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Friday, August 22, 2025

AI-powered prototyping with design systems

2025-08-22 13:00
Unlocking the potential of AI in prototyping means speeding up collaboration and maintaining brand consistency. While many AI tools excel in speed and teamwork, they often fall short in producing on-brand designs. This gap arises from a lack of context about design components. To bridge this gap, a design system tailored for AI can help create prototypes that are both brand-aware and production-ready. Discover how to enhance your prototyping process! #AIDesign #Prototyping #DesignSystems...
Source: Vercel Blog
Will Sather

Deploy xmcp servers with zero-configuration

2025-08-22 13:00
πŸš€ Vercel now supports xmcp, a framework for building MCP servers using TypeScript with zero configuration. πŸ“ It utilizes file-based routing, making it easy to develop tools for your MCP server. You can create tools simply by adding a file with a default export. πŸ› οΈ Learn more about deploying xmcp to Vercel in the documentation. #Vercel #xmcp #TypeScript #WebDevelopment #MCPServers
Source: Vercel Blog
Anthony Shew

Google Drive Integration, Python 3.11 in Conda Environments, and Security improvements in Datalore 2025.4

2025-08-22 10:12
πŸš€ Datalore 2025.4 is now live! Key updates include support for Google Drive folders as data connections, allowing seamless access to files like CSV and JSON without manual uploads. Python 3.11 is the new default in conda environments, enhancing performance and security. Users can also customize their Python versions as needed. Security improvements have been made to address CSRF and XSS vulnerabilities, ensuring safer usage. #Datalore #DataScience #Python #CloudStorage #SecurityUpdates
Vlad Ivoninskii

Least-privilege installation of OpenShift IPI on AWS

2025-08-22 07:16
πŸ”’ The latest guide on installing OpenShift IPI on AWS emphasizes a secure, least-privilege approach. By using the cloud credential operator utility (ccoctl) and setting credentials mode to manual, users can create narrowly-defined IAM roles. πŸ› οΈ This method eliminates long-lived AWS access keys, relying instead on short-term AWS STS credentials. The ccoctl --dry-run feature allows for auditing IAM policies before applying them, enhancing security. πŸ“Š Key points include understanding the IAM...
Mohammad Ahmad, Thuan Vo

Integrate Azure DevOps into Red Hat Developer Hub workflows

2025-08-22 07:16
πŸš€ Exciting news for developers! Integrating Azure DevOps with Red Hat Developer Hub creates a seamless CI/CD experience. Azure DevOps enhances source control and deployment, while Red Hat Developer Hub centralizes tools and documentation. Key plug-ins include Azure Scaffolder and Azure DevOps, enabling improved collaboration and faster delivery. For setup, ensure Azure Entra ID is configured and follow the detailed steps for integration. Learn more about optimizing your workflows!...
Sumiran Chugh, Zheng Wang (George)

Improving code quality - Session 43: Return of values

2025-08-22 02:00
πŸš€ In the latest installment of "Improving Code Quality," Munetoshi Ishikawa discusses the function for registering new users in the LINE app. πŸ”§ The `registerNewUser` function handles two main tasks: creating a user account and uploading a profile image. The process includes validating the account creation request and checking if the profile image is uploaded successfully. For more insights, check out the full article! #CodeQuality #SoftwareDevelopment #MobileApp #LINE #Programming

Cloudflare incident on August 21, 2025

2025-08-22 00:58
On August 21, 2025, Cloudflare experienced significant congestion due to a surge of traffic directed at its clients hosted in AWS us-east-1. 🌐 The congestion began at 16:27 UTC and peaked until 19:38 UTC, affecting user connections with high latency and packet loss. This issue was localized and not a result of an attack. The traffic overload was traced back to a single customer. ⚠️ Cloudflare is working on measures to prevent similar incidents in the future. For more details, check out the...
Bryton Herdes

Do any CISOs feel lucky?

