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Thursday, February 19, 2026

Accelerating Data Processing with NVIDIA Multi-Instance GPU and NUMA Node Localization

2026-02-19 17:30
NVIDIA's latest GPUs, including Ampere, Hopper, and Blackwell, utilize non-uniform memory access (NUMA) behaviors while presenting a unified memory space. The article explores how increased bandwidth in newer models can enhance performance and efficiency through compute and data locality. It highlights the benefits of using Multi-Instance GPU (MIG) mode for better data localization. Key insights include the impact of memory hierarchy and the significance of minimizing data transfer latency...
Mukul Joshi

Scaling Localization with AI at Lyft

2026-02-19 17:28
🚀 Lyft has revamped its localization process to meet growing demands for speed and quality. By integrating AI with human oversight, Lyft's new translation pipeline reduces turnaround times from days to minutes. This change supports its expansion into new markets and compliance with local regulations. The pipeline operates in three phases: drafting, early release, and final review, ensuring high-quality translations. Learn more about this innovative approach! 🌍💡 #Localization #AI #Translation...
Stefan Zier

Our Multi-Agent Architecture for Smarter Advertising

2026-02-19 17:28
🚀 Spotify's latest article discusses a new multi-agent architecture aimed at streamlining its advertising processes. The focus is on addressing structural inefficiencies in the ads business, where different buying channels operate with their own workflows and decision-making logic. This approach aims to create a unified decision layer, reducing redundancy and ensuring consistent behavior across platforms like Spotify Ads Manager, Salesforce, and Slack. By treating campaign management as...
Spotify Engineering

Whats New in Heroku AI: New Models and a Flexible Standard Plan

2026-02-19 17:08
🚀 Heroku is rolling out updates to Managed Inference and Agents, aimed at enhancing developer experience and expanding model options. 🔄 The new standard plan simplifies the process by allowing access to all supported models with a single add-on and API key. No more managing multiple configurations! 🆕 Additionally, Heroku introduces the Claude 4.6 family and five new open-weight models for various applications, enhancing flexibility and efficiency. 📊 Check out the new Cohere Embed V4 model for...
Source: Heroku Blog
Anush DSouza

How Advanced Customizations for Universal Login (ACUL) Helps You Build Seamless Auth Experiences

2026-02-19 17:07
Advanced Customizations for Universal Login (ACUL) empowers engineering teams to create tailored authentication experiences aligned with their brands. As digital ecosystems evolve, managing identity becomes complex. ACUL offers flexibility to customize authentication flows for different user types while maintaining branding consistency. It supports multi-branding, complex security setups, and seamless integration with analytics tools. With ACUL, teams can ensure native branding and efficient...
Source: Auth0 Blog
Meina Liu

In Case You Saw It: We are Testing a New Shopping Product Experience in Search

2026-02-19 17:00
🚀 Reddit is testing a new AI-powered search feature to enhance shopping experiences! This feature will display interactive product carousels in search results for select U.S. users. When users ask about products, they will see recommendations based on community insights. These carousels will include product images, pricing, and direct links to retailers, making it easier to find and purchase items. Stay tuned for updates as this feature develops! 🛍️🔍 #Reddit #Shopping #AI...
Staff

Saving banks from technical debt: How Atruvia built secure, self-service infrastructure

2026-02-19 17:00
Atruvia is transforming its digital core to overcome legacy IT challenges. By partnering with HashiCorp, they've automated infrastructure, cutting provisioning time from months to just hours. ⏱️ Serving over 900 financial institutions in Germany, Atruvia faced issues like manual workflows and compliance demands. Their strategic shift aims for a more efficient, product-oriented approach. Key achievements include standardizing infrastructure as code and enhancing automation across environments....
Maile Chaffin-Quiray

TeamCity 2025.11.3 Is Here

2026-02-19 16:48
🚀 TeamCity 2025.11.3 has been released! This bug-fix update addresses various issues, including improvements for the IntelliJ Platform Plugin and fixes for Docker integration. Regular updates ensure better performance, security, and compatibility with integrations. For detailed release notes, check the TeamCity website. #TeamCity #SoftwareUpdate #DevOps #JetBrains #ContinuousIntegration
Dmitrii Korovin

Java to Kotlin Conversion Comes to Visual Studio Code

2026-02-19 16:25
🚀 Exciting news for developers! JetBrains has launched the Java to Kotlin (J2K) converter extension for Visual Studio Code. This tool simplifies the conversion of Java files to Kotlin with just a right-click, making it easier to transition between languages. It ensures a reliable conversion that respects Kotlin syntax. To get started, install the extension from the Visual Studio Marketplace and convert your Java files effortlessly. Your feedback is important as JetBrains continues to enhance...
Alina Dolgikh

