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Tuesday, August 05, 2025

Retrieval-augmented generation with Llama Stack and Python

2025-08-05 07:01
🚀 Learn how to implement retrieval-augmented generation (RAG) using Python and Llama Stack! This article explores how RAG enhances AI responses by providing relevant context from documents, like Node.js reference architecture. By transforming data into vectors, the application retrieves pertinent document chunks to improve answer quality. The setup process involves running a Llama Stack instance and managing vector databases for efficient data handling. For developers interested in leveraging...
Michael Dawson

Introducing incident detection in Red Hat Advanced Cluster Management for Kubernetes 2.14

2025-08-05 07:01
🚀 Red Hat Advanced Cluster Management for Kubernetes 2.14 introduces incident detection, helping teams manage alert storms more effectively. This feature groups related alerts into manageable incidents, allowing for better root cause analysis and prioritization. To utilize this, install the Cluster Observability Operator on each cluster. It simplifies navigation between incidents within managed clusters. For installation details and to explore this feature, check the latest documentation....
Tomas Remes, Luiz Bernardo Levenhagen

How to deploy multiple OpenStack environments on OpenShift

2025-08-05 07:01
Red Hat OpenStack Services on OpenShift introduces a new deployment architecture that enhances Infrastructure-as-a-Service (IaaS) environments. This architecture utilizes distributed control plane services in pods, which significantly reduces resource consumption compared to previous versions. A key feature of the latest release is the ability to run multiple OpenStack Services across different namespaces within the same OpenShift infrastructure, supporting development, staging, testing, and...
Gil Rosenberg

AI in Action Hackathon: Celebrating the GitLab innovations

2025-08-05 00:00
🚀 The AI in Action Hackathon, held from May 6 to June 17, 2025, invited developers to explore AI solutions for a chance at a $50,000 prize pool. This collaboration between Google Cloud, MongoDB, and GitLab aimed to enhance DevSecOps practices, allowing participants to leverage powerful tools for innovative projects. 🌟 Notable winners included: - **Pipeline Doctor**: Uses AI for root cause analysis, improving CI/CD reliability. - **Agentic CICD**: Automates DevSecOps tasks, enhancing software...
Source: GitLab Blog
Nick Veenhof

How Auth0 Mitigates OWASP’s Agentic AI Threats

2025-08-05 00:00
🌐 AI-powered agents are transforming industries, but they also bring significant security risks. Auth0 addresses these challenges highlighted by OWASP's recent report on Agentic AI threats. Key risks include data breaches and regulatory non-compliance, which can erode customer trust. Traditional security measures often fall short for autonomous AI. Organizations must implement robust security from the start when developing GenAI applications. 🔐 #CyberSecurity #AI #GenAI #Auth0 #OWASP
Source: Auth0 Blog
Mallory Sword Glenn

How to Send an MMS With Rust

2025-08-05 00:00
📱 Learn how to send an MMS using Rust with Twilio's Programmable Messaging API! This tutorial builds on a previous SMS guide, introducing the Multimedia Messaging Service (MMS), which allows sending images, audio, and more. While Rust lacks a dedicated SDK from Twilio, you can utilize Crates like Reqwest and Serde to simplify the process. You'll need Rust, a Twilio account, and a mobile device. Ready to get started? #Rust #MMS #Twilio #Programming #Coding
Matthew Setter

Leaning into AI, ML, and observability to manage your ever-growing infrastructure

2025-08-05 00:00
🚀 The landscape of IT infrastructure is rapidly changing with AI and ML enhancing software development and orchestration. As systems scale, the need for advanced observability tools has become crucial. This transformation reveals gaps in current tools, affecting data volume, fidelity, and root cause analysis. To address these challenges, the article outlines four key technologies essential for modern observability. #AI #MachineLearning #Observability #ITInfrastructure #TechTrends
Source: Elastic Blog
Ty Bekiares

Secure CakePHP with One-Time Password Verification Using WhatsApp

2025-08-05 00:00
Enhance your CakePHP security with One-Time Password (OTP) verification via WhatsApp! 📱🔒 This tutorial guides you through the process of integrating the Twilio WhatsApp Business API for user authentication. Learn to create login and verification pages that streamline user access while boosting security. Prerequisites include PHP 8.3+, a Twilio account, and basic CakePHP knowledge. #WebDevelopment #CakePHP #Twilio #UserSecurity #WhatsApp
Isijola Jeremiah

Welcome GPT OSS, the new open-source model family from OpenAI!

