Articles by Category: Educational

How to route external and local LLMs with Models-as-a-Service

2026-05-25 07:01
AI applications often face challenges when integrating multiple model providers like OpenAI and Anthropic directly into their code. This can complicate switching models and managing requests. To address this, a gateway can be introduced between applications and model providers, allowing for a consistent API while handling routing separately. With Red Hat OpenShift AI 3.4, the Models-as-a-Service (MaaS) capability simplifies this process, offering centralized governance for both self-hosted...
Edward Arthur Quarm Jnr

Harness, Scaffold, and the AI Agent Terms Worth Getting Right

2026-05-25 00:00
Navigating the evolving landscape of AI Agents can be challenging due to rapidly changing terminology. 🧠 A recent article addresses common terms like "harness" and "scaffold," highlighting confusion even among experienced practitioners. It aims to clarify these concepts without being an exhaustive dictionary. 📚 Understanding these terms is crucial for anyone involved in building or using AI tools. #AI #Terminology #KnowledgeSharing #AIAgents #TechTrends

What ClickHouse learned from a year of coding with AI agents

2026-05-24 14:00
🚀 ClickHouse reflects on a year of using AI coding agents. They've identified three levels of AI-assisted coding: 1️⃣ Copy-pasting from chat. 2️⃣ Agents in CLI or IDE for routine tasks. 3️⃣ Autonomous agents in isolated environments. Initially skeptical, the team found significant improvements with Claude Opus 4.5, enabling daily work on a large C++ codebase. The future looks promising for enhanced productivity! #AI #Coding #ClickHouse #Productivity #TechTrends
Monica White

How to add OpenAI text completion to a Webflow form with a Cloud App

2026-05-22 00:00
🚀 Discover how to enhance your Webflow forms with OpenAI text completion! This article guides you through the steps to build a Webflow form that utilizes the Responses API for efficient text processing. Gain insights from developer Colin Lateano on integrating AI into your web applications. #Webflow #OpenAI #Development #TechTips #WebDesign
Source: Webflow Blog

How to build a serverless app with Neon Postgres and Webflow Cloud

2026-05-22 00:00
🚀 Learn how to build a serverless app by connecting Neon Postgres with Webflow Cloud! This article provides step-by-step guidance on integrating a Neon serverless database into your Webflow application. It’s a useful resource for developers looking to enhance their projects without the complexity of traditional server management. #Serverless #Webflow #NeonPostgres #AppDevelopment #TechTutorial
Source: Webflow Blog

How to build full-text search for Webflow CMS using Elasticsearch and a Route Handler

2026-05-22 00:00
Unlock full-text search for your Webflow site! 🌐 This article explains how to integrate Elasticsearch with a Webflow Cloud Route Handler. It guides users through the steps needed to enhance search functionality on their Webflow CMS. Explore the benefits of more efficient content retrieval for your audience! 📈 #Webflow #Elasticsearch #FullTextSearch #WebDevelopment #CMS
Source: Webflow Blog

How to wire Auth0 to a Webflow Cloud App for server-side session validation

2026-05-22 00:00
🔐 Learn how to integrate Auth0 with Webflow to enhance your cloud app's security. This article provides step-by-step guidance on implementing server-side token validation. It emphasizes the importance of securing gated content through real authentication checks. Explore the process to boost your app's user experience! #Webflow #Auth0 #WebDevelopment #Cybersecurity #CloudApps
Source: Webflow Blog

Automating and Optimizing Financial Signal Discovery with Multi-Agent Systems

2026-05-21 18:31
🚀 In quantitative finance, researchers are optimizing the discovery of financial signals using AI. Traditionally, this process involved manual tasks that slowed down research. Now, with the NVIDIA NeMo Agent Toolkit, a new method automates signal discovery. This system uses three specialized agents: 1. **Signal Agent**: Finds potential signals. 2. **Code Agent**: Converts signals into Python code. 3. **Evaluation Agent**: Tests and refines signals. This multi-agent approach enhances...
Peihan Huo

