Articles by Category: Educational

Build a Domain-Specific Embedding Model in Under a Day

2026-03-20 19:38
Unlock the potential of your RAG system! 🔍 General-purpose embedding models often miss the specific nuances of your domain, like contracts or proprietary data. Fine-tuning can enhance performance significantly. With just one GPU and under a day, transform a general model into a domain-specific one—no manual labeling needed! #MachineLearning #AI #DataScience #EmbeddingModels #RAG

Data Science Use Cases: 15 Real-World Applications Transforming Enterprise Operations

2026-03-20 10:33
Explore how data science is reshaping enterprise operations across various sectors. This article highlights 15 real-world applications in manufacturing, healthcare, retail, and finance. It includes case studies and code examples demonstrating successful outcomes in these industries. Learn how data-driven strategies are transforming business practices. 📊🔍💼 #DataScience #Enterprise #Innovation #BusinessTransformation #Analytics

Building a Greeting Card Generator with the Lovable Twilio Connector

2026-03-20 00:00
🎉 Exciting news for developers! Lovable has released a new Twilio Integration. This feature allows you to easily create communication flows in your Lovable app. You can now send personalized greeting cards to your loved ones, enhancing your app's functionality and user experience. Explore the possibilities of this integration today! 💌 #Twilio #Lovable #GreetingCards #Developers #TechIntegration
Chiara Massironi

Backend Development in 2026: What’s Changed, What Matters, and What to Learn Next

2026-03-19 18:37
Backend development, or server-side development, is essential for building applications that run on developer-controlled computers. It focuses on data management and business logic, contrasting with frontend development, which centers on user experience. In 2026, backend developers have the freedom to choose their programming languages, while frontend developers are limited to those supported by browsers. A key focus area now includes the integration of AI agents with backend services,...
TNS Staff

$ teamcity From the Command Line

2026-03-19 09:42
🚀 TeamCity CLI is here! This lightweight, open-source tool allows users to start builds, manage agents, and tail logs directly from the command line. No more switching windows for common tasks! With over 60 commands available, it simplifies debugging and deployment. Installation is quick and easy for macOS, Linux, and Windows. For more details on how to get started, check out the source code: https://github.com/JetBrains/teamcity-cli #TeamCity #DevOps #CommandLine #Automation...
Viktor Tiulpin

Hybrid loan-decisioning with OpenShift AI and Vertex AI

2026-03-19 07:01
Explore how modern financial applications make loan decisions using hybrid machine learning systems! 🤖💼 The architecture features a loan approval classifier on Google Cloud with Vertex AI, while an ONNX regression model for interest rate prediction runs on Red Hat OpenShift AI on-premise. This setup ensures sensitive data remains secure and compliant. 🔒 Key components include a lightweight React frontend and a Llama-based chatbot for enhanced user interaction, all orchestrated seamlessly....
Harshil Sabhnani

Rebalance hub workloads with managed cluster migration

2026-03-19 07:01
🌐 As Kubernetes deployments grow, managing workloads efficiently becomes crucial. Red Hat Advanced Cluster Management introduces a multicluster global hub for dynamic redistribution of managed clusters. This system allows for workload balancing, easing the strain on individual hubs and reducing latency. To implement this, ensure the global hub is set up and source clusters are imported correctly. This approach supports various scenarios, including capacity redistribution and geographic...
Dang Peng Liu

How to operate OpenShift in air-gapped environments

2026-03-19 07:01
Operating Red Hat OpenShift in air-gapped environments enhances security by eliminating direct internet access. Organizations must manage all software and updates through controlled processes to meet strict compliance and sovereignty requirements. 🔒🌐 Key challenges include initial setup and ongoing maintenance. It’s crucial to establish a defined operational cadence for mirroring platform updates, managing operator catalogs, and ensuring security fixes. 📅🔄 Implementing a mirror factory can...
Phillip Knezevich

