Articles by Category: Educational

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

How To Deploy an Open Source Version of NotebookLM

2025-11-12 22:00
🚀 Explore the open-source alternative to NotebookLM! NotebookLM, an AI tool by Google, helps users manage and connect information from various sources. However, Open Notebook offers a self-hosted solution that prioritizes privacy and security, allowing you to choose from over 16 AI providers. Interested in deploying Open Notebook? You'll need Docker installed and a compatible computer. The article provides step-by-step instructions to get you started on Ubuntu Server 24.04. 🔗 #OpenSource #AI...
Jack Wallen

Why the Frontend Should Run AI Models Locally With ONNX

2025-11-12 18:00
Frontend developers are encouraged to rethink how they integrate AI models in applications, according to Angular consultant Sonu Kapoor. He emphasizes the potential of running AI models locally using ONNX, rather than relying on cloud-based solutions. This shift can enhance performance and data privacy, especially in sensitive sectors like FinTech and healthcare. 🏦🔒 Kapoor notes that local models can improve user experience by providing instant feedback and maintaining functionality even when...
Loraine Lawson

What Developers Really Mean by “Bad Code”

2025-11-12 15:43
Understanding "bad code" is essential for developers and project managers. 🖥️ This term encompasses various coding issues like bugs, security vulnerabilities, and low readability, which can hinder maintenance and scalability. Factors like confusing variable names and lack of documentation contribute to a codebase being labeled as "bad." It's important to recognize that the definition of bad code can vary based on context. Key indicators include difficulty in understanding, maintenance...
Kerry Beetge

Stretch Your Imagination and Build a Delightful Sign-In Experience

2025-11-12 05:00
Transform your sign-in experience with Okta's customizable Sign-In Widget (SIW)! 🎨 This JavaScript component allows you to tailor your login interface while ensuring top-notch identity security. With SIW, you can implement various authentication methods, including multi-factor authentication and social login, without complex backend management. In a recent tutorial, steps are provided to customize the SIW for a to-do app, including changing fonts, colors, and layout elements. Using design...

VoIP texting: What it is and how to do it right

2025-11-12 00:00
📱 Did you know your VoIP number can be used for texting? VoIP texting allows businesses to send and receive SMS through the internet, maintaining their existing phone identity. This method offers high engagement rates, with SMS having an open rate of 98%. It's a cost-effective way to interact with customers globally. Learn how to leverage VoIP texting for your business and integrate it with tools like Twilio for better communication. #VoIPTexting #BusinessCommunication #CustomerEngagement...
Alvin Lee, Ravleen Kaur

The 4 Ways AI Code Is Breaking Your Repo (And How To Fix It)

2025-11-11 18:00
🚀 AI tools like Copilot and ChatGPT can enhance coding, but there are limitations. Breaking requests into smaller parts helps generate cleaner code, yet isolated outputs lack connection and context. Each new chat forgets previous work, making it hard to reuse or improve code. Composable architecture offers a solution, providing a structured system for versioning and collaboration. Tools like BitCloud and Hope AI help integrate generated components, ensuring they persist beyond individual...
Laly Bar-Ilan

React’s UseEffect Is a Crime Scene Covered in Fingerprints

2025-11-11 15:16
React's useEffect has become a common source of confusion in many codebases. What was meant to clarify side effects often leads to complex re-render loops and chaotic components. Developers frequently rely on useEffect for various tasks, which can create a tangled web of dependencies and hinder proper data flow. This reliance stems from a cultural norm that accepts quick fixes rather than pursuing a disciplined approach to code architecture. A change in mindset is necessary; useEffect should...
Alexander T. Williams

Four years on writing a tech book: pitching to a publisher

2025-11-11 10:45
In 2019, the journey to write "The Software Engineer’s Guidebook" began, initially expected to take only 6-12 months. 📅 However, it took 4 years to complete. The book has received positive feedback, becoming a #1 bestseller in two Amazon markets and selling around 40,000 copies in 24 months. 🌍📚 Originally aiming for traditional publishing, the author’s experience taught valuable lessons about the publishing landscape and pitching. The article shares insights on the tech book publishing...
Gergely Orosz

Building AI Agents in Kotlin – Part 1: A Minimal Coding Agent

2025-11-11 08:35
🚀 Building AI Agents in Kotlin has begun! This article introduces the concept of agents as LLMs that autonomously call functions until completing a task. It emphasizes the balance between granting too many or too few capabilities to the agent. The series will guide readers on creating a coding agent step by step, using the Koog framework to navigate codebases and make changes. Stay tuned for more insights! 🌟 #AI #Kotlin #CodingAgents #Koog #LLM
Fatimazahra El Akkary

