2025-09-26 22:00
Discover the power of Python dataclasses! 🐍 Dataclasses provide a structured way to store related values with minimal boilerplate code. Unlike variables, dictionaries, and regular classes, dataclasses streamline object creation and enhance code maintainability. With the @dataclass decorator, enjoy built-in methods like __init__, __repr__, and __eq__, making your code cleaner and more efficient. Learn how to leverage dataclasses for better data organization! 📊 #Python #Dataclasses #Programming...
Jessica Wachtel
2025-09-26 18:28
🚀 Discover how Model Context Protocol (MCP) servers transform queries into actions! MCP servers unify automation and observability in Cisco environments. An AI client routes natural-language queries to the correct tools across Catalyst Center clusters and Meraki organizations. Watch the demo by Gabi Zapodeanu to see real-time tool selection and execution, plus practical troubleshooting tips. Learn more about streamlining your workflow with MCP! #Cisco #Automation #AI #Networking #TechDemo
Julio Fernandez
2025-09-26 18:00
AI is evolving beyond the "set it and forget it" model. Traditional language models like GPT-4 can't learn from new experiences after deployment. Continual learning agents address this gap, improving over time by remembering conversations and adapting to customer needs. They enhance functions in sales, research, and customer service. This article offers a step-by-step guide to build such adaptive agents using existing technologies. Learn how to create a conversational agent that evolves with...
Oladimeji Sowole
2025-09-26 15:00
🚀 Want to stay updated on cryptocurrency trends? This tutorial guides you through building an automated ETL pipeline using CircleCI and the CoinGecko API. You'll learn to set up your project, configure workflows, and push your code to GitHub. Key steps include: - Prerequisites like GitHub and AWS accounts - Project structure overview - Creating ETL code and automation Get started and simplify your crypto data processing! 🌐📊 #Crypto #ETL #CircleCI #DataPipeline #CoinGecko
Marcelo Oliveira
2025-09-26 14:00
🌐 Understanding AS-SETs is crucial for network operators. These Internet Routing Registry objects allow the grouping of related networks, helping manage BGP routing effectively. 📊 Cloudflare Radar now provides a public listing to assist operators in monitoring AS-SET memberships. This ensures better route filtering and communication between networks. 🔍 AS-SETs play a vital role in BGP policies, helping define what networks should accept from providers. #Networking #BGP #ASSET #Cloudflare...
Bryton Herdes
2025-09-26 07:08
Discover the latest highlights from the Java open-source community! In Part 2 of this series, we explore standout projects that enhance builds, improve testing, and streamline modern web stacks, all while leveraging IntelliJ IDEA. 🌐 🔍 **jsoup**: A Java library for parsing HTML, designed for simplicity and efficiency. Recent updates include HTTP/2 support and a new StreamParser. 🚀 **http4k**: A lightweight toolkit for building HTTP services in Kotlin, focusing on testability and performance....
Lena Morozova
2025-09-26 07:01
Explore the advancements of Red Hat OpenShift Service Mesh 3! 🚀 This article highlights its robust support for multi-cluster topologies, transforming independent clusters into a unified application network. It emphasizes secure inter-cluster communication through dedicated gateways. Learn about the benefits of enhanced scalability, fault tolerance, and seamless failover patterns. A step-by-step guide is provided for creating a multi-cluster architecture. #OpenShift #ServiceMesh #MultiCluster...
Maya Blonder
2025-09-26 00:00
Building an OmniChannel Experience is essential for effective customer interactions. The article discusses how integrating Salesforce can enhance context-aware interactions. It highlights the importance of seamless communication across various channels to improve customer satisfaction. Developers can leverage Twilio’s tools in this integration. Read more about optimizing your customer experience! 📞💻✨ #OmniChannel #SalesforceIntegration #CustomerExperience #Twilio #DeveloperInsights
Prasanth Balan Pillai, Viral Gandhi,
2025-09-25 18:44
🚀 Howard University is leading the way in modern education by transforming its campus infrastructure. CIO Olga Osaghae emphasizes the shift towards a digital-first learning environment, focusing on more than just Wi-Fi upgrades. This initiative reflects a commitment to enhancing educational experiences for students. Learn more about this innovative partnership! 🌐📚 #HigherEducation #DigitalTransformation #HBCU #Innovation #LearningEnvironment
George Lewis
2025-09-25 17:00
Navigating legacy code can be challenging for enterprises. As generative AI (GenAI) quietly integrated into coding practices, developers found it helpful for routine tasks. However, maintaining legacy systems remains a significant concern. Outdated code and lack of documentation complicate updates and integration. Companies are turning to agentic AI, like Tabnine's RAG-powered Enterprise Context Engine, to enhance code understanding and accuracy. By analyzing and adapting to changes in the...