The Fundamentals of AI: What every curious person should know about how language models work

2026-05-21 17:25
Curious about how language models work? 🤔 This article breaks down the complexities of AI, particularly large language models (LLMs). It explains that LLMs are designed to predict the next word in a sequence, using billions of adjustable parameters to refine their predictions. By understanding core concepts like tokens and zero-shot learning, anyone can grasp the fundamentals of AI without needing a PhD. #AI #LanguageModels #TechEducation #MachineLearning #Innovation
Yuri Kramarz

How to build your first end-to-end AI workflow in n8n

2026-05-21 15:00
🚀 Ready to dive into AI workflows? This article guides you through building an end-to-end AI workflow using n8n. You'll learn to automate a content publishing pipeline, covering essential concepts like triggers, AI integration, and conditional routing. By the end, you’ll know how to set up n8n, fetch data, and send notifications across platforms. 📧✨ Start your automation journey today! #AI #n8n #WorkflowAutomation #TechTutorial #ContentCreation
Monica White

Cisco Partners With College Board to Launch AP Cybersecurity and Expand Career-Connected Learning

2026-05-21 13:44
🚀 Exciting news in education! Cisco has partnered with the College Board to launch AP Cybersecurity, addressing the global shortage of 4.8 million cybersecurity jobs. This new course, starting in the 2026-2027 school year, aims to connect college readiness with career relevance. Students will gain hands-on experience and the opportunity to earn college credit while preparing for the workforce. This initiative bridges the gap between academic learning and real-world skills. #Cybersecurity...
Ryan Rose

A guide to JIT checkpointing with Kubeflow Trainer on OpenShift AI

2026-05-21 07:16
🚀 Learn about Just-In-Time (JIT) checkpointing with the Kubeflow Trainer on OpenShift AI! This guide details how to implement resilient model checkpointing to protect against interruptions during training. It covers both Persistent Volume Claim (PVC) and S3 storage options. Follow the step-by-step instructions and optimize your training process! 📊🔍 #Kubeflow #OpenShiftAI #MachineLearning #DataScience #Checkpointing
Esa Fazal, Hari Haran Rathinakumar

How to manage TLS certificates used by OpenShift GitOps operator

2026-05-21 07:16
🔒 The latest Red Hat OpenShift GitOps operator 1.20.2 enhances TLS certificate management for Argo CD. It supports both the Mozilla CA bundle for widely trusted sources and allows admins to pin additional certificates through a config map. This flexibility enables a mix of public and internal repositories. Real-world challenges include managing wildcard certificates and indirect TLS connections, which Argo CD doesn't automatically handle. Discover the balance between strict certificate...
Oliver Gondža

Configure a split disk on OpenShift Container Platform

2026-05-21 07:16
🚀 Managing disk space is crucial for AI/ML workloads on Red Hat OpenShift. The new **split disk configuration** directs newly pulled container images to a separate filesystem, keeping the boot disk focused on runtime data. This setup enhances disk space allocation and is particularly useful for environments running large images. The article guides through the configuration process for OpenShift 4.22 on AWS and GCP. For optimal performance, consider this developer preview feature! #OpenShift...
Neeraj Krishna Gopalakrishna

How Partition Access Visualizations Reduced our Data Lake S3 Cost by 33%

2026-05-21 00:00
Yelp's data team tackled the challenge of understanding data usage by visualizing access patterns. 📊 These visualizations reveal distinct usage types—ad hoc queries, daily jobs, and backfills—helping data owners identify stakeholders and optimize their data management. As a result, they successfully reduced S3 costs by 33% while enhancing data efficiency and user insights. 💸 Explore how data-driven decisions can transform analytics! #DataAnalytics #CostEfficiency #DataVisualization...
Nick Del Nano, Data Streaming

What is AI observability (and how does it work)?

