Articles by Category: Educational

How to build your dynamic plug-ins for Developer Hub

2025-11-20 08:01
🚀 Red Hat Developer Hub supports dynamic plug-ins, allowing you to enhance your portal without recompiling the core application. This system offers key benefits: - Immutable design for better security - Easy plug-in management - Flexible customization options - Faster feature innovation Learn how to bundle and install your own plug-ins with Developer Hub! #RedHat #DeveloperHub #DynamicPlugins #Backstage #SoftwareDevelopment
Evan Shortiss

Build the Future of AI with DCAI Certification

2025-11-20 02:45
🚀 The future of AI is here, and it's changing the way we think about data center infrastructure. Cisco's new Implementing Data Center AI Infrastructure (DCAI) certification is designed for IT professionals to build and manage the complex systems required for AI and machine learning workloads. This certification focuses on essential skills like computational power, low-latency networking, and sophisticated orchestration. Prepare to lead in this evolving field! #AI #DataCenter #Cisco #DCAI...
Peter Kisich

How to Build Production-Ready Data and AI Apps with Databricks Apps and Lakebase

2025-11-19 20:03
Building production-ready data and AI applications can be challenging. The article outlines the importance of using Databricks Apps and Lakebase to simplify this process. Key steps include running your app, syncing data, and deploying everything efficiently on Databricks. This approach enhances collaboration and accelerates development. Explore how these tools can streamline your data application journey! 🚀📊 #DataScience #AI #Databricks #DataApplications #TechInnovation

How to reduce cloud waste: It boils down to 3 steps

2025-11-19 17:00
🌐 Cloud computing spending is set to rise significantly, but a large portion is wasted. A recent survey indicates that 78% of companies waste 21%-50% of their cloud budgets annually. 💸 To tackle this, three steps are recommended, including rethinking app architecture from CapEx to OpEx. A real-world example shows how one insurer reduced costs from $100 million annually to just $800 per day by modernizing their analytics system for the cloud. Understanding cloud waste and optimizing resource...
Michael Wood

Build a multi-agent AI system using CrewAI, Gemini, and CircleCI

2025-11-19 16:00
🚀 Dive into the world of multi-agent AI systems with our latest tutorial! This guide walks you through the essentials: from prerequisites and project setup to building a system that gathers and summarizes trending news articles. You'll utilize CrewAI for coordination, Google Gemini for intelligent processing, and CircleCI for automating tests. By the end, you'll have a collaborative AI system ready for deployment! #AI #MachineLearning #SoftwareDevelopment #CrewAI #CircleCI
Ajika Angelo

Why Launch-Time Reliability Is Especially Critical

2025-11-19 15:00
🌟 Ensuring launch-time reliability is vital for new products and features. A smooth launch can significantly impact customer experience, so developers and operations teams must work together. 🔍 Continuous testing and proactive monitoring are essential steps for both teams. This collaboration helps prevent disruptions that could affect users negatively. ⚖️ Additionally, compliance with regulations is crucial. Organizations must ensure services remain online and adhere to reporting requirements...
Mandi Walls

Demystifying Network as Code and Services as Code

2025-11-19 14:26
🚀 Curious about Network as Code and Cisco Services as Code? This article explores the evolution of network automation and its significance in the AI era. It clarifies how Network as Code applies DevOps principles, using declarative data models to simplify network management with YAML files. Understanding these concepts is crucial for efficient network operations. #NetworkAutomation #Cisco #DevOps #AI #TechTrends
Senthil Kumar

6 Must-Have MCP Servers (and How to Use Them)

2025-11-19 14:00
Unlock the potential of AI with the Model Context Protocol (MCP)! 🚀 In a recent article, Oleg Šelajev highlights six essential MCP servers that enhance developer productivity. These servers connect AI agents to external tools, streamlining workflows. Key servers include Context7 for coding accuracy, Obsidian for smarter note-taking, and DuckDuckGo for search capabilities. Each server offers unique benefits to improve your development process. 💻✨ Explore how these tools can transform your...
Source: Docker Blog
Oleg Selajev