David Eastman
2025-09-25 16:30
Unlock the potential of machine learning in manufacturing with GPU-accelerated model training! 🚀 This article discusses best practices for training models on structured manufacturing data. Tree-based models, like XGBoost, LightGBM, and CatBoost, are highlighted for their performance and interpretability. 📊 Using GPU acceleration can significantly enhance training workflows, allowing for rapid iteration on hyperparameters. Explore how these methods can lead to improved yields and actionable...
Divyansh Jain
2025-09-25 15:28
🚀 Terraform Stacks streamline resource management and provisioning at scale. They tackle challenges like managing dependencies and reducing run time by allowing users to organize Terraform modules into manageable pieces. Key benefits include simplified management and improved productivity, enabling rapid creation of consistent infrastructure setups. Common use cases involve deploying applications as single units and managing Kubernetes workloads efficiently. #Terraform #InfrastructureAsCode...
Vanshika Munjal
2025-09-25 15:09
Unlock the power of AI for teamwork! 🤝 Discover how collaboration enhances productivity and outcomes. The article highlights the need for AI to be integrated into team dynamics rather than just individual tasks. It shares insights from Atlassian on using AI tools to foster coordination and unity among team members. The right prompts can guide AI to support your team effectively. Explore 95 AI prompts designed to boost teamwork and achieve success together! 🚀 #Teamwork #AI #Collaboration...
Lauren Parker
2025-09-25 15:00
🚀 Looking to enhance your application with smart data retrieval? This tutorial guides you in building a versatile query routing agent. It helps direct questions to the right data sources, whether from a SQL database or document repository. Users can easily ask about U.S. states and receive accurate answers in a user-friendly Streamlit chat interface. #DataRetrieval #QueryAgent #Streamlit #AppDevelopment #TechTutorial
Armstrong Asenavi
2025-09-25 15:00
Understanding endianness is crucial for effective data communication between computers. 🖥️ It defines the order of bytes in multi-byte numbers, with big-endian storing the most significant byte first and little-endian storing the least significant byte first. This difference can lead to misinterpretation if not managed properly. Industries like telecommunications, IoT, and automotive rely on consistent byte order to ensure accurate data exchange. 📈🔄 For more insights on how endianness impacts...
2025-09-25 11:32
Explore the power of Promptfoo and Docker Model Runner for evaluating LLM apps! Promptfoo is an open-source CLI that simplifies the evaluation of AI models. With Docker Model Runner, users can easily manage and deploy these models. The Docker MCP Toolkit serves as a local gateway for running containerized MCP servers, enhancing connectivity with AI agents. These tools enable users to compare models and assess MCP servers directly from their development environment. #AI #Docker #Promptfoo...
Luke Bunselmeyer
2025-09-25 10:33
A new research article explores a “Wayfinding AI” agent that enhances health conversations. This AI helps users navigate health information by asking clarifying questions, understanding individual goals, and providing tailored responses. User studies revealed challenges in articulating health concerns, indicating a need for more personalized guidance. The findings suggest that proactive engagement from AI can lead to a better user experience. 🤖💬 #HealthTech #AI #UserExperience...
2025-09-25 07:00
🚀 Explore the Kubernetes MCP server, an AI-powered extension for Kubernetes and OpenShift! This tool allows AI assistants like VS Code and Microsoft Copilot to interact safely with your clusters. It simplifies cluster management through natural language commands and supports secure access via least-privilege ServiceAccounts. Key features include no external dependencies, support for generic Kubernetes resources, and advanced pod operations. Currently in developer preview, it encourages...
Gaurav Singh, Arda Guclu, Marc Nuri San Felix, Dave Gordon
2025-09-25 07:00
Explore the deployment of the DialoGPT-small language model on OpenShift AI for internal testing. This guide details setting up your environment, configuring ServingRuntime, and deploying an inference service, all within a secure, cloud-native environment. Key steps include verifying components, managing model storage with PVCs, and running tests without exposing external endpoints. This workflow is intended for internal evaluation only. For production use, refer to official documentation....
Christina Zhang
2025-09-24 20:00
Struggling to visualize your busy network? 🖥️ The article discusses deploying Atlas, a full-stack, containerized network infrastructure visualizer. It simplifies monitoring by scanning Docker containers and local hosts, gathering essential data like IP addresses and open ports. With a straightforward setup, Atlas can be up and running in just two minutes! 🚀 Learn more about its features and how it can help you manage your network effectively. #NetworkManagement #Atlas #TechTools...