2025-08-05 00:00
🚀 Exciting news from OpenAI! They have launched GPT OSS, a new open-source model family featuring two versions: gpt-oss-120b with 117B parameters and gpt-oss-20b with 21B parameters. Both models utilize a mixture-of-experts design for efficient performance. These models are licensed under Apache 2.0, promoting safe and responsible use. OpenAI aims to enhance accessibility in AI through this release. #OpenAI #GPTOSS #MachineLearning #AICommunity #OpenSource

Monday, August 04, 2025

CUDA Pro Tip: Increase Performance with Vectorized Memory Access

2025-08-04 21:05
Boost your CUDA performance by addressing bandwidth limitations! 🌐 Bandwidth-bound kernels are becoming more common due to the increasing ratio of flops to bandwidth in new hardware. To enhance bandwidth utilization, consider using vector loads and stores in your CUDA C++ code. Check out the provided memory copy kernel example, which uses grid-stride loops to improve efficiency. 📊 #CUDA #PerformanceOptimization #ProgrammingTips #TechInsights #NVIDIA
Justin Luitjens

How Docker MCP Toolkit Works with VS Code Copilot Agent Mode

2025-08-04 20:10
Unlock the potential of your development workflow! 🚀 The article explores how Docker's Model Context Protocol (MCP) Toolkit integrates with VS Code’s GitHub Copilot Agent Mode. This combination enhances productivity by allowing autonomous coding workflows with improved security and automation. Key features of the MCP Toolkit include modular components for various tasks and strict access controls for security. 🛡️ For a step-by-step setup guide, check out the article to get started with these...
Source: Docker Blog
Hamida Rebaï

Navigating GPU Architecture Support: A Guide for NVIDIA CUDA Developers

2025-08-04 20:01
🚀 Are you developing with NVIDIA CUDA? You may have seen warnings about offline compilation for architectures prior to '_75' being phased out. This is a heads-up for developers to update their practices. The NVIDIA software stack consists of two main components: the CUDA Toolkit for building applications and the NVIDIA Driver for running them. The driver interfaces directly with GPU hardware and comes in three branches: New Feature Branch, Production Branch, and Long-Term Support Branch. Each...
Jonathan Bentz

Hard Questions: What You Should Really Be Asking Your Hardened Image Provider Before You Press the Buy Button

2025-08-04 19:08
When considering hardened image providers, it’s essential to go beyond buzzwords like "zero-CVE." Understanding their update and patch management processes is crucial. Ask how quickly they can respond to serious vulnerabilities and their SLAs on updates. Also, inquire about their modification processes. Knowing how to adjust images without compromising security is vital for maintaining your workflows. For more insights on essential questions to ask, check the full article. 🔍💻 #CyberSecurity...
Source: Docker Blog
Christian Dupuis

NVIDIA CUDA-Q 0.12 Expands Toolset for Developing Hardware-Performant Quantum Applications

2025-08-04 19:00
🚀 NVIDIA CUDA-Q 0.12 has been released, bringing new simulation tools for quantum application development. The update allows researchers to access detailed statistics on individual simulation runs, aiding in areas like noise correlation and circuit benchmarking. New features also enhance the CUDA-Q dynamics backend, improving support for multidiagonal sparse matrices and generic super-operators. This open-source project includes community contributions and Python 3.13 support. For more...
Pradnya Khalate

How AI Boosted Performance Engineering Productivity

2025-08-04 18:59
🚀 In the latest "Engineering Energizers" Q&A, we spotlight Zak Zimmerman, Director of Software Engineering at Salesforce. Zak leads the Data Cloud Performance Engineering team, enhancing how they analyze performance data and automate systems using AI tools. The team focuses on ensuring performance, scalability, and reliability within Data Cloud, addressing challenges from massive data influxes. They employ AI to streamline data processing and visualize insights more effectively. Learn how AI...
Scott Nyberg

IntelliJ IDEA 2025.2 Is Here!