Deploying OpenShift hosted clusters on bare metal

2025-11-19 08:17
Deploying Red Hat OpenShift hosted clusters on bare metal offers significant infrastructure efficiency. Here are five key lessons learned from practical experience: 1️⃣ **Network Setup is Crucial**: Proper network configuration is essential for stability. Pay attention to link aggregation protocols for optimal performance. 2️⃣ **API Access via IP**: Access the Kube API using a raw IP address instead of a domain name to avoid certificate errors. 3️⃣ **Manual Ingress Setup**: Unlike traditional...
Andre Rocha

Get started with language model post-training using Training Hub

2025-11-19 07:15
Unlock the potential of open-source language models with Training Hub! 🚀 This library simplifies post-training by providing a unified Python interface for various algorithms, making it easier to customize models for specific tasks. Training Hub supports a variety of methods, allowing seamless integration and exploration of different libraries without the hassle of complex setups. Get started today and enhance your language model capabilities! 📈💻 #LanguageModels #OpenSource #AI...
Mustafa Eyceoz

November Epic learning content: animation, game profiling, and more

2025-11-19 00:00
🚀 November brings exciting free learning content! This month features a deep dive into the A-COM Animation Sample and best practices for optimizing performance and memory in Unreal Engine. Additionally, there’s a focus on integrating physics into a Control Rig. Explore these valuable resources to enhance your skills! 🎮✨ #Learning #UnrealEngine #Animation #GameDev #ContentCreation

A Guide To Stress-Testing Your ML Data Pipelines

2025-11-18 21:00
Enhancing the reliability of machine learning (ML) pipelines is crucial. This article discusses stress-testing these systems through chaos engineering. Data pipelines, model registries, and feature stores are key components that need rigorous testing. Common failure scenarios include data delays, format changes, and missing values. Chaos injection techniques can effectively simulate these failures. Tools like Chaos Mesh and Airflow help ensure systems can handle unexpected issues better....
Tinega Onchari

The Peloton Approach to CCNA Exam Success

2025-11-18 17:00
Struggling to pass the CCNA exam? You're not alone in the "Almost There" Club! Learn how AI can enhance your study routine. By using Cisco Modeling Labs and the Model Context Protocol, you can create dynamic, hands-on learning environments. This approach helps bridge the gap between theory and practical application. Elevate your network skills with AI as your personal lab coach! 🚀💻 #CCNA #Cisco #AI #Networking #StudyTips
Kareem Iskander

The strategic choice: Making sense of LLM customization

2025-11-18 14:16
Unlocking the potential of Large Language Models (LLMs) starts with effective prompting. 🤖 Out-of-the-box models may provide accurate responses, but they often lack your brand’s voice and tone. Customization, particularly through prompt engineering, is crucial for aligning the model with your organization's needs. Prompting shapes conversations and helps refine the model's reasoning. By structuring prompts effectively, you can transform these models into proactive collaborators. Learn more...
Robbie Jerrom, Frank La Vigne

Launch a Chat UI Agent with Docker and the Vercel AI SDK

2025-11-18 14:00
🚀 Launching a Chat UI Agent is now simpler with Docker and the Vercel AI SDK! By using Docker, you can maintain a consistent environment across different machines. The Vercel AI SDK streamlines the creation of conversational interfaces with tools for streaming responses and multi-turn interactions. Get started by cloning the Next.js AI Chatbot template and configuring your API keys. With just one command, your Chat UI goes live! #ChatUI #Docker #Vercel #AI #TechInnovation
Source: Docker Blog
Gerardo López Falcón

Helping Decision‑Makers Say Yes to Kotlin

2025-11-18 12:11
🌟 Discover how to effectively advocate for Kotlin adoption in your organization! Urs Peter, a Senior Software Engineer and Kotlin Trainer, shares insights on building a strong business case for Kotlin. With 2.5 million developers using Kotlin and a strategic partnership with Spring Boot, its market momentum is undeniable. Key benefits include reduced code complexity, improved maintainability, and fewer bugs, leading to greater productivity and faster time-to-market. #Kotlin...
Alyona Chernyaeva

