes your entire codebase for comprehensive documentation that keeps pace with your development. #Documentation #AIAssistance #DevOps #CircleCI 📄🤖✨
Roger Winter

Spring Data JDBC Made Easy with IntelliJ IDEA

2026-01-28 09:59
🚀 IntelliJ IDEA simplifies Spring Data JDBC development! This IDE offers support for bean navigation, method completion, and HTTP request generation for controllers. With the recent update, it now provides first-class support for Spring Data JDBC, similar to its JPA capabilities. You can easily generate entities from DB tables, create diff scripts for model changes, and compare DB versions. For setup, connect to your database through the Database tool window and register your DataSource...
Andrey Belyaev

So you need more than port 80: Exposing custom ports in Kubernetes

2026-01-28 07:01
🚀 In Kubernetes, developers often seek to expose custom ports beyond the usual HTTP/HTTPS. This includes ports for databases, SSH, and real-time applications. 🔧 The article explains how to create services supporting these nonstandard ports and expose them outside the cluster. Key service types like ClusterIP and LoadBalancer are highlighted for managing traffic effectively. 🌐 Learn about the role of MetalLB for on-premise setups and cloud deployments to facilitate external load balancing. For...
Simon Delord

A guide to AI code assistants with Red Hat OpenShift Dev Spaces

2026-01-28 03:01
🚀 AI code assistants are transforming development by aiding in writing, editing, and debugging code. These tools utilize large language models (LLMs) trained on extensive codebases to enhance productivity significantly. 🔍 Red Hat OpenShift Dev Spaces offers a robust cloud development environment that allows developers to work remotely with VS Code or Jetbrains IDEs. Key features include environment as code and quick onboarding, reducing common configuration issues. 🔒 When integrating AI...
Mokhtar Alarhabi

Career Connections: Part Two—career advice for roles outside games

2026-01-28 00:00
Discover valuable insights from the "Career Connections" video series! 🎥 This series focuses on pursuing roles in interactive 3D beyond the gaming industry. It covers diverse fields such as film, TV, live events, architecture, and automotive. Gain practical knowledge to enhance your career opportunities in these exciting sectors! #CareerAdvice #Interactive3D #JobOpportunities #FilmAndTV #Architecture

Experimenting with Gateway API using kind

2026-01-28 00:00
🚀 Setting up a local experimental environment with Gateway API on kind is now easier! This guide walks you through creating a Kubernetes cluster, deploying cloud-provider-kind, and configuring Gateway API resources for testing. Before starting, ensure you have Docker, kubectl, kind, and curl installed. 🔧 Key steps include: 1. Create a kind cluster. 2. Install cloud-provider-kind for LoadBalancer and Gateway API. 3. Deploy a demo application and test Gateway routing. Remember, this setup is...

Identity resolution: what it is and how it works

2026-01-28 00:00
Understanding identity resolution is key to effective marketing. 📊 This process connects customer interactions across various touchpoints—like apps, websites, and social media—into a single profile. This unified view helps teams serve customers better by providing a complete picture of their behaviors. The article also explores deterministic vs. probabilistic approaches and the importance of implementing identity resolution effectively. #MarketingStrategy #CustomerExperience #DataIntegration...
Geoffrey Keating, Jesse Sumrak

We Got Claude to Build CUDA Kernels and teach open models!

2026-01-28 00:00
🚀 Exciting advancements in AI! A recent blog post discusses how Claude is being utilized to teach open models to write CUDA kernels. It highlights two approaches: using state-of-the-art models for tough challenges or enhancing smaller models for more complex tasks. The focus is on a new tool called "upskill," which helps generate and assess agent skills. It can lower costs and allow smaller models to tackle difficult, domain-specific problems. #AI #MachineLearning #CUDA #OpenModels #Innovation

ATLAS: Practical scaling laws for multilingual models

2026-01-27 18:58
🚀 ATLAS introduces new scaling laws for multilingual language models, addressing the gap in research focused on non-English languages. Over 50% of AI users communicate in languages other than English, yet existing models predominantly emphasize English. ATLAS aims to change that by providing data-driven guidance for developing multilingual models. The study includes 774 training runs across 10M–8B parameter models and evaluates data from 400+ languages. It presents adaptive transfer scaling...