2026-05-21 00:00
AI observability ensures that AI systems are not just operational but functioning correctly. It focuses on monitoring performance and understanding how AI models behave in real-time. Key components include tracking metrics, identifying anomalies, and providing transparency in decision-making processes. As we look toward 2026, understanding these aspects will be crucial for developers and organizations. 🌐🤖 #AIObservability #TechInsights #MachineLearning #AI #DataScience
Jesse Sumrak

Built for Productivity: What the Data Finally Shows About Kotlin

2026-05-20 20:44
Kotlin's design prioritizes developer productivity, focusing on convenience over complexity. A recent JetBrains study shows Kotlin developers spend 15%-20% less time on tasks compared to Java, emphasizing its efficiency. Key features like data classes, null safety, and coroutines enhance code readability and reduce boilerplate. These elements collectively make coding smoother and more efficient. Explore how Kotlin's pragmatic approach shapes development! 🚀💻 #Kotlin #Productivity...
Alina Dolgikh

Mastering Agentic Techniques: AI Agent Customization

2026-05-20 20:00
Unlock the potential of AI with effective customization! 🤖✨ Autonomous AI agents can handle various business tasks like routing logistics and triaging support tickets. To enhance their performance, customization is key. This article outlines nine techniques for tailoring AI agents, emphasizing the importance of adapting them to specific workflows. From simple prompt changes to advanced methods like reinforcement learning, each approach has its own pros and cons. Learn how to make your AI...
Edward Li

Is AI flattening your team’s creativity? Here’s how to tell.

2026-05-20 18:15
Is AI impacting your team's creativity? 🤔 The article from Atlassian discusses how AI can lead to "good enough" solutions, potentially stifling deep thinking and innovation. This phenomenon, termed satisficing, may encourage teams to settle for AI-generated ideas without thorough consideration. To address this, Atlassian introduces the AI Collaboration Framework. This tool helps teams balance AI use and human judgment, ensuring creativity thrives. Avoid the pitfalls of AI-induced groupthink...
esarasohn

A Practical Guide to Profiling in Go

2026-05-20 11:44
Discover how to effectively use Go's built-in profiling tool, pprof, in your development process! 📊 This article outlines the challenges developers face with profiling and emphasizes its importance in identifying CPU bottlenecks and memory issues. It explains various profiling types, including CPU, memory, block, mutex, and goroutine. Learn how to generate reports and analyze program performance easily with GoLand! #GoLang #Programming #Profiling #SoftwareDevelopment #TechTips
Dominika Stankiewicz

Relocating With JetBrains: What to Expect

2026-05-20 08:37
🌍 JetBrains believes that top talent knows no borders. To support international relocation, they invest in resources to help employees move across countries and join their global teams. Over 90 colleagues relocated last year, with many rating their experience positively. The process includes guidance from relocation specialists and HR teams to ease the transition. JetBrains aims to make moving as smooth as possible, ensuring newcomers feel supported from arrival to settling in. #JetBrains...
Grete Kivi

NVIDIA-Verified Agent Skills Provide Capability Governance for AI Agents

2026-05-19 23:40
NVIDIA is enhancing the capabilities of autonomous AI agents through verified skills. These skills ensure transparency and trust by detailing their origins, risks, and modifications. This means developers can confidently extend their agents in real workflows. 🛠️✨ NVIDIA agent skills are portable instruction sets that guide AI agents in using NVIDIA tools effectively. They come with documentation and regular updates to ensure reliability. Learn more about how these verified skills can improve...
Moshe Abramovitch

Automate Data & KPI Monitoring with SQL Alerts

2026-05-19 21:04
🚀 Automate your data monitoring with Databricks SQL Alerts! This new tool transforms manual checks into automated monitoring. Users can define metrics in SQL and receive notifications when conditions are met. With over 4,000 customers already on board, SQL Alerts helps teams catch issues early and maintain consistent oversight. No more manual routines—monitoring is simplified! 📊🔍 #DataMonitoring #SQLAlerts #Automation #BusinessIntelligence #DataQuality