How to create agents that people actually want to use

2025-11-18 08:40
💡 Ryan welcomes Assaf Elovic, head of AI at monday.com, to discuss user-friendly AI tools. They share insights on developing the Monday Sidekick agent, focusing on user experience to boost adoption. monday.com aims to enhance productivity and efficiency through its AI-first product suite. #AI #Productivity #UserExperience #MondayDotCom #WorkManagement
Phoebe Sajor

How to run performance tests using benchmark-runner

2025-11-18 08:01
🌐 Performance testing is essential for Kubernetes and Red Hat OpenShift clusters, especially when scaling applications across pods or VMs. 🔍 The benchmark-runner framework allows users to execute various performance tests to assess scalability in hardware, network, storage, and more. It simplifies testing with just a single command and supports both functional and performance-oriented run types. 📊 Results are stored in ElasticSearch and visualized in Grafana, making it easier for cluster...
Robert Krawitz, Jenifer Abrams, Guoqing Li

Secure Authentication with a Push Notification in Your iOS Device

2025-11-18 05:00
Unlock secure sign-ins in your iOS apps with Okta's DirectAuth and push notifications! 📱✨ This guide covers everything from setting up your Okta account to building a SwiftUI demo. Learn to implement native, phishing-resistant multi-factor authentication (MFA) without leaving your app. Key steps include: - Configuring Okta for DirectAuth - Enabling push notifications - Creating an AuthService - Displaying user information For developers ready to enhance app security, this tutorial is...

How Do You Know if Your Voice AI Agents are Working?

2025-11-18 00:00
Are your Voice AI agents performing effectively? 🤖 The Twilio blog discusses key indicators to assess their performance. It emphasizes checking if they are production-ready and whether they address your business needs. Understanding these factors can help ensure your Voice AI agents deliver value. #VoiceAI #TechInsights #BusinessSolutions #Twilio
Dan Bartlett, Brooke Hopkins

How to Create a Magic Link in Laravel with Twilio SMS

2025-11-18 00:00
Unlock the power of seamless user authentication! 🔑 This tutorial guides you through the process of creating a magic link in Laravel using Twilio SMS. It covers step-by-step instructions to help developers implement this feature effectively. Enhance your application's user experience today! 🚀📱 #Laravel #Twilio #WebDevelopment #SMS #Authentication
Popoola Temitope

Scaling AI Interactions: How to Load Balance Streamable MCP

2025-11-17 22:09
🚀 The Model Context Protocol (MCP) is evolving with the introduction of Streamable HTTP in early 2025. This shift is set to enhance the accessibility of MCP services. As popularity grows, scaling becomes essential, necessitating reliable load balancing. This article discusses using HAProxy to build a compliant load-balancing layer for Streamable MCP servers. Key points include ensuring session persistence through the mcp-session-id header and validating Accept headers to protect backend...
Jakub Suchy

Advance Your Network Automation Skills with Cisco’s Intermediate Python Course

2025-11-17 15:00
🚀 Enhance your network automation skills with Cisco’s new Intermediate Python Course (IPYNE). This course builds on foundational knowledge, offering hands-on experience in real-world scenarios. You'll learn to manage device inventories, deploy configurations, and test network performance. Key topics include using Python libraries like Netmiko and PyATS, as well as creating object-oriented scripts and web interfaces with Flask. #Cisco #NetworkAutomation #Python #IPYNE #LearnToCode
Francois Caen

How to Prepare for the Future of Programming

2025-11-17 11:17
🚀 The future of programming is uncertain, with many voices suggesting varying paths. Should you start a startup, return to school, or focus on coding? The article emphasizes a healthy skepticism towards current trends, including prompt engineering. It stresses the importance of understanding your educational context and adapting to change. Key questions remain about what skills will truly matter in the evolving landscape of AI and programming. For those navigating this shift, self-awareness...
Clara Maine