2025-08-22 00:00
Cybersecurity events like the RSA Conference and "Hacker Summer Camp" in Vegas are crucial for industry leaders. This year, CISOs expressed heightened concerns over nation-state threats and the impact of AI on security. Key discussions included resilience and anti-fragility in cybersecurity, with panels addressing AI’s role in enterprise threats. Informal settings also allowed for deeper conversations among CISOs about the practical use of AI and data protection challenges. #Cybersecurity...
info@1password.com (Wendy Nather)

How Tipalti mastered Elasticsearch performance with AutoOps

2025-08-22 00:00
Tipalti, a leader in payables automation, has transformed its approach to Elasticsearch performance. By switching from manual monitoring to the automated AutoOps system, they achieved a 10% annual cost saving while managing a complex database ecosystem with a small team. Oz Levy, a data operations manager at Tipalti, shared insights on this transition and its impact on operational efficiency. #Tipalti #Elasticsearch #AutoOps #Efficiency #CostSaving πŸ’ΌπŸ“ˆπŸ”
Source: Elastic Blog
Oz Levy,Farisha Vadera,Jordi Mon Companys

How to reduce alert overload in defence SOCs

2025-08-22 00:00
πŸ” Analysts in defense SOCs are facing significant alert overload, with many notifications being false positives. A recent study shows that 71% of SOC personnel feel overwhelmed, and 62% of alerts go ignored. This impacts both efficiency and security. Using AI tools like Elastic's Attack Discovery, organizations have seen daily alerts drop dramatically, enhancing analyst focus and operational efficiency. Learn more about transforming your SOC operations in our upcoming webinar! πŸ“ŠπŸ’»...
Source: Elastic Blog
Crossley McEwen

Secure Third-Party Tool Calling: A Guide to LangGraph Tool Calling and Secure AI Integration in Python

2025-08-22 00:00
πŸš€ Discover how to integrate third-party APIs securely using LangGraph in Python! This guide builds on the previous article about the Zoo AI, focusing on tool calling on behalf of users while maintaining security. Learn how to implement LangChain with FastAPI and Auth0 to access protected resources safely. Enhance your application while ensuring proper authorization for each user action. 🦁🐾 #LangChain #APISecurity #Python #FastAPI #AIIntegration
Source: Auth0 Blog
Raphael do Vale

Thursday, August 21, 2025

From massive models to mobile magic: The tech behind YouTube real-time generative AI effects

2025-08-21 18:05
YouTube is enhancing user experience on mobile with real-time generative AI effects. πŸ“±βœ¨ By utilizing knowledge distillation and MediaPipe, YouTube has developed a solution to deliver over 20 effects directly on creators' phones. This process involves creating smaller, efficient models tailored for specific tasks, allowing for seamless video processing. These advancements make features like cartoon style transfer not only possible but also fun and interactive for creators on YouTube Shorts. 🎨πŸŽ₯...

From Facts & Metrics to Media Machine Learning: Evolving the Data Engineering Function at Netflix

2025-08-21 17:39
At Netflix, we are evolving our data engineering function with the introduction of Media ML Data Engineering. πŸŽ₯πŸ“Š This new specialization focuses on managing complex media data, allowing for centralized access to various media assets like video, audio, and text. The initiative aims to enhance machine learning capabilities and improve analytics through the Media Data Lake, which supports advanced technologies. Key responsibilities include standardizing media assets and enriching metadata to...
Netflix Technology Blog

How a volunteer-run wildfire site in Portugal stayed online during DDoS attacks

2025-08-21 17:28
🌍πŸ”₯ In 2015, fogos.pt began as a volunteer side project to improve access to wildfire data in Portugal. Today, it serves as a vital resource for citizens, media, and government during fire seasons. During the intense 2025 wildfire season, fogos.pt faced DDoS attacks but was protected by Cloudflare's Project Galileo. This platform provides real-time data and is crucial for public safety. Volunteers and partners keep this initiative running without formal funding. #WildfireTracker...
JoΓ£o TomΓ©

The power of ten β€” and the power of Purpose

2025-08-21 17:00
πŸš€ Cisco empowers employees through the Time2Give program, offering ten days off to volunteer and $10,000 in matching donations. In FY25, 81% of employees participated, contributing over 566,000 volunteer hours. This initiative not only supports communities but also enhances employee retention and recognition. Learn more about our impact and future goals for FY26! 🌍🀝 #Cisco #CorporateResponsibility #Volunteerism #CommunityImpact #EmployeeEngagement
Kelly Petrich

Less Coding, More Science: Simplify Ocean Modeling on GPUs With OpenACC and Unified Memory