Mastering Agentic Techniques: AI Agent Evaluation

2026-05-19 20:00
Evaluating AI models and agents serves different purposes. Model evaluation tests a foundation model's capabilities, focusing on static tasks and predefined inputs. Benchmarks like MMLU and GSM8K are commonly used to measure performance. In contrast, agent evaluation examines a system's behavior in dynamic environments, assessing its planning and tool usage. This article outlines key differences and offers tips for effective AI agent evaluation. 🤖📊 #AIEvaluation #MachineLearning #TechInsights...
Edward Li

How to Build Real-Time Fraud Detection using Spark Real-Time Mode and Lakebase

2026-05-19 19:30
🚨 Card fraud can happen in seconds, making timely detection crucial. Traditional systems often face delays due to batch processing. However, Spark Real-Time Mode and Lakebase offer a solution by streamlining the fraud detection process. These technologies enable organizations to process data quickly, apply machine learning models, and deliver clear fraud scores, all within one platform. This approach allows for immediate action on fraudulent transactions, protecting revenue and customer...

HubSpot Date-based API Versioning Migration Playbook

2026-05-19 14:35
🚀 Exciting news for developers and builders using HubSpot! The new playbook guides you in shifting API versioning from reactive responses to a scheduled maintenance workflow. This transition ensures smoother integrations and minimizes risks. Whether you're coding or managing automations, the playbook serves as a vital resource, offering checklists and steps to maintain essential workflows and validate changes. Key steps include auditing API usage and determining safe actions for version...
hseligson@hubspot.com (Hannah Seligson)

MemEx: A Programmable Scratchpad for LLM Agents

2026-05-19 09:01
Introducing MemEx: A new solution inspired by Vannevar Bush's 1945 vision for managing information overload. The Databricks AI Research Team has developed MemEx, a programmable scratchpad for LLM agents that addresses the limitations of current context windows. This innovation helps improve how agents handle large data outputs by allowing them to summarize and store information more efficiently. MemEx aims to enhance the performance of enterprise structured retrieval tasks, ensuring that...

Debugging image mode with Red Hat OpenShift 4.20: A practical guide

2026-05-19 07:01
🔧 Debugging image mode in Red Hat OpenShift 4.20 can be complex but manageable. This practical guide outlines the debugging process across three key stages: 1️⃣ **MachineOSConfig (MOSC) Creation**: This is where the custom OS image blueprint is defined. Watch for configuration errors, missing secrets, and registry specifications. 2️⃣ **MachineOSBuild (MOSB) Execution**: Here, the actual image build occurs. Monitor build status and check for job failures or image pull errors. 3️⃣ **Image...
Sergio Regidor de la Rosa

A Guide to Auth0 Authorization with Scopes, Roles, and Client Grants Explained

2026-05-19 00:00
Mastering Auth0 authorization is essential for secure applications. Understanding the relationship between scopes, roles, and client grants can help prevent security breaches. Authentication verifies user identity, while authorization defines what users can do. A strong authorization strategy follows the Principle of Least Privilege, ensuring users only have necessary permissions. Key components include: - **Roles**: Groups of permissions assigned to users. - **Permissions**: Specific actions...
Source: Auth0 Blog

Chatbot vs conversational AI: what's the difference?

