Articles by Category: Educational

Cisco and Quest Alliance are modernizing vocational training for India’s next-gen workforce

2026-03-24 12:00
Cisco and Quest Alliance are transforming vocational training in India. 🎓 Their initiative focuses on modernizing Industrial Training Institutes (ITIs) to provide students, especially from underserved communities, with better access to technology careers. By updating curricula and enhancing teacher training, this partnership aims to connect learners with current job market demands. Together, they are working towards building a future-ready workforce. 🌍💼 #VocationalTraining #DigitalEconomy...
Rohini Kamath

Run Model-as-a-Service for multiple LLMs on OpenShift

2026-03-24 07:16
Unlock the power of multiple LLMs with Model-as-a-Service (MaaS) on OpenShift! 🚀 This guide details how to create a unified entry point for AI inference, simplifying developer interactions with various models like Qwen and TinyLlama. Learn to build intelligent routing that efficiently directs traffic and reduces GPU waste. One endpoint means unified authentication and simplified monitoring. Explore the integration of llm-d capabilities into Red Hat OpenShift AI for a streamlined enterprise...
Vladimir Belousov

Evaluate OpenShift cluster health with the cluster observability operator

2026-03-24 07:16
🌐 Red Hat OpenShift introduces a new component health overview within the cluster observability operator, now in Developer Preview. This feature aids in assessing the health of the OpenShift control plane and other components, categorizing their status as OK, warning, or error through a Perses dashboard. To use, install cluster observability operator 1.4 or later via OperatorHub and enable recommended monitoring. Explore Prometheus metrics to view component relationships and health statuses....
Tomas Remes

Integrate Red Hat Advanced Cluster Management with Argo CD

2026-03-24 07:16
🌐 Red Hat Advanced Cluster Management integrates with Argo CD for enhanced Kubernetes application management. This setup allows clusters to subscribe to Git repositories using Channels and Subscriptions, supporting both push and pull models. 🔍 Key features include the ApplicationSet Custom Resource and the ability to configure sync policies for better resource management. 📊 Audit logs play a crucial role in tracking actions and troubleshooting issues. Always verify the Argo CD console and...
Francisco De Melo Junior

Jump to play: Building with Gemini & MediaPipe

2026-03-24 00:00
Unlock game development potential with Gemini and MediaPipe! 🎮✨ This workflow simplifies motion-controlled game design, allowing developers to quickly prototype using Gemini Canvas. Key features include optimizing for low-latency models and stable tracking points for responsive gameplay. Explore the new Google AI Studio showcase gallery to see examples like a motion-controlled Chrome Dino game. Build interactive apps with real-time sensing capabilities by describing your ideas naturally in AI...

Why a Webflow certification is worth it and how to get started

2026-03-24 00:00
Unlocking your potential with a Webflow certification can enhance your skills and career opportunities. 🌐 This article outlines the importance of Webflow certifications, guiding you on how to select the right one and prepare effectively. Whether you're new to Webflow or looking to deepen your expertise, this certification can be a valuable asset. 📈 #Webflow #Certification #WebDesign #CareerGrowth #SkillDevelopment
Source: Webflow Blog

Building a Knowledge Assistant over Code

2026-03-23 18:15
Unlocking the potential of code with Knowledge Assistants can simplify the onboarding process for developers. The article explores how these assistants function, highlighting their unique approach to handling codebases. It discusses chunking strategies and the evaluation setup using MLflow, along with key findings and lessons learned from the implementation. Discover how Knowledge Assistants can enhance developer efficiency. 💻📊 #KnowledgeAssistants #SoftwareDevelopment #MachineLearning...

Prompt engineering for developers

2026-03-23 18:00
Unlock the potential of LLMs through effective prompt engineering! 🛠️ The article highlights the importance of crafting clear and specific prompts to achieve reliable outputs. It emphasizes that vague requests often lead to unpredictable results. Understanding how LLMs process prompts is key, as they follow a hierarchy of instructions. To improve your results, research your requirements before prompting and ask the right questions. #PromptEngineering #AI #TechTips #LLM #Developers
Jessica Wachtel

How to deploy Pi-Hole with Docker and stop ads on every device on your LAN

2026-03-23 14:44
🛡️ Want to block ads on every device in your home? Consider using Pi-Hole! Pi-Hole is an open-source solution that operates on a network-wide basis, eliminating the need for individual ad-blockers on each device. To set it up, deploy Pi-Hole and configure your devices to use it as the DNS server. This method also enhances network performance and includes monitoring features. Keep in mind, if you're using certain ISPs like AT&T Fiber, DNS settings might not be changeable on your router. To...
Jack Wallen

The New Role of Data Teams in the Agentic Analytics Era

2026-03-23 12:36
📊 The role of data teams is evolving in the agentic analytics era. With AI generating faster answers, the need for a shared semantic layer is critical to ensure reliability. Modern data analysts focus on defining clear metrics, establishing governance standards, and implementing strong guardrails. 🛡️ Key elements for reliable AI-driven analytics include: 1. **Metrics as Code**: Standardized definitions in a systematic way. 2. **Git-based Everything**: Track changes to ensure accurate results....
Maksim Krivobok

Build a smart financial assistant with LlamaParse and Gemini 3.1

2026-03-23 00:00
Unlock the potential of your financial data! 💰 A recent article details how to build a smart financial assistant using LlamaParse and Gemini 3.1. This workflow helps developers extract high-quality data from complex documents like brokerage statements. By combining LlamaParse and Gemini 3.1 Pro, you can convert messy financial tables into clear, structured insights. The process improves document understanding, enhancing the accuracy of data extraction. Explore the tutorial to create your own...

How to Use Google Sheets as a Database for Your PHP App

2026-03-23 00:00
Learn how to effectively backup your PHP app data to Google Sheets in this comprehensive tutorial. 📊 The article guides you through the process and explains how to send SMS notifications to users using Twilio after the backup. Enhance your app's functionality with these simple steps! #GoogleSheets #PHP #Twilio #DataBackup #WebDevelopment
Matthew Setter

Business Analytics Tools: A Complete Guide for Data-Driven Organizations

2026-03-20 23:10
📊 Business leaders are evolving how they approach data. Static dashboards no longer meet the needs of modern decision-making. Instead, organizations are turning to AI-powered analytics tools that utilize a unified data foundation. These tools support real-time decision-making, allowing businesses to respond more effectively to dynamic market conditions. #BusinessAnalytics #DataDriven #AI #DecisionMaking #AnalyticsTools

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