Jack Wallen
2025-09-24 19:00
🚀 Interested in deploying AI models on your Windows PC? Check out this beginner's guide on using PyTorch with AMD graphics hardware. No need for dedicated AI infrastructure; just a modern AMD GPU or APU will do! The public preview of PyTorch for Windows supports several AMD models, enabling efficient AI workload execution. Perfect for developers, this guide walks you through setup, configuration, and execution of Large Language Models (LLMs). 🖥️✨ #AI #PyTorch #AMD #MachineLearning #TechGuide
2025-09-24 18:00
Kubernetes deployment failures can be challenging to diagnose. Misconfigurations are often the main cause, impacting security and stability. The article outlines 10 common errors, such as CrashLoopBackOff and YAML issues, along with strategies to troubleshoot them effectively. Understanding why these errors occur can help prevent future issues. Key reasons include misconfigured YAML files, incorrect image names, and resource constraints. Stay informed to ensure smoother deployments! 🚀🔧...
Sunny Yadav
2025-09-24 15:00
Unlock the power of Fluent Bit with its latest processors for conditional log processing! 📊 Fluent Bit, an open-source data collector, has introduced processors that modify telemetry data effectively. With version 4, you can now apply conditional processing to logs based on specific field values. Processors differ from filters in execution timing and performance, enhancing efficiency. For detailed setup, check the YAML configuration requirements. #FluentBit #LogProcessing #OpenSource...
Sharad Regoti
2025-09-24 14:00
The evolution of software development is fascinating. Just 20 years ago, our tools were far less advanced. Today, we enjoy environments with AI support, syntax highlighting, and version control. However, it wasn't always this way. In the 1960s, developers used punch cards to code. Each card held just 80 characters, leading to stacks of cards for larger programs. Debugging was a tedious process, often done on paper. This article explores the rich history and future of software development....
Darko Mesaroš
2025-09-24 07:00
Discover the power of Skopeo, an essential tool in the Linux container-tools ecosystem. 🌟 Skopeo allows you to inspect and copy container images efficiently without downloading them first. This is especially useful for developers using Kubernetes clusters. It simplifies many tasks typically done with Podman, making workflows smoother. From inspecting remote images to syncing multiple registries, Skopeo enhances your container management experience. 🌐🔧 #Linux #ContainerTools #Skopeo #DevOps...
Fernando Lozano
2025-09-24 07:00
Managing certificates in IT can be challenging. Many DevOps engineers and IT managers face time-consuming manual tasks, risking governance and security. This article discusses automating the certificate lifecycle in Red Hat OpenShift using the cert-manager operator with Venafi. It offers a solution that enhances efficiency and security. By transitioning from traditional to modern certificate management, teams can minimize errors and focus on innovation. The cert-manager operator simplifies...
Ajay Kanse
2025-09-24 03:25
🌄 Exciting news in game development! The article discusses "Ravine," an expansion of the earlier project "Clover." This new environment utilizes Houdini-created assets, which were exported to Unreal Engine 5.7. The terrain design features ultra high polygon counts, enhancing the visual quality and detail of the scene. #GameDevelopment #UnrealEngine #Houdini #3DArt #EnvironmentDesign
2025-09-24 00:00
🚀 Understanding Processes and Threads is vital for grasping how operating systems function. This interactive article breaks down these key concepts and their role in database performance. 🖥️ Processes serve as the foundation for software execution, allowing multitasking on your computer. CPU and RAM are the primary components that work together to execute code and manage data. 📊 The article also explores instruction sets, explaining how CPUs process commands. Furthermore, it highlights the...
2025-09-23 21:42
At Learn with Cisco, we are advancing the use of AI in practical ways for tech learners. The article highlights the evolution of automation and AI, emphasizing the rapid changes from early digital technology to today's sophisticated tools. Machine learning, a key aspect of AI, allows machines to recognize patterns and generate results efficiently. This technology is becoming more accessible, impacting various sectors. Engineers are encouraged to embrace these innovations and harness their...
Alexander Stevenson
2025-09-23 17:25
Unlocking customer engagement is essential for businesses today. The article discusses how Hightouch leverages Databricks for adaptive identity resolution. This approach transforms fragmented data into a unified customer view, enabling long-term relationships. By integrating various data sources, companies can enhance their understanding of customer behavior and preferences. Learn more about this innovative strategy to improve customer engagement! 📊🤝 #DataIntegration #CustomerEngagement...