Image mode for RHEL 10: Updates in seconds with soft reboot

2025-11-17 08:00
🚀 Exciting news for RHEL 10 users! The new image mode feature introduces a soft reboot capability, allowing for faster updates without the need for a full system reboot. This method improves OS management, reducing downtime from minutes to seconds for userspace updates. The soft reboot skips lengthy hardware initialization steps, making it ideal for critical infrastructure. However, it's important to note that kernel updates still require a full reboot. Explore this advancement to enhance...
Mohan Shash, Joseph Marrero Corchado

2026 guide to create ads that click to WhatsApp with Twilio

2025-11-17 00:00
Learn how to effectively create ads that link directly to WhatsApp using Twilio. 📱 This guide provides step-by-step instructions for developers, focusing on best practices, integration tips, and user engagement strategies. Enhance your advertising approach and connect with your audience more directly. #Twilio #WhatsApp #DigitalMarketing #AdTech #DeveloperTools
Sebastian Del Aguila Fiocco

A Guide to Core Latency in AI Voice Agents (Cascaded Edition)

2025-11-17 00:00
Understanding core latency in AI voice agents is crucial for developers. This article outlines the baseline delays that occur during conversations and offers tips for managing these delays effectively. It also discusses important tradeoffs to consider when optimizing performance. Explore how to enhance user experience by addressing core latency. 📈🤖 #AI #VoiceTechnology #Latency #Developers #TechInsights
Phil Bredeson

Detecting the undetectable: Building a fraud detection framework with Elastic

2025-11-17 00:00
Discover how the Elasticsearch Platform can enhance fraud detection for organizations. The article highlights the importance of custom detection rules and machine learning jobs tailored to various sectors, including finance and public services. Elastic's features help identify fraud patterns and facilitate proactive measures against fraudulent activities. This framework is especially beneficial for smaller agencies already utilizing Elastic tools. #FraudDetection #ElasticSearch...
Source: Elastic Blog
Kyle Rozanitis

Easily Build and Share ROCm Kernels with Hugging Face

2025-11-17 00:00
🚀 Build and share ROCm kernels easily with Hugging Face! Custom kernels enhance deep learning performance, allowing tailored GPU operations. However, compiling them can be challenging due to various complexities. Hugging Face's kernel-builder simplifies this process, supporting multiple backends like ROCm. This guide focuses on building efficient kernels for AMD GPUs, covering best practices for testing and deployment. #DeepLearning #ROCm #HuggingFace #GPU #TechInnovation

GitLab engineer: How I improved my onboarding experience with AI

2025-11-17 00:00
Starting a new job can be overwhelming, but GitLab's onboarding process, paired with GitLab Duo, has streamlined my experience as a fullstack engineer. The AI tool aids in exploration, reviewing, and debugging. It allows me to search all resources effortlessly and provides insights on edge cases before I begin coding. 🛠️ Furthermore, GitLab Duo reviews my merge requests, catching mistakes and helping me understand feedback from my teammates. It enhances my efficiency and aligns with GitLab’s...
Source: GitLab Blog
Konstantin Greif

Send Timely SMS in Adobe Journey Optimizer Using Twilio Programmable Messaging

2025-11-17 00:00
Discover how to enhance customer engagement by integrating Twilio Programmable Messaging with Adobe Journey Optimizer. 📲 This integration allows businesses to send timely and personalized SMS notifications, improving communication and customer satisfaction. For developers looking to streamline messaging, this guide offers practical steps for implementation. #AdobeJourneyOptimizer #Twilio #SMSMarketing #CustomerEngagement #Integration
Mellisa Udhayananondh

6 ways to prevent AI fatigue

2025-11-14 19:28
AI is revolutionizing our work, but it can also lead to AI fatigue. This occurs when we feel overwhelmed by the rapid changes and demands of using various AI tools. Instead of avoiding AI, we should focus on intentional collaboration with it. By questioning how we use AI, we can prevent it from dictating our priorities. Atlassian shares six dos and don’ts to reset our relationship with AI, helping us turn fatigue into creativity. For example, treat AI as a sparring partner rather than a...
Lauren Parker