2025-08-04 17:08
🚀 IntelliJ IDEA 2025.2 has officially launched! This version offers updates aimed at enhancing productivity and code quality. Users can download it from the website, update through the IDE, or use the Toolbox App. Key highlights include smarter AI workflows, support for Java 25 Early Access, and improvements for Spring developers. For more details, visit the newly redesigned What’s New page. Check it out and explore the features today! 🔍💻 #IntelliJIDEA #SoftwareUpdates #Coding #Java...
Maria Kosukhina

How to Enhance RAG Pipelines with Reasoning Using NVIDIA Llama Nemotron Models

2025-08-04 17:00
Unlocking the potential of retrieval-augmented generation (RAG) systems involves addressing user queries that are vague or carry implicit intent. 🤔 The article discusses how NVIDIA's Nemotron LLMs enhance RAG pipelines through advanced query rewriting techniques. This process optimizes user prompts for better information retrieval, improving the relevance of results. 📈 Techniques like Q2E, Q2D, and chain-of-thought query rewriting help bridge gaps in understanding, leading to more accurate...
Nicole Luo

AWS Weekly Roundup: Amazon DocumentDB, AWS Lambda, Amazon EC2, and more (August 4, 2025)

2025-08-04 16:23
🚀 This week, AWS announced several key updates across its services. 🔹 Amazon DocumentDB Serverless is now live, providing a fully managed MongoDB API-compatible database. 🔹 The Amazon Q Developer CLI allows for custom agent creation to streamline specialized tasks. 🔹 Amazon Bedrock now supports DOC/DOCX files and H.265 video files for enhanced data processing. 🔹 AWS Lambda increases response streaming payload size to 200 MB, improving performance. For the full details, check the article! #AWS...
Source: AWS Blog
Danilo Poccia

Agent Learning from Human Feedback (ALHF): A Databricks Knowledge Assistant Case Study

2025-08-04 16:15
Discover the innovative concept of Agent Learning from Human Feedback (ALHF) in the latest Databricks blog. ALHF allows agents to learn from minimal natural language feedback, enhancing their adaptability in specialized enterprise environments. The case study highlights its application in the Databricks Agent Bricks Knowledge Assistant, showcasing significant improvements in answer quality with limited expert feedback. This approach addresses the challenges of tuning AI systems by enabling...

AMD TressFX 5.0 for Unreal Engine 5 is now available

2025-08-04 16:00
🌟 AMD has launched TressFX 5.0 for Unreal Engine 5.4, enhancing realistic hair and fur simulation. Key updates include support for Lumen ray tracing, deep shadow approximation, and continuous LOD. This version is designed for seamless integration into your Unreal projects. To install, ensure you are a registered Unreal developer and follow the simple integration steps. #AMD #UnrealEngine #TressFX #GameDev #Simulation

Cross-pollination as a strategic advantage for forward-thinking organizations

2025-08-04 16:00
Innovation is key for growing organizations, and fostering a culture of cross-pollination can enhance this. 🌱 By sharing knowledge across teams, companies can combat stagnation and encourage fresh ideas. Leaders play a vital role in creating an environment where employees feel safe to share and explore new concepts. 🤝 This approach not only boosts engagement but also helps teams understand how their work contributes to broader goals. #CrossPollination #Innovation #Teamwork #Leadership...
Phoebe Sajor

Doing hybrid cloud right: Taking the complexity out of infrastructure management

2025-08-04 16:00
Navigating hybrid cloud management can be challenging. As AI adoption increases, organizations must modernize their cloud infrastructure for effective governance and management. 🌐 Gartner predicts that by 2027, 90% of organizations will embrace hybrid cloud models, yet many face complexities due to fragmented tools and inconsistent processes. 🚧 To improve efficiency, organizations should empower platform teams to standardize workflows and enhance collaboration between infrastructure and...
Hari Sankaran

JetBrains AI Assistant Update: Better Context, Greater Offline Flexibility, Deeper IDE Integration