Common FAPI Misconceptions

2026-03-19 00:00
🔍 Let's clarify some common misconceptions about FAPI, the OAuth 2.0 secure profile. First, FAPI is not a new protocol but a security profile based on OAuth 2.1. It provides a structured approach to using OAuth 2.0 and OIDC, ensuring safer implementations. Second, while it began in the financial sector, FAPI is now relevant across various industries, including e-health and government services, safeguarding sensitive information. Lastly, FAPI 2.0 is a complete redesign, aimed at simplifying...
Source: Auth0 Blog
Andrea Chiarelli

Deploy Elastic in air-gapped and disconnected environments

2026-03-19 00:00
Deploying Elastic in air-gapped and disconnected environments is now easier than ever. 🌐 Elastic supports fully offline operations for search, security, and observability. It can be self-managed or run on Elastic Cloud Enterprise and Kubernetes. This is crucial for sectors like government, finance, and healthcare that prioritize security. 🔒 With Elastic, all communications are secured using TLS, and internal Certificate Authorities can be easily configured. #DataSecurity #Elastic #AirGapped...
Source: Elastic Blog
Chaison Griffin

How to optimize one page for thousands of unique visitor journeys

2026-03-19 00:00
Unlock the potential of your website by personalizing visitor experiences! 🌐 Most sites offer a one-size-fits-all approach, but with Webflow Optimize, you can create tailored journeys for each user. This strategy is especially effective for paid traffic and Account-Based Marketing (ABM). Discover how to engage thousands of unique visitors effectively. 🚀 #WebflowOptimize #DigitalMarketing #Personalization #ABM #VisitorEngagement
Source: Webflow Blog

Where does visual development fit in a production stack?

2026-03-19 00:00
Visual development plays a crucial role in the production stack, especially after AI and prompting have initiated the process. The article discusses the importance of ownership and refinement in visual development. It emphasizes that these elements are essential for successful project completion. Understanding where visual development fits can enhance overall production efficiency. 📊🎨 #VisualDevelopment #AI #Production #CreativeProcess #Design
Source: Webflow Blog

What are test hooks in AI-native development?

2026-03-18 16:25
🔍 **Understanding Test Hooks in AI Development** Test hooks connect test commands to events in your AI agent’s workflow, enabling automatic execution. This ensures that tests run consistently, blocking actions if they fail, which helps maintain code quality before reaching CI. AI coding agents can work quickly, making manual test runs disruptive. Test hooks provide a reliable way to run tests during development, reducing the chances of failures slipping through. The article discusses how test...
Jacob Schmitt

How to Build Deep Agents for Enterprise Search with NVIDIA AI-Q and LangChain

2026-03-18 16:00
Unlock the potential of workplace AI with the NVIDIA AI-Q blueprint and LangChain! 🌐 This open-source template helps developers build scalable enterprise agents, addressing issues of disjointed data and limited context. The tutorial shows how to create deep research agents that integrate seamlessly with enterprise systems. Key features include: - Utilizing the NVIDIA NeMo Agent Toolkit for optimization - Monitoring with LangSmith - Ensuring data privacy and security Access the tools needed...
Sean Lopp

How to move from Apache Airflow® to Databricks Lakeflow Jobs

2026-03-18 14:20
🚀 Transitioning from Apache Airflow® to Databricks Lakeflow Jobs? This article provides a comprehensive migration map that outlines the process. It emphasizes a strategic, incremental approach rather than a complete overhaul. You'll find a clear overview of Lakeflow Jobs and detailed migration steps. Explore side-by-side code examples to ease your transition! #DataEngineering #Lakeflow #ApacheAirflow #MigrationGuide #DataManagement

Connecting across continents with women of Cisco Networking Academy

2026-03-18 14:00
This Women's History Month, we celebrate women from Cisco Networking Academy who are shaping the tech industry. 🌍 Their stories illustrate how the right skills can open doors, from Canada to Iraq. Pamela Soto transitioned from a factory job to an engineering role at Cisco through her certifications. These journeys highlight the importance of resilience and connection in building an inclusive tech future. 💪✨ #WomenInTech #CiscoNetworkingAcademy #Empowerment #Inclusion #SkillsForSuccess
Lynn Bloomer