Optimize your CI/CD pipeline with CircleCI Chunk AI agent

2026-01-27 16:00
🚀 Optimize your CI/CD pipeline with CircleCI's Chunk AI agent! This tutorial guides you through: - Setting up Chunk - Asking Chunk for pipeline optimizations - Reviewing results - Advanced configurations Chunk analyzes your pipeline's history to provide targeted optimizations, helping reduce build times and costs. For a seamless start, ensure you have a CircleCI account and follow the setup steps. #CICD #CircleCI #AI #DevOps #Optimization
Roger Winter

Refactor your codebase with CircleCI Chunk AI agent

2026-01-27 16:00
🚀 Refactor your codebase efficiently with CircleCI's Chunk AI agent! This article explores how to set up Chunk to enhance your CI/CD pipeline. Learn to ask Chunk for code refactoring, review results, and use targeted prompts for optimal outcomes. Discover advanced configurations and Chunk's role in the AI development ecosystem. #CodeRefactoring #CircleCI #AIDevelopment #TechTools #ContinuousIntegration
Roger Winter

AGENTS.md outperforms skills in our agent evals

2026-01-27 13:00
AGENTS.md has proven to outperform skills in teaching coding agents about Next.js 16 APIs. In evaluations, AGENTS.md achieved a 100% pass rate with a compressed 8KB docs index, while skills only reached 79%. The study highlights the importance of providing direct context over relying on agents to invoke skills. For practical setup in your Next.js projects, use the command: `npx @next/codemod@canary agents-md`. 🔍📑💻 #NextJS #CodingAgents #AGENTSmd #WebDevelopment #TechInsights
Source: Vercel Blog
Jude Gao

How Sensay went from zero to product in six weeks

2026-01-27 13:00
🚀 Sensay achieved an MVP launch in just six weeks! The team utilized Vercel previews, feature flags, and instant rollbacks to streamline their process. They maintained a single codebase and adapted quickly to changes—all without a dedicated DevOps team. This approach highlights the power of agility in product development. #TechInnovation #MVP #AgileDevelopment #Vercel #Startups
Source: Vercel Blog
Eric Dodds

Alyah ⭐️: Toward Robust Evaluation of Emirati Dialect Capabilities in Arabic LLMs

2026-01-27 10:26
Introducing Alyah ⭐️, a new initiative focused on evaluating Emirati dialect capabilities in Arabic Language Models (LLMs). The project aims to enhance understanding and performance of these models in local dialects, ensuring they meet user needs effectively. Stay tuned for updates on this important development in language technology! 🌍🗣️ #Alyah #ArabicLLMs #EmiratiDialect #LanguageTechnology #AI

How to install Red Hat Developer Hub

2026-01-27 08:01
🚀 Ready to simplify your installation of Red Hat Developer Hub? The latest article guides you through a basic setup, making use of Helm charts or operators. It highlights the need for a namespace in Red Hat OpenShift and creating an OperatorGroup and subscription to get started. After installation, you can enhance guest user permissions for better experimentation. The article also touches on future integrations with GitHub and dynamic plug-ins. Explore more to streamline your enterprise...
Joshua Canter

Streamlining your Rovo Dev CLI workflow with event hooks

2026-01-27 00:53
🚀 Streamline your Rovo Dev CLI workflow with the new Event Hooks! These hooks automate repetitive tasks, allowing you to focus on what truly matters. 🔍 Event hooks let you add custom actions to specific moments in the agent's lifecycle, enhancing efficiency and reducing distractions. Common uses include sending notifications, running tests, or opening logs when needed. Learn more about how to implement these features and boost your productivity! #RovoDev #EventHooks #Productivity #Atlassian...
Jovana Dunisijevic

8 Best Software Documentation Tools for 2025

2026-01-27 00:09
In the article "8 Best Software Documentation Tools for 2025," the importance of effective software documentation is highlighted through the example of the Mars Climate Orbiter failure in 1999. 📉 Poor documentation led to a significant loss for NASA, illustrating the risks of overlooked details in software development. The piece discusses various types of documentation: developer, project, and marketing. Each plays a crucial role in ensuring clear communication and reducing errors in software...

How to set up GitLab SAML SSO with Google Workspace

2026-01-27 00:00
Streamline user access by integrating GitLab SAML SSO with Google Workspace! 🔒 This guide outlines how to configure SAML-based single sign-on, allowing users to log in to GitLab using their Google credentials. The setup includes automatic group synchronization, ensuring permissions reflect Google group memberships. Key benefits include centralized access control, enhanced security, and reduced administrative tasks. For complete instructions, refer to the detailed guide. #GitLab...
Source: GitLab Blog
Omid Khan

Clawdbot with Docker Model Runner, a Private Personal AI Assistant

2026-01-26 20:51
Transform your daily life with Clawdbot and Docker Model Runner! 🤖 Personal AI assistants are evolving, but privacy concerns are rising. Clawdbot, a self-hosted AI, works with messaging apps and keeps your data secure. 🔒 Docker Model Runner allows you to run models on your hardware, ensuring data sovereignty and cost control. No unexpected fees and no third-party training! 💰 Learn how to configure this powerful duo for a privacy-first personal assistant. #PersonalAI #DataPrivacy #Clawdbot...
Source: Docker Blog
Yiwen Xu

The Jenkins Migration Planning Kit

2026-01-26 18:25
🚀 Exploring the Jenkins Migration Planning Kit? This article highlights the challenges developers face with Jenkins, such as plugin compatibility and slow builds. It offers a comprehensive migration planning kit to assess your organization’s readiness for a more modern CI/CD solution. Key components include: - A readiness assessment to gauge your suitability for migration. - A comparison of Jenkins and TeamCity to plan the transition. - A detailed migration plan outlining five phases for...
Dmitrii Korovin