2026-05-19 00:00
Understanding the difference between chatbots and conversational AI is essential for businesses. 🤖 Chatbots are designed for specific tasks, while conversational AI can understand and process natural language, allowing for more complex interactions. For those looking to implement these technologies, the article provides insights on how to start. #Chatbots #ConversationalAI #TechInsights #AI #BusinessSolutions
Jesse Sumrak

From Jira to PR: How we built agent-driven pipelines for design system changes

2026-05-19 00:00
🚀 We explored how to enhance our design system with agent-driven pipelines. Initially, our coding agent struggled without specific context, often making errors that required manual corrections. To improve its performance, we focused on making tacit knowledge explicit through detailed skills for common workflows. This shift resulted in agents producing higher-quality PRs, streamlining the review process. Our findings highlight the importance of clear instructions and proper context for...
info@1password.com (Nancy Wang; Wayne Duso; Katie Davis; Matt Davey)

Gmail’s top 10 sender issues: what senders need to know

2026-05-19 00:00
📧 Gmail has identified the "Top 10 Sender Issues" that email senders should be aware of. These insights can help improve your email program and ensure better delivery rates. Understanding these issues is essential for effective communication. Check the full list to avoid common pitfalls! #EmailMarketing #Gmail #SenderIssues #DeliveryRates #EmailBestPractices
Denis O'Sullivan

What AI Tools, MCP Servers, and Skills Actually Do

2026-05-19 00:00
Understanding AI tools, MCP servers, and skills is essential for developing effective AI agents. AI tools, often referred to as functions, allow language models to perform specific actions. They enable models to access live data and interact with various systems, acting as the "hands" of AI. MCP servers and skills offer different solutions at various architectural levels. The introduction of skills raises debates about the relevance of MCP. Each component plays a unique role in enhancing AI...
Source: Auth0 Blog
Andrea Chiarelli

Interviews Aren’t About You (Sorry)

2026-05-18 16:02
Interviews are not just about showcasing your skills; they focus on solving hiring managers' problems. Candidates often emphasize their achievements, but successful ones understand the real issue behind the role. Instead of performing, they ask insightful questions to uncover the team's challenges. By connecting their experience directly to these problems, candidates can demonstrate relevance and empathy. This approach shifts the conversation from a scripted pitch to a meaningful dialogue....
Greg Hatchuk

Announcing the Databricks analytics engineer learning pathway

2026-05-18 14:46
🚀 Exciting news from Databricks! They have launched a new Analytics Engineer Learning Pathway aimed at SQL practitioners. This program focuses on essential skills like data modeling, building pipelines, defining metrics, and utilizing Genie spaces. This initiative aims to strengthen the foundations of analytics and AI by enhancing the capabilities of SQL experts. #Databricks #Analytics #LearningPathway #SQL #DataEngineering

Better Experiments with LLM Evals — A funnel, not a fork

2026-05-18 13:27
Discover how LLM evals are transforming A/B testing at Spotify! 📊 These automated judges assess relevance, coherence, and quality, improving the success rate of experiments. Only 12% of tests yield positive results, but 64% provide valuable insights. LLM evals help identify promising candidates before testing, ensuring experiments focus on driving business outcomes. They generate hypotheses and verify improvements, but experiments are still needed to confirm user responses. Learn more about...
Spotify Engineering

Deploy with confidence: Continuous integration and continuous delivery for agentic AI

2026-05-18 07:01
🚀 Discover how our team implemented CI/CD pipelines for the it-self-service-agent AI quickstart! In this article, we explore the importance of continuous integration and delivery in developing agentic AI systems, which rely on variable large language models. Our approach enhances development speed and reliability by incorporating rigorous testing and evaluation. Learn more about the key strategies we utilized and how they can benefit your projects. #AIDevelopment #CICD #AgenticAI #RedHatAI
Michael Dawson, Tommy Hughes, Linoy Bitan, Tomer Golan, Fabio Massimo Ercoli

Build a Voice and SMS AI Agent with Twilio Agent Connect and Microsoft Azure

2026-05-18 00:00
🚀 Learn how to deploy a voice and SMS AI agent using Twilio Agent Connect and Microsoft Azure! The article details the process of utilizing Azure Container Apps, the Azure Developer CLI, Python, and FastAPI for this integration. This guide is perfect for developers looking to enhance their applications with AI capabilities. 📱💻 #Twilio #MicrosoftAzure #AI #TechTutorial #Developers
Paul Kamp