Training XGBoost Models with GPU-Accelerated Polars DataFrames

2025-11-10 19:30
🚀 The latest release of XGBoost enhances interoperability within the PyData ecosystem, now integrating with Polars DataFrames for streamlined data handling. This article details how to utilize Polars' GPU engine with XGBoost, focusing on lazy evaluation and the new category re-coder. 📊 Setting up requires installing the necessary libraries, including GPU-enabled Polars. This setup optimizes workflows and improves performance in model training. 📈 #DataScience #MachineLearning #XGBoost #Polars...
Jiaming Yuan

The LLM Flywheel Effect: AI That Writes and Tests Documentation

2025-11-10 19:00
🚀 The article discusses how AI assistants can enhance project documentation by writing and testing instructions. To onboard a team member on setting up a Mac environment, the author utilized AI to create and iterate documentation. This led to the concept of the "flywheel effect," where AI helps users improve workflows efficiently. 🔑 A key component is the MCP server, allowing AI agents to read and write files, though configuration management remains a challenge. This approach demonstrates the...
Jon Udell

3 ways engineering leaders can reduce cognitive load and process friction

2025-11-10 17:00
🚀 Engineering leaders can enhance developer experience by addressing two key issues: cognitive load and process friction. Cognitive load refers to the mental effort needed for engineers to complete tasks. Excessive load can lead to mistakes, reduced creativity, and slower progress. Process friction involves barriers in workflows, such as inefficient tooling or delays from other teams. While some friction is necessary, excessive friction can frustrate engineers and impact job satisfaction. By...
Lauren Dyer

How to Achieve 4x Faster Inference for Math Problem Solving

2025-11-10 16:44
Unlock the potential of large language models for math problem solving! This article outlines how to achieve 4x faster inference using the NVIDIA NeMo-Skills library and TensorRT-LLM. Key steps include preparing an OpenMath model, integrating ReDrafter for decoding, and launching an optimized inference server. It’s designed for those with access to NVIDIA H100 GPUs or similar setups. #AI #NVIDIA #MachineLearning #Math #TechInsights
Igor Gitman

React Router 7 apps can now be deployed to Edge Functions

2025-11-10 15:56
🚀 Exciting news for developers! React Router 7 apps on Netlify can now be deployed to Edge Functions, enhancing performance by reducing latency and cold start times. To get started, ensure you are on React Router version 7.9.0 or later and update the Netlify plugin. Choose Edge Functions for minimal latency and larger request bodies. Opt for Serverless Functions when dealing with centralized APIs or CPU-intensive tasks. For further details, check out the Netlify React Router plugin docs....
Source: Netlify Blog

How to develop Red Hat Enterprise Linux applications on other Linux distributions or Microsoft Windows

2025-11-10 07:00
Developing applications for Red Hat Enterprise Linux (RHEL) can be done effectively on various platforms, including other Linux distributions and Microsoft Windows. One approach is using Toolbx on Linux, which creates a native command-line environment within a container. This allows developers to run RHEL applications seamlessly across different Linux versions. Alternatively, on Windows, the Windows Subsystem for Linux (WSL) enables a full Linux experience, integrating tools from both...
Louis Imershein

Integrating Twilio and Zendesk for SMS Messaging

2025-11-10 00:00
Learn how to integrate Twilio and Zendesk for SMS messaging in this informative tutorial. 📲 The article outlines the use of webhooks to facilitate this integration, enhancing communication capabilities for businesses. Explore the step-by-step process to streamline SMS interactions with customers. #Twilio #Zendesk #SMSIntegration #TechTutorials #CustomerService
Amanda Lange

Secure AI agent deployment to GKE

2025-11-10 00:00
🚀 Deploying AI agents to Google Kubernetes Engine (GKE) is made simple with GitLab's integration! This tutorial covers how to set up secure deployments, offering full control over your infrastructure and seamless CI/CD integration. Key benefits include: - Full infrastructure control - No complex workarounds - Automatic scaling Prepare by enabling necessary APIs and creating your GitLab project and GKE cluster before diving into the deployment process. #AIAgents #GoogleCloud #GitLab...
Source: GitLab Blog
Regnard Raquedan