2025-08-21 16:53
πŸš€ Exciting advancements in ocean modeling are here! NVIDIA HPC SDK v25.7 simplifies GPU programming for high-performance computing applications. This update automates data movement between CPU and GPU, reducing manual management and enhancing developer productivity. Notable systems like the NVIDIA GH200 Grace Hopper Superchip are leading the way. With unified memory programming, developers can focus more on science and less on coding complexities. This change is already benefiting projects,...
Anastasia Stulova

About Palantir

2025-08-21 15:39
πŸ” Interested in Palantir? Here’s a quick overview! Palantir Technologies, founded in 2003 and headquartered in Denver, offers software for data operations and AI infrastructure. Their solutions support organizations in various sectors, including defense, healthcare, and finance. Their platforms integrate diverse data sources to enhance decision-making, while ensuring customer data remains secure and controlled. Notably, Palantir does not act as a data collector or broker. For more insights,...
Palantir

Converged Datastore for Agentic AI

2025-08-21 15:00
As AI evolves, traditional data architectures struggle to keep pace. Fragmented systems hinder efficiency, especially in data-heavy sectors like insurance. 🌩️ The article advocates for converged datastores that unify structured and unstructured data. This shift allows AI agents to analyze, reason, and act in real-time, streamlining processes and enhancing customer experiences. πŸ“Š A new approach is essential, integrating advanced tools to support intelligent automation and cognitive decision-...
Source: MongoDB Blog

Improve Data Integrity and Security with Accelerated Hash Functions and Merkle Trees in cuPQC 0.4

2025-08-21 15:00
πŸ”’ As data sizes grow, ensuring security and integrity is vital. The cuPQC SDK v0.4 offers advanced cryptographic techniques, including inclusion proofs and digital signatures, to enhance data protection. New features include expanded hash function support and efficient Merkle tree calculations, improving performance in data verification. 🌳 Discover how these updates can benefit your cryptographic tasks! #DataIntegrity #Cryptography #cuPQC #MerkleTrees #CyberSecurity
Yarkin Doroz

Prototyping an AI Tutor with Docker Model Runner

2025-08-21 15:00
πŸš€ Exploring how AI can enhance developer learning is exciting! A recent article discusses the creation of an interactive AI tutor using Docker Model Runner. This tool aims to streamline the learning process by embedding AI assistance directly into the development environment. The tutor helps users run their first "hello-world" container without the hassle of switching between various resources, maintaining context, and ensuring privacy. #AITutoring #Docker #DeveloperExperience #TechInnovation...
Source: Docker Blog
Sarah Sanders

Scaling AI Inference Performance and Flexibility with NVIDIA NVLink and NVLink Fusion

2025-08-21 15:00
The rise of AI model complexity has increased parameter counts from millions to trillions, demanding more computational power. 🌐 NVIDIA NVLink and NVLink Fusion are key technologies enhancing AI inference performance. They enable large-scale parallelization strategies, essential for handling advanced AI architectures like mixture-of-experts (MoE). πŸ€– This evolution in AI systems highlights the need for interconnected GPUs acting as a unified pool of compute and memory. #AI #NVIDIA #NVLink...
Joe DeLaere

Stop Building SaaS from Scratch: Meet the SeaNotes Starter Kit

2025-08-21 14:20
πŸš€ Introducing SeaNotes, a SaaS Starter Kit by DigitalOcean! Designed for indie hackers and developers, it offers a ready-to-use framework for building SaaS applications quickly. With built-in features like user authentication, Stripe billing, and AI integrations, you can focus on your product instead of setup. πŸ”— Check it out on GitHub and start building with best practices in mind! #SaaS #DigitalOcean #SeaNotes #OpenSource #DevTools
Haimantika Mitra

Research roadmap update, August 2025

2025-08-21 14:00
πŸš€ Stack Overflow is evolving to better serve developers! The platform is preparing for a redesign aimed at enhancing user experience with a modern UI and features that foster collaboration and skill development. New content types and sub-communities are being explored to address the needs of users. Feedback indicates strong interest in Challenges, with many users eager to engage in coding puzzles and skill growth. As Stack Overflow looks to create focused communities, the goal is to replicate...
Piper Lawson

Building Hyperforce Service Mesh: Blast Radius Reduction, Scale Optimization, and Open Source Innovation