10 questions to ask before starting your first 3D project

2026-03-18 00:00
🌟 Ready to embark on your first 3D project? Here are 10 essential questions to guide your planning: 1️⃣ What is your project's purpose? 2️⃣ How will you measure success? 3️⃣ Who is your target audience? 4️⃣ What level of interactivity do you need? 5️⃣ What assets do you already have? 6️⃣ What are your team's technical skills? 7️⃣ What is your timeline and budget? 8️⃣ What tools will you use? 9️⃣ How will you gather feedback? 🔟 How will you share your project? Proper planning is key to...
Source: Unity Blog

Developer’s Guide to AI Agent Protocols

2026-03-18 00:00
Explore the latest in AI agent development with a focus on six key protocols, including MCP and A2A. These protocols aim to standardize data access and communication, reducing the need for custom integration code. 🛠️ Using a "kitchen manager" agent example, the article illustrates how these tools streamline tasks like inventory checks and secure transactions. 📊 Developers can also leverage the Agent Development Kit (ADK) for interactive dashboards. #AIAgents #TechInnovation #DeveloperTools...

From components to systems that scale

2026-03-18 00:00
Unlock faster launches and maintain brand consistency with purpose-driven components and structural variants. The Component Canvas offers a dedicated authoring space that helps teams scale efficiently while retaining control over their projects. Explore how these strategies can enhance your workflow! 🚀💻📈 #TeamEfficiency #BrandConsistency #ComponentCanvas
Source: Webflow Blog

Orchestrate AI-Driven Solutions with the Cisco AI Technical Practitioner (AITECH) Certification

2026-03-17 18:47
🚀 Cisco introduces the AI Technical Practitioner (AITECH) Certification, designed for technical professionals to facilitate responsible AI adoption. The AITECH Learning Path emphasizes practical application through scenario-based learning, equipping participants with hands-on experience. Explore how AI can address challenges with key questions outlined by industry experts. #Cisco #AITECH #AI #Certification #TechTraining
Joe Rinehart

From vendors to vanguard: Airbnb’s hard-won lessons in observability ownership

2026-03-17 17:01
Airbnb's journey to build an in-house observability platform illustrates key lessons in migration and ownership. Starting with vendor solutions, they faced rising costs and limited insights. To enhance reliability, they migrated to a custom system based on Prometheus, taking control over metrics collection and querying. The migration involved 1,000 services and taught them valuable strategies for managing complexity, focusing on user experience, and improving documentation. These insights can...
Callum Jones

Java 26 in IntelliJ IDEA

2026-03-17 14:17
🚀 Java 26 has officially launched on March 17, 2026, following the six-month release cycle. This version introduces ten JEPs, with five being final. Notably, while there are no new stable language features, users can expect performance enhancements and new library additions. IntelliJ IDEA fully supports Java 26, allowing users to easily download the JDK and set it up for their projects. For those interested in early access, Project Valhalla is also available. #Java26 #IntelliJIDEA...
Marit van Dijk

Uncovering Data Science: Skills, Careers and Education

2026-03-17 13:00
Data science is an interdisciplinary field that merges mathematics, statistics, and computer science. It focuses on extracting insights from data to help make informed decisions. 📊 Key skills for a data scientist include programming, data analysis, and machine learning. Education paths vary, often involving degrees in related fields or specialized training programs. 🎓 Career opportunities in data science are expanding, with roles available in various industries. 📈 #DataScience #CareerGrowth...

AI vs. Machine Learning: Understanding the Differences and Real-World Applications

2026-03-17 12:14
Artificial Intelligence (AI) and Machine Learning (ML) are frequently confused, but they have distinct differences. AI refers to computer systems designed to perform tasks that typically require human intelligence. In contrast, ML is a subset of AI focused on enabling machines to learn from data and improve over time. Real-world applications of both technologies are expanding, impacting various fields such as healthcare, finance, and transportation. 🔍🤖📈 #ArtificialIntelligence...

Your database is about to become an AI tool. Is it ready?