2025-08-04 15:06
🚀 JetBrains AI Assistant has received a significant update! Key features include smarter code completion with support for more languages and file types like SQL and Markdown. The improved Mellum model enhances context-awareness for better results. Project rules now allow for consistent instructions, making it easier to maintain coding standards across teams. Additionally, users can connect local models for offline flexibility and attach images in chats for quicker analysis. #JetBrains #AI...
Anna Maltseva

DataGrip and Database tools UX Survey #2 Results

2025-08-04 14:01
🚀 Exciting updates from the DataGrip community! The second UX Survey results are in, highlighting key improvements made from your feedback. Significant changes include faster introspection, editable results for SELECT queries, and new AI-powered features. The survey also expanded to gather insights on user experiences and team collaboration with database tools. Discover more about the findings and upcoming enhancements in DataGrip! #DataGrip #UXSurvey #DatabaseTools #AI #UserExperience
Dmitry Romanov

Building a human-computer interface for everyone

2025-08-04 14:00
Discover how Meta's Reality Labs is advancing human-computer interaction with wrist-worn devices using surface electromyography (sEMG). 🤖 Their research focuses on creating a universal input device that adapts to different users. Generalization remains a key challenge, as existing models often cater to individual gestures. Listen to the latest episode of the Meta Tech Podcast to learn more about this innovative approach! 🎧✨ #HumanComputerInteraction #TechInnovation #MetaTech #sEMG #Podcast

Automotive Document Intelligence with MongoDB Atlas Search

2025-08-04 14:00
🚗 The automotive industry faces challenges in accessing vital documentation. Technicians struggle to find procedures quickly, while customers search for answers on warning lights, leading to inefficiencies. 🌐 A new solution using MongoDB Atlas aims to transform static manuals into intelligent, searchable knowledge bases, benefiting both technicians and customers. 🔍 By employing flexible document storage and advanced search capabilities, organizations can improve information accessibility,...
Source: MongoDB Blog

Optimize workloads with right-sizing recommendations

2025-08-04 13:46
🚀 Introducing the Right-Sizing Recommendations in Red Hat Advanced Cluster Management for Kubernetes! This new capability helps users identify over-provisioned and under-utilized resources across clusters, promoting efficient infrastructure use and cost savings. By analyzing real-time CPU and memory consumption, it offers actionable recommendations for workload optimization. Key features include a Grafana dashboard for resource metrics, customizable data filtering, and policy-driven...
Raj Zalavadia, Darshan Vandra

RubyMine 2025.2: Junie and AI Assistant Upgrades, Faster Rails Project Startup, Enhanced Bundler Management, and More

2025-08-04 13:06
🚀 RubyMine 2025.2 is here with exciting updates! The JetBrains AI Assistant has been enhanced, providing smarter code completion and project-specific context. Key features include improved ERB code support and project rules for consistency. You can now connect local AI models for offline use, plus enjoy expanded code suggestions and image attachments in chat. Explore the full details on our website! #RubyMine #AI #Coding #SoftwareDevelopment #TechUpdates
Alexey Varfolomeev

New custom visualization in Vercel Observability

2025-08-04 13:00
🚀 Exciting news for Observability Plus users! You can now customize your data visualizations with options like line charts, volume charts, tables, or big numbers. 📊 Both queries and visualization settings can be saved in shareable notebooks, enhancing teamwork. This update is available at no extra cost for Observability Plus teams. Explore the new features today! #DataVisualization #Observability #TechUpdate #Vercel #Collaboration
Source: Vercel Blog
Timo Lins

Perplexity is using stealth, undeclared crawlers to evade website no-crawl directives

2025-08-04 13:00
Perplexity, an AI-powered answer engine, is reportedly using stealth tactics to bypass website no-crawl directives. They modify user agents and change IPs to continue crawling despite explicit blocks. This behavior contradicts the trust-based principles of the internet, which emphasize transparency and adherence to website preferences. As a result, Perplexity has been de-listed as a verified bot and is facing new blocking measures. #Crawling #AI #WebSecurity #DataPrivacy #TechNews 🕵️‍♂️🔍🚫
Reid Tatoris

v0: vibe coding, securely

2025-08-04 13:00
Vibe coding is transforming software development, allowing rapid prototyping with tools like v0. Anthropic's CEO indicates that in just 3-6 months, 90% of code may be AI-generated. However, this speed can lead to significant risks. A recent incident involved a viral app that leaked 72,000 selfies and IDs due to misconfigured settings, emphasizing the need for security measures. #VibeCoding #SoftwareDevelopment #CyberSecurity #AI #TechNews 🚀🔒📱
Source: Vercel Blog
Kevin Corbett