2025-08-21 13:52
πŸš€ In the latest "Engineering Energizers" Q&A, we spotlight Pratima Nambiar, a Distinguished Architect at Salesforce. She has been pivotal in developing the service mesh architecture for the Hyperforce platform. πŸ” This architecture secures communication among thousands of services, addressing challenges like blast radius reduction and scale optimization. The team leverages open source tools like Envoy and Istio to enhance service connectivity. πŸ’‘ The shift to public cloud infrastructure has...
Scott Nyberg

Tax and Price Updates for Apps, In-App Purchases, and Subscriptions

2025-08-21 13:00
🌍 The App Store is adjusting prices for apps and in-app purchases due to recent tax and exchange rate changes. πŸ“… As of August 21, updates include new VAT rates in Estonia and Romania, along with a digital services tax removal in Canada. The Philippines and Vietnam have introduced new VAT and personal income tax rates for developers. πŸ”„ Starting September 8, pricing updates will occur for apps not using the Philippines or Vietnam as their base storefront. For further details on managing prices,...

AI Gateway is now generally available

2025-08-21 13:00
πŸš€ AI Gateway is now available! This new tool offers a unified API to access hundreds of AI models with features like transparent pricing and built-in observability. Key benefits include sub-20ms latency, automatic failover, and detailed usage analytics. You can use the AI SDK or an OpenAI-compatible endpoint to get started quickly. Discover more about AI Gateway today! #AIGateway #AIModels #TechNews #Innovation #APIs
Source: Vercel Blog
Harpreet Arora

AI Gateway: Production-ready reliability for your AI apps

2025-08-21 13:00
πŸš€ Building AI apps just got easier! With tools like the AI SDK, developers can create both frontends and backends in minutes. However, moving to production poses challenges, especially with reliability. Connecting to a single LLM provider can create risks if that provider faces downtime or rate limits. Introducing AI Gateway: it ensures consistent availability and stability for AI workloads, having already supported millions of users. #AIGateway #AIApps #TechInnovation #Reliability...
Source: Vercel Blog
Harpreet Arora

Introducing Streamdown: Open source Markdown for AI streaming

2025-08-21 13:00
πŸš€ Introducing Streamdown: a new open-source Markdown renderer tailored for AI streaming! Streamdown enhances the AI Elements Response component and can also function as a standalone option for developers. It effectively manages unterminated chunks, interactive code blocks, and math expressions. Key features include: - Tailwind typography styles - GitHub Flavored Markdown support - Interactive code blocks with Shiki highlighting - LaTeX math support - Enhanced security for untrusted content...
Source: Vercel Blog
Hayden Bleasel

New Benchmark Tests Reveal Key Vector Search Performance Factors

2025-08-21 11:55
πŸš€ New benchmarks for vector search performance are here! The MongoDB Benchmark for Atlas Vector Search provides essential strategies for optimizing search at scale, especially for datasets exceeding 10M vectors. Key factors like accuracy, cost, and throughput are explored, offering insights into quantization, dimensionality, and more. The guide aims to simplify initial tests and enhance understanding of system behavior. Explore the full guide in our documentation! πŸ“ŠπŸ“ˆ #VectorSearch #MongoDB...
Source: MongoDB Blog

Learning in the flow: Unlocking employee potential through continuous learning

2025-08-21 07:40
Unlocking employee potential through continuous learning is vital in today's fast-paced work environment. In the latest episode of Leaders of Code, Stack Overflow CEO Prashanth Chandrasekar and Christina Dacauaziliqua from Morgan Stanley discuss the benefits of experiential learning. They highlight the need for intentional learning environments that combine innovative tools and collaborative communities. The conversation covers the importance of leaders modeling continuous learning, three key...
Katja Skafar

How to auto-register Red Hat Edge Manager with MicroShift

2025-08-21 07:01
πŸš€ Red Hat Edge Manager, in Technology Preview, offers a fleet management solution for edge devices. It ensures security, simplifies management, and provides real-time visibility. πŸ”§ The article details how to auto-register Edge Manager with Red Hat MicroShift using Red Hat Advanced Cluster Management for Kubernetes 2.13. πŸ“‹ Key steps include enabling Edge Manager, setting up the flightctl command, and configuring auto-registration. Explore how these tools can enhance your edge device...
Hui Chen, Zhao Xue, Jacob Berger