2026-03-17 12:00
🔍 Is your database ready for AI integration? For 25 years, databases have been protected by various layers. Now, with the rise of AI agents, there’s a shift in how we approach database access. The Model Context Protocol (MCP) allows AI to connect to databases, but this poses security risks. The article discusses the need for DBAs to understand MCP and its implications for database security. It highlights that SQL can be very powerful in the wrong hands. Key advancements in MCP have improved...
Dan Baskette

Making AI Write Android Code Our Way: A Practical Guide to Agent Skills

2026-03-17 08:25
🚀 A recent article discusses how a small Android team at Medium transformed their coding process by utilizing AI agents. They created AGENTS.md to document their architecture, patterns, and conventions, guiding AI to generate code that aligns with their specific structure. Additionally, they developed 13 skills to streamline workflows, making tasks like creating new screens faster and more consistent. Skills act as step-by-step playbooks for the AI, improving code quality and efficiency. This...
Pierrick CAEN

The challenge of interactive writing: Designing a nonlinear RPG like Esoteric Ebb

2026-03-17 00:00
🎮 Discover the journey behind the creation of "Esoteric Ebb," a nonlinear RPG that's captivating players on Steam! Christoffer Bodegård shares insights into the complexities of interactive writing and the challenges of maintaining a branching narrative over eight years. Key elements include a high choice-to-text ratio and dynamic content, ensuring player engagement through meaningful decisions. 🗣️✨ The tool of choice? Ink script, which allows for efficient dialog management. Learn more about...
Source: Unity Blog

Configure NVIDIA Blackwell GPUs for Red Hat AI workloads

2026-03-16 20:30
📢 Exciting news for Red Hat AI users! The NVIDIA RTX PRO 4500 Blackwell Server Edition offers enhanced GPU acceleration for enterprise data centers. This server edition boosts performance for various Red Hat AI applications, making it easier to build and deploy AI workloads efficiently. To configure, install the NVIDIA GPU Operator in Red Hat OpenShift, ensuring optimal settings for driver and kernel modules. Discover the benefits of compact, power-efficient AI deployments with Blackwell!...
Erwan Gallen, Tarun Kumar, Antonin Stefanutti, Selbi Nuryyeva, Michey Mehta

Develop and deploy Serverless JARs

2026-03-16 18:45
🚀 Discover the benefits of Serverless JARs and Databricks Connect for Scala! This article highlights how Serverless JARs allow teams to build and deploy applications efficiently. The focus is on simplifying the development process and enhancing scalability. Learn how these tools can streamline your workflow and improve collaboration! #Serverless #Databricks #Scala #SoftwareDevelopment #TechTrends

Ship quality enterprise AI agents to business users with Agent Bricks and Databricks Apps

2026-03-16 18:45
🚀 Transform your AI ideas into reality! The article discusses the process of developing trustworthy enterprise AI agents using Agent Bricks and Databricks Apps. It emphasizes the ease of prototyping and the steps to deploy these agents efficiently. Learn how to transition from prototype to production in just days, while ensuring governance and quality. #AI #Databricks #AgentBricks #EnterpriseTech #Innovation

Testing LLMs on superconductivity research questions

2026-03-16 17:31
Can large language models (LLMs) become expert partners in physics research? A recent study tested six LLMs on high-temperature superconductivity questions. The research, published in the Proceedings of the National Academy of Sciences, involved expert evaluation of LLM responses. The top performers came from systems using certified sources, like NotebookLM. Findings highlight areas for improvement in LLM capabilities, aiming to enhance their role in scientific discovery. #AIinScience...