Unix: OpenSolaris Lives on in This OpenIndiana Fork

2025-11-09 15:00
OpenIndiana is a Unix operating system, not a Linux distribution, based on the now-abandoned OpenSolaris project. 🌐 Originally launched by Sun Microsystems in 2005, it was designed for x86-64 computers and aims to continue the legacy of OpenSolaris. It's particularly suited for users familiar with Unix. 💻 While it features a user-friendly MATE desktop environment, OpenIndiana is best for those with prior knowledge of Unix or Linux. If you're curious about a Unix-like system, this OS might be...
Jack Wallen

An Observability Veteran on AI’s ‘Intoxicating’ Potential

2025-11-08 16:00
🔍 Troubleshooting software hinges on effective observability, which involves collecting and analyzing telemetry data to understand system behaviors. Generative AI is emerging as a promising tool to streamline this process, particularly in troubleshooting tasks. Telemetry, generated during normal operations, includes various signals like logs, metrics, and traces, but it often requires filtering and context for meaningful analysis. AI has the potential to enhance instrumentation, but its...
Michele Mancioppi

How To Build WebAssembly Components With the MoonBit Language

2025-11-08 15:00
🌐 Discover the capabilities of the MoonBit language for building efficient WebAssembly projects! MoonBit now supports the Web Component model, allowing for straightforward integration. It simplifies the implementation of basic functionality while ensuring type safety. The article includes a brief refresher on the language and guides on installing necessary tools for development. Learn more about the evolution of MoonBit and its features! 🚀💻 #WebAssembly #MoonBit #Programming #TechNews...
David Eastman

Monitor Docker Containers Across Servers With Beszel

2025-11-07 22:00
🚀 Monitor your Docker containers with ease using Beszel! Beszel offers a centralized dashboard to track resource usage across multiple machines running Docker. You can deploy a container on one machine and agents on others for seamless monitoring. Key features include: - User-friendly web interface - Simple setup - Automatic backups - Multiuser support - API access To get started, ensure you have Docker installed on your machines. Then, follow the straightforward deployment steps to set up...
Jack Wallen

Build Terraform Modules That Your Team Will Actually Reuse

2025-11-07 18:00
🚀 Many organizations face challenges with Terraform module adoption, including version fragmentation and breaking changes. This article discusses how to improve modular design for better team collaboration. Key strategies include separating concerns by creating single-purpose modules, allowing for greater flexibility and reuse. Learn how to transform your infrastructure management! 🔧💻 #Terraform #DevOps #Infrastructure #SoftwareEngineering #CloudComputing
Rak Siva

Building an Interactive AI Agent for Lightning-Fast Machine Learning Tasks

2025-11-07 17:44
🚀 Data scientists often face challenges in preparing large datasets, which can slow down machine learning tasks. A new interactive AI agent has been prototyped to simplify this process. Using NVIDIA's GPU acceleration, the agent helps translate user intent into optimized workflows, allowing for faster exploration and analysis of data. Developers can interact with the agent through natural language, speeding up tasks from data processing to model evaluation. Explore the architecture and...
Allison Ding

Apptainer for Docker Developers: A Comprehensive Guide

2025-11-07 14:00
Discover Apptainer, the open-source container platform tailored for secure high-performance computing (HPC) environments. This guide offers Docker developers insights into Apptainer's installation and usage on Linux, emphasizing its compatibility with Docker images. Learn how to install Apptainer on Ubuntu and understand its unique features like the Singularity Image Format (SIF), designed for portability and security in multi-user systems. Explore the potential of Apptainer for your next HPC...
Janakiram MSV

Automate VM golden image builds for OpenShift with Packer

2025-11-07 08:15
Automating VM golden image builds for OpenShift is made easy with Packer! 🖥️✨ This tool helps create consistent, pre-configured VM templates, ensuring every image has the right OS settings and security patches. The article covers how to use Packer with the KVM plugin for Red Hat OpenShift Virtualization. Key benefits include: - Automation of image creation 📦 - Easy customization of software and settings - Reduced risk of errors Explore how Packer streamlines your VM image management!...
Giovanni Fontana

Improving code quality - Session 52: Prune branches and wither roots

2025-11-07 02:00
🚀 Dive into code quality with insights from Munetoshi Ishikawa! This week’s focus is on structuring code for different account types in an app. The article compares two approaches: separating by account type vs. UI elements. Option 2, which organizes code by UI elements, enhances readability and robustness. For developers looking to improve their coding practices, this session offers valuable techniques! #CodeQuality #SoftwareDevelopment #BestPractices #ProgrammingTips