2025-09-23 16:30
🚀 Community detection algorithms are vital for uncovering hidden relationships in networks. The Leiden algorithm, a popular choice among data scientists, offers improved performance for large-scale graphs in Python. 🖥️ With GPU acceleration from cuGraph, Leiden can be up to 47x faster than traditional CPU methods, making it suitable for real-world applications across various fields, including social network analysis, recommendation systems, and genomics. 🔍 This article explores Leiden's...
Rick Ratzel
2025-09-23 16:00
🚀 Understanding why 95% of enterprise AI agent projects fail is crucial for success. Many teams dive into technology without a clear use case, leading to impressive demos but no ROI. Research shows a significant gap between organizations deploying AI and those stuck in pilot phases. Critical issues include a lack of strategic clarity, leadership support, and proper governance. A structured framework, like the Canvas approach, can help teams effectively design AI agents by starting with user...
2025-09-23 15:00
Discover how to build a Retrieval-Augmented Generation (RAG) agent using NVIDIA Nemotron! This self-paced workshop covers the principles of agentic RAG, enabling systems to make decisions and adapt effectively. You'll learn to create your customized RAG system with LangGraph and access a portable development environment. Join the journey towards advanced text generation! 🚀💻 #NVIDIA #RAG #AI #MachineLearning #TechWorkshop
Edward Li
2025-09-23 14:15
Transforming AI-generated code into production-ready components is crucial for developers. 🖥️ WebStorm's refactoring tools play a key role in this process, enhancing maintainability and efficiency. The article illustrates how to refine an AI-generated analytics dashboard step by step, showcasing the synergy between AI and WebStorm. Take your coding workflow to the next level! 🚀 #WebDevelopment #AI #WebStorm #CodeRefactoring #SoftwareDevelopment
Jan-Niklas Wortmann
2025-09-23 14:00
Enhancing productivity in software development involves more than just writing clean code. The article discusses DORA metrics, which are key performance indicators that help teams optimize workflows and track business outcomes. These metrics provide insights into deployment frequency and lead time, allowing teams to identify inefficiencies and improve speed. Regular monitoring can lead to better deployment stability and clearer performance tracking. DORA metrics also enhance visibility across...
Susan Hall
2025-09-23 11:55
Spotify has developed the Confidence platform to enhance product decision-making across numerous teams. The focus has shifted from simply increasing experiment velocity to improving quality and insights through the Experiments with Learning (EwL) metric. This approach emphasizes understanding failures, which helps guide better product decisions. With an aim to foster a culture of experimentation, Spotify has expanded its team involvement from 40 to around 300. This initiative includes...
Spotify Engineering
2025-09-23 07:01
🚀 Exciting news for OpenShift users! Red Hat introduces "on-cluster" image mode for Red Hat Enterprise Linux CoreOS, allowing seamless customization at scale. This cloud-native approach treats your OS like a container image, enabling you to define configurations as code. You can now add drivers, deploy hotfixes, and maintain customizations during upgrades directly from your cluster. OpenShift 4.19 and EUS users on 4.18.21 can fully utilize this capability. The streamlined build process...
Mark Russell
2025-09-23 07:01
Deploying machine learning models poses unique challenges, especially with fluctuating traffic levels. Traditional autoscaling methods often fall short, leading to inefficiencies. This article discusses setting up KServe autoscaling using vLLM and KEDA. This approach focuses on application-specific metrics, enabling efficient scaling tailored to AI workload demands. Learn about the process, including exposing metrics to Prometheus and configuring KEDA for optimal performance. 🌐📈...
Alberto Perdomo
2025-09-23 07:01
🚀 Migrating code can be tough, but Cursor AI simplifies the process! Our team transitioned a Bash test suite to Python using the Cursor AI code editor. After installing and logging in, we enabled specific AI models to assist with the migration. Cursor helped analyze the Bash scripts, generated a Python library, and created basic tests automatically. The result? A significant time-saving of about 1.5 months! For a detailed look at the process, check our documentation. #CodeMigration #CursorAI...
Petr Hracek
2025-09-23 00:00
Learn how to integrate a Safe List into your PHP applications using Twilio Verify's Safe List API. This tutorial provides step-by-step instructions on managing a list of safe phone numbers, enhancing security in your applications. Explore the features and benefits of implementing this API today! 📱🔒 #Twilio #PHP #APIs #WebDevelopment #Security
Matthew Setter