How We Taught AI Agents to See the Bigger Picture

2026-03-16 14:42
AI agents can write code that compiles and passes tests, but it may still be rejected due to inconsistencies with project standards. 🛠️ Pavel Sher, a Technical Lead, identified that agents often inherit outdated patterns from legacy codebases, causing issues in new migrations. To address this, they provided agents with examples of accepted migrations, leading to better alignment with current project standards. 📊 This approach showed promise but faced scalability challenges. #AI...
Sergei Ugdyzhekov

Domain expertise still wanted: the latest trends in AI-assisted knowledge for developers

2026-03-16 14:00
🔍 A recent survey in partnership with OpenAI reveals that more developers are turning to AI for learning. 📈 In February, 64% of developers reported using AI, up from 44% in 2025. However, many still rely on traditional resources to validate information, citing trust in AI as a major concern. 🤔 Educators are worried about AI’s impact on cognitive development, highlighting the challenges faced in traditional learning pathways. #AI #Learning #Developers #TechTrends #Education
Erin Yepis

Unlocking UBI to Red Hat Enterprise Linux container images

2026-03-16 12:30
Unlocking UBI for Red Hat Enterprise Linux (RHEL) enhances your container development. While the Red Hat Universal Base Image (UBI) is lightweight, it lacks some essential packages. By utilizing a no-cost Red Hat Developer subscription, you gain access to a broader set of RHEL packages, including databases and additional tools. This subscription supports both individual projects and business workloads, ensuring you have a reliable foundation for your development needs. Explore the benefits of...
Louis Imershein

How to Approve Real Users and Block Fake Accounts at Sign Up with Lookup and Verify

2026-03-16 00:00
Enhance your onboarding process with Twilio's latest tutorial! Learn how to build a secure Node.js flow that effectively approves real users and blocks fake accounts. The tutorial outlines four essential defense layers: 1. Line Type checks 2. Line Status 3. Identity Match (name-to-phone) 4. SMS OTP verification These steps help prevent bots and fraud during sign-up. 🔒📱 #UserSecurity #Twilio #NodeJS #FraudPrevention #TechTutorials
Kelley Robinson

How to Handle No-Answer/Pickup Scenarios with Voicemail and Callback using Twilio Voice

2026-03-16 00:00
Struggling with no-answer scenarios in calls? 📞 Check out the Twilio Voice tutorial on managing these situations effectively. It covers setting up voicemail and callback options, ensuring seamless communication. Enhance your call handling skills today! #Twilio #VoiceTechnology #DeveloperTips #CommunicationSkills #Voicemail
Amanda Lange, Niels Swimberghe

Shimmer: The animated student short that reached Mexico’s biggest stage

2026-03-16 00:00
🌟 Exciting news from the world of animation! "Shimmer," an Ariel Award-winning indie short, delves into the theme of a father's obsession and its impact on his children. Students at Escena, an Unreal Academic Partner school, utilized Unreal Engine 5 to create this professional-level animation. Check out their incredible work! 🎬✨ #Animation #IndieFilm #UnrealEngine #StudentSuccess #Shimmer

Beginners guide to vibe coding

2026-03-15 16:00
Unlock the potential of vibe coding! 🌟 This approach allows developers to focus on design and outcomes using generative AI, shifting away from traditional coding syntax. By describing intent and functionality, you can create applications more intuitively. For example, instead of coding loops and functions, simply prompt AI to "build a responsive card list" for your tasks. 🖥️✨ Explore the basics and see how vibe coding can streamline your development process! #VibeCoding #GenerativeAI...
Jessica Wachtel

A practical guide to the 6 categories of AI cloud infrastructure in 2026

2026-03-15 12:00
🌐 Platform teams and AI engineers are navigating a complex landscape in 2026, facing decision paralysis due to an influx of GPU options from NVIDIA and various specialized providers. The choice of cloud for AI workloads has expanded, requiring careful consideration of new categories. The split between training and inference workloads is growing, with inference expected to dominate future AI compute. A practical taxonomy of the AI cloud market has emerged, categorizing it into six distinct...
Janakiram MSV

Empowering the Future: Celebrating the International Day of Learning with Cisco Networking Academy

2026-03-13 15:00
🚀 On International Day of Learning, we recognize the impact of Cisco Networking Academy, which has empowered 28 million learners globally. 🌍 From networking to AI, Cisco equips individuals with essential skills to thrive in a digital world. The program has evolved to meet the changing demands of technology and education. 📚 Cisco's commitment to accessible learning continues to transform lives, turning aspirations into reality. #InternationalDayofLearning #CiscoNetworkingAcademy #DigitalSkills...
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