Making the Most of Your Docker Hardened Images Trial – Part 1

2025-11-14 17:04
🚀 Discover Docker Hardened Images! These minimal base images are designed to enhance application security by eliminating unnecessary packages and proactively patching vulnerabilities. 🔍 With a 30-day trial, you can evaluate if these images reduce your security risks without extra operational burden. 📊 Expect to measure CVE counts and engineering effort during the trial to see real results. Get started with the DHI catalog and experience the benefits firsthand! #Docker #CyberSecurity #DevOps...
Source: Docker Blog
Docker Team

Improving code quality - Session 53: Climb the function mountain with many notifications

2025-11-14 02:00
🚀 In the latest article from the "Improving code quality" series by Munetoshi Ishikawa, the focus is on handling asynchronous function execution. When returning results from asynchronous processing, developers can choose several techniques. These include using language features like async/await, returning a promise, or passing a callback. The piece provides an example using a class called Future, demonstrating how results can be managed effectively. #CodeQuality #AsynchronousProgramming...

How to Get Started with Neural Shading for Your Game or Application

2025-11-13 19:55
Unlock the future of rendering with neural shading! 🎮✨ For 25 years, real-time rendering has evolved alongside hardware advancements. As traditional methods hit their limits, neural shading offers a new path by integrating AI models into the graphics pipeline. This technique enhances performance and visual fidelity using dedicated AI hardware like NVIDIA’s Tensor Cores. It enables efficient real-time execution of small neural networks in shaders, simplifying complex visual challenges....
Shannon Woods

How to CODE: Simplifying the Developer Experience with HubSpot

2025-11-13 17:00
🌟 HubSpot is transforming the developer experience with CODE: the Center of Developer Excellence. Instead of overwhelming developers with extensive documentation, we focus on guiding them through specific customer problems. By offering opinionated guidance, we help developers solve issues without the burden of architectural decisions. This approach allows them to concentrate on what they do best—creating effective applications. #DeveloperExperience #HubSpot #Coding #TechInnovation #APIs
njotwani@hubspot.com (Nikita Jotwani)

Your Top 2026 Priority? Prepare Your Data for AI

2025-11-13 15:00
To succeed with AI in 2026, organizations must prioritize data preparation. A unified data approach enhances AI strategies but faces challenges due to data silos. Research shows that 95% of AI pilots fail because of these barriers. It's crucial to identify, clean, and label data across departments for effective AI implementation. Cross-organizational data models can be key in training AI effectively. #AI #DataStrategy #DigitalTransformation #TechTrends #DataManagement 📊🔍✨
Jennifer Riggins

Cagent Comes to Docker Desktop with Built-In IDE Support through ACP

2025-11-13 15:00
🚀 Exciting news for developers! Docker Desktop now includes cagent, allowing you to build AI agents without any extra installations. Cagent is an open-source tool that simplifies AI agent development using YAML files. You can define behaviors and tools, while cagent manages execution. To get started, update Docker Desktop to version 4.49.0 or later and create your first agent with ease. Existing users can continue using their current installations for flexibility. Additionally, cagent now...
Source: Docker Blog
Simeon Ratliff

How To Build an AI-First Organization, One Engineer at a Time

2025-11-13 14:00
🚀 Embracing AI in business is essential, even if you're not an "AI native." As we approach 2026, organizations must adapt to the AI landscape by evolving from traditional DevOps to include MLOps. This shift emphasizes the importance of “softer” skills like collaboration and adaptability. AI changes how code is produced, demanding new approaches to delivery. Engineers should learn from data science practices to balance deterministic and probabilistic outputs effectively. #AI #MachineLearning...
Jennifer Riggins

How to scale data governance with Attribute-Based Access Control in Unity Catalog

2025-11-13 14:00
Unlocking data access efficiently is crucial for organizations focusing on analytics and AI. 🌐 The article discusses how Attribute-Based Access Control (ABAC) in Unity Catalog can enhance data governance. It emphasizes the importance of balancing data democratization with security and compliance. 🔐 Implementing ABAC allows organizations to tailor access based on specific attributes, ensuring the right data reaches the right people. #DataGovernance #ABAC #UnityCatalog #Analytics #AIEthics