Vercel MCP now in Public Beta

2025-08-04 13:00
🚀 Vercel's Model Control Protocol (MCP) server is now in Public Beta! The server, accessible at mcp.vercel.com, offers a remote interface with OAuth-based authorization, allowing secure interactions with AI tools and Vercel projects. It supports AI assistants like Claude.ai and integrates with tools such as VS Code to help manage projects, analyze deployment logs, and navigate documentation. This update aims to enhance collaboration between AI workflows and the Vercel ecosystem. For more...
Source: Vercel Blog
Aparna Sinha

How to use Red Hat Quay as a proxy cache

2025-08-04 07:01
Unlock the potential of Red Hat Quay as a proxy cache for container images! 🌐 This guide details how to set up a Red Hat OpenShift cluster and enable proxy caching in Red Hat Quay. Start by configuring the FEATURE_PROXY_CACHE flag in the config.yaml file, then create an organization for remote image proxying. Learn how to pull images from external sources like Docker Hub and deploy applications seamlessly. 🚀 For more insights, check out the full article! #RedHat #ContainerRegistry #OpenShift...
Ahmed Bashir

.NET container troubleshooting in OpenShift 4

2025-08-04 07:01
🚀 The .NET framework is a robust tool for deploying applications across platforms like Windows, Linux, and macOS. Red Hat offers a containerized version specifically for OpenShift. 🔍 The article by Tom Deseyn outlines steps for creating .NET container images and troubleshooting common issues. It highlights methods for memory analysis using tools like `dotnet dump`. 📊 For developers looking to optimize their .NET applications in OpenShift, this is a valuable resource. #DotNet #OpenShift...
Francisco De Melo Junior

6 things to know about RCS business messaging

2025-08-04 00:00
RCS business messaging is transforming brand-consumer interactions. This advanced protocol enables the exchange of rich, interactive content like images, videos, and buttons. If you're considering moving from SMS or MMS, understanding RCS is essential. Twilio hosted a webinar to discuss RCS's significance and how to begin using it. Check it out for insights! 📱💬 #RCS #BusinessMessaging #Twilio #DigitalCommunication #Marketing
Ravleen Kaur

Harnessing Elastic APIs for custom AI-driven SOAR

2025-08-04 00:00
🔍 Security teams face challenges with alerts and investigations. Elastic Security offers an API-first approach, enabling custom workflows for efficient threat response. 🛠️ The article highlights how Elastic's APIs can automate security orchestration, integrating AI and tools like Slack for improved operations. 💡 Key steps include monitoring for critical alerts, leveraging the Elastic AI Assistant, and executing commands seamlessly. #CyberSecurity #ElasticSecurity #Automation #AI #SOAR
Source: Elastic Blog
Kevin Umsted

How to Connect Auth0 with Shopify: A Tech Quick Start Guide

2025-08-04 00:00
Unlock enhanced security for your Shopify store by integrating Auth0! 🔐 This guide details how to connect Auth0 with Shopify customer accounts using OpenID Connect (OIDC). The integration allows for better login options, including social logins and multifactor authentication (MFA). Learn how to set up Auth0, configure your Shopify store, and customize your authentication flow, all while ensuring a secure and personalized experience for your customers. #Shopify #Auth0 #Ecommerce #Cybersecurity...
Source: Auth0 Blog
Stanley Varner

What does looping in email mean?

2025-08-04 00:00
📧 Looping in email can be confusing, but it’s important to understand the difference. Email looping is the practice of adding someone to an existing conversation, enhancing communication and transparency. However, it’s wise to seek consent to avoid unwanted notifications. On the other hand, looping mail refers to automated emails continuously sent between systems, which can lead to spam and affect email marketing performance. Understanding these concepts can improve your email practices....