The hidden pitfalls of Kafka tiered storage

2025-08-21 07:01
πŸš€ Apache Kafka 3.9.0 introduces tiered storage for improved long-term data retention and cost efficiency. This feature allows independent scaling of compute and storage resources, leading to better client isolation. However, challenges remain in reading remote data. The article outlines two key problems and offers solutions, emphasizing important configurations like `fetch.max.bytes` and `max.partition.fetch.bytes`. Kafka 4.2.0 promises improvements to address these issues, enhancing...
Federico Valeri, Luke Chen

Unleash controlled chaos with krknctl

2025-08-21 07:01
Unleash the power of chaos engineering with **krknctl**! πŸŽ‰ This command-line interface simplifies testing system resilience by orchestrating chaos scenarios using container images from krkn-hub. Key features include instant autocompletion, dynamic graph orchestration, and versatile container support with Podman or Docker. With pre-compiled binaries available, you can start your chaos engineering journey in minutes. Discover more and elevate your systems today! πŸ”πŸ’» #ChaosEngineering #DevOps...
Tullio Sebastiani

AI in Financial Services Demands a New Trust Layer: Why Identity Security Is the Answer

2025-08-21 00:00
As AI transforms financial services, new risks arise with autonomous AI agents accessing sensitive data. Traditional identity security is becoming insufficient. Financial institutions must now consider not just who the user is, but also what operates on their behalf. A shift to advanced identity solutions, like Auth for GenAI, is essential for secure innovation. πŸš€πŸ” Explore more insights from the Auth0 Customer Identity Trends Report 2025. #AI #FinancialServices #IdentitySecurity #Innovation...
Source: Auth0 Blog
Christopher Ottman

Building effective threat hunting and detection rules in Elastic Security

2025-08-21 00:00
πŸ” Learn how to build effective threat hunting and detection rules in Elastic Security! This blog provides step-by-step guidance on creating custom detection rules using Elasticsearch Query Language (ES|QL) and the Elastic AI Assistant. Key highlights include best practices for refining detection logic, testing rules, and automating responses to enhance security operations. Explore how to categorize API calls and streamline your queries for better analysis. #ElasticSecurity #ThreatHunting...
Source: Elastic Blog
Kseniia Ignatovych,Isai Anthony

Color and typography pairings: A designer’s cheatsheet

2025-08-21 00:00
Designing an effective website starts with two key elements: color and typography. 🎨✍️ These choices are interconnected and can significantly impact user perception and emotional response. Colors elicit feelings quickly, while typography conveys your brand's personality. For instance, finance sites use deep blues and clean fonts to communicate trust, while creative agencies opt for bold colors and unique typefaces. Accessibility is crucial; poor contrast can hinder readability for users with...
Source: Webflow Blog

Embedded views: The future of work tracking in GitLab

2025-08-21 00:00
πŸ“Š Tired of switching tabs in GitLab to track your projects? Introducing **Embedded Views**! This feature, available in version 18.3, allows you to access live, relevant data directly within your workflow. No more outdated reports or endless context switching. With **GitLab Query Language (GLQL)**, you can pull real-time data right where you need it, enhancing collaboration and maintaining context. Learn how this can transform your team's work tracking! πŸš€ #GitLab #ProjectManagement...
Source: GitLab Blog
Alex Fracazo

GitLab 18.3: Expanding AI orchestration in software engineering

2025-08-21 00:00
πŸš€ GitLab 18.3 is here, enhancing AI orchestration in software engineering! The platform now integrates AI at three levels: a unified data repository, a control plane for software delivery, and a streamlined user experience. This aims to boost productivity and simplify workflows. Key updates include the introduction of AI agents, expanded integrations, and enhanced context awareness for improved collaboration. Explore the future of DevSecOps with GitLab! 🌟 #GitLab #DevSecOps #AIIntegration...
Source: GitLab Blog
Bill Staples

GitLab 18.3: Expanding AI orchestration in software engineering

2025-08-21 00:00
πŸš€ GitLab 18.3 is here, enhancing software engineering with integrated AI capabilities! The platform now serves as a comprehensive system of record, control plane, and user experience hub. Key updates include a Knowledge Graph for better data context, an Orchestration Layer for multi-agent workflows, and first-class agent integration across the development lifecycle. This evolution promotes seamless human-AI collaboration, boosting productivity for over 50 million users. Explore the future of...
Source: GitLab Blog
Bill Staples