AI quickstart: Self-service agent for IT process automation

2026-01-26 14:06
🚀 Discover Red Hat's AI quickstarts! These ready-to-run solutions simplify AI deployment on open-source infrastructure. The self-service agent quickstart focuses on automating IT processes using agentic AI on Red Hat OpenShift AI. The series will cover integrations with tools like Slack and ServiceNow, ensuring a smooth transition to production. 🔗 Learn more about our framework and how it can be adapted for various IT workflows! #RedHatAI #ITAutomation #OpenSource #TechInnovation #AIQuickstart
Michael Dawson, Tommy Hughes, Linoy Bitan, Tomer Golan, Fabio Massimo Ercoli

How to Unlock Local Detail in Coarse Climate Projections with NVIDIA Earth-2

2026-01-26 14:00
Unlocking local climate details is crucial for accurate risk assessment. 🌍 NVIDIA Earth-2 offers tools to downscale coarse climate projections into high-resolution data. This process reveals local extremes like hurricanes, which are often overlooked. The platform uses the CorrDiff model to enhance climate data transformations efficiently. 📊 Learn how leading organizations are applying this technology for better climate insights. #ClimateScience #NVIDIA #RiskAssessment #AI #ClimateChange
Georg Ertl

Run Claude Code Locally with Docker Model Runner

2026-01-26 13:11
🚀 Explore how to run Claude Code locally using Docker Model Runner! This article details the setup process, allowing you to maintain control over your data and costs. Claude Code, Anthropic's coding tool, enhances your coding efficiency by managing tasks and explaining code through natural language. 🔧 The integration is straightforward, enabling seamless use of custom API endpoints. For installation, follow simple commands for macOS, Linux, or Windows PowerShell. #ClaudeCode...
Source: Docker Blog
Yiwen Xu

Agent skills explained: An FAQ

2026-01-26 13:00
📚 Discover the essentials of agent skills in our latest article! Learn what agent skills are, how to install them, and their practical applications. The article also provides best practices for effective implementation. Enhance your understanding and optimize your approach to using agent skills. #AgentSkills #Implementation #BestPractices #TechInsights #ProfessionalDevelopment
Source: Vercel Blog
Andrew Qu

Security Data API: How to retrieve CVE data with curl and jq

2026-01-26 08:16
🔍 The Red Hat Security Data API offers an effective way to access CVE data for Red Hat products. This guide explains how to use curl and jq to retrieve and format this data easily. 📊 Users can fetch and structure CVE information in both readable text and CSV formats, enhancing data analysis. The API supports various filters for date, severity, and specific CVEs, making it adaptable for diverse security tasks. 💻 For implementation, ensure curl and jq are installed on your system. The guide...
Suleiman Sadiq

Guide to multi-homed inventory management with Red Hat Ansible Automation Platform

2026-01-26 03:01
🚀 In enterprise IT, managing multi-homed servers can be challenging. The Red Hat Ansible Automation Platform (AAP) offers a solution by treating a fully-qualified domain name (FQDN) as the "identity" for streamlined inventory management. 📊 By structuring your inventory to reduce duplication, AAP allows for effective automation while maintaining a single host count. This approach simplifies network management and enhances reporting accuracy. 🔧 The article discusses using variables for...
Phil Griffiths

Build a Proxy to Connect a Call Between Two Twilio Accounts via SIP

2026-01-26 00:00
🔗 Learn how to connect two Twilio accounts through SIP calls by building a proxy! This article guides developers on setting up a proxy to facilitate seamless communication between Twilio accounts. It provides step-by-step instructions and insights into the process. For anyone looking to enhance their Twilio capabilities, this is a valuable resource! #Twilio #SIP #Developers #TechTutorials #VoiceCommunication
Dan Bartlett

Data lifecycle: 6 core stages, use cases & tips

2026-01-26 00:00
Understanding the data lifecycle is essential for any organization aiming to be data-driven. 📊 The lifecycle consists of 6 stages—from data collection to archiving. Each stage helps manage your data pipeline effectively, ensuring compliance and maximizing value. This guide offers insights on managing each stage, whether you're cleaning up your tech stack or developing a new data strategy. 🔍 Explore the journey of your data to harness its full potential! 🌐 #DataManagement #DataLifecycle...
Geoffrey Keating, Jesse Sumrak

Making the Most of Your Docker Hardened Images Enterprise Trial – Part 3

2026-01-25 17:51
Unlock the potential of Docker Hardened Images (DHI) with our latest insights! In this article, we explore customizing DHIs to meet specific application needs. While DHIs are secure, they lack essential tools like package managers. 🛠️ Two strategies highlight how to tailor these images: using the Docker Hub UI for creating "Golden Images" and the multi-stage build pattern for developers. The Hub UI automates maintenance, ensuring your images remain compliant with security updates. 🔒 Dive in...
Source: Docker Blog
Aditya Tripathi