Getting started with Amazon Q Developer and CircleCI

2026-02-19 16:00
🚀 Dive into the world of AI-assisted coding with Amazon Q Developer and CircleCI! This tutorial guides you through essential steps, from setting up your CI system to troubleshooting. Learn how to connect Amazon Q Developer with CircleCI for seamless code validation. Ensure your AI-generated code is reliable by integrating continuous integration practices. Get started with the tools you need: a CircleCI account, GitHub, and Node.js! #AmazonQ #CircleCI #AICoding #ContinuousIntegration #DevOps
Roger Winter

Simultaneous multi-cloud deployment to AWS and GCP with CircleCI

2026-02-19 16:00
🚀 Dive into multi-cloud deployment with our latest tutorial! Learn to create a unified CircleCI pipeline that deploys a Node.js application simultaneously to AWS and Google Cloud Platform. This guide highlights the advantages of multi-cloud strategies, especially in light of recent AWS outages. You'll explore cloud-specific authentication, environment configurations, and strategies for handling deployment failures—all aimed at enhancing redundancy and compliance. Get started by ensuring you...
Olususi Oluyemi

「データ不足」の壁を越える:合成ペルソナが日本のAI開発を加速

2026-02-19 15:32
AI has the potential to significantly boost Japan's economy, generating over ¥100 trillion ($650 billion). However, many projects face a critical challenge: a lack of usable training data. Developers building AI systems that understand Japanese language and culture struggle with data scarcity. While English data is abundant, Japan's specific needs for culturally relevant data remain unmet, hindering innovation. #AI #Japan #DataChallenge #Innovation #Technology 🚀📊

When Retail AI Meets the Store Floor

2026-02-19 15:13
Retail AI is transforming in-store experiences by providing immediate, conversational assistance to shoppers. 🛍️ Instead of searching for help, customers can engage with virtual assistants that understand their needs, offering support in real-time. This shift emphasizes the importance of processing data closer to the customer, as predicted by Gartner, with 75% of data processed outside traditional centers by 2027. Key challenges include ensuring reliability and managing sensitive data...
Eugene Kim

DigitalOcean Gradient™ AI GPU Droplets Optimized for Inference: Increasing Throughput at Lower the Cost

2026-02-19 14:42
🚀 DigitalOcean has launched the Inference Optimized Image for GPU Droplets, enhancing LLM inference performance. This pre-configured OS image incorporates multiple optimizations, achieving 143% higher throughput and 40.7% faster time-to-first-token, while cutting costs by 75%. Key optimizations include speculative decoding, FP8 quantization, and concurrent processing. This enables efficient use of resources, allowing Llama 3.3 70B to run on just 2 GPUs instead of 4. Learn more about the...
Hemasumanth Rasineni

Cisco Secure AI Factory with NVIDIA: Why This Is the Partner Opportunity of 2026

2026-02-19 14:22
🚀 Exciting developments in enterprise AI! Cisco Secure AI Factory, in partnership with NVIDIA, offers a modular design that integrates AI infrastructure with built-in security. This solution helps businesses deliver trusted AI applications efficiently. The Cisco 360 Partner Program and new AI certifications support partners in seizing opportunities in the projected $267 billion AI services market. #Cisco #NVIDIA #AI #Cybersecurity #PartnerOpportunity
Tim Coogan

How Medplum Secured Their Healthcare Platform with Docker Hardened Images (DHI)

2026-02-19 14:00
📢 Medplum recently shared their successful migration to Docker Hardened Images (DHI), enhancing their HIPAA-compliant EHR platform's security with minimal code changes. This move, involving only 54 lines of changes, demonstrates how enterprise-grade security can be achieved with low friction. Medplum now serves over 20 million patients, emphasizing trust in handling sensitive data. Their open-source platform is designed for developers, supporting FHIR R4 API and offering various deployment...
Source: Docker Blog
Jennifer Kohl

Getting proximate: Reflections from the first year of 40 Communities

2026-02-19 13:00
Reflecting on the first year of the 40 Communities initiative, Cisco emphasizes the importance of listening and being close to the communities we serve. In Western North Carolina, post-Hurricane Helene, and in Mumbai, the focus has been on understanding local needs and building strong partnerships. These insights are shaping our efforts to create lasting impact through technology and resources. 🌍🤝 #Cisco #CommunityImpact #Sustainability #Partnerships
Charu Adesnik

Access billing usage and cost data via API

2026-02-19 13:00
Vercel introduces programmatic access to billing data via API and CLI! 📊 The new /billing/charges endpoint provides data in the FOCUS v1.3 format, enabling easy integration into FinOps tools. It supports daily granularity and a maximum date range of one year. For quick insights, the vercel usage command displays current billing usage or selected date ranges. Additionally, Vantage has launched a native integration to simplify cost observability. Explore more in the API documentation! #Vercel...
Source: Vercel Blog
Mingchung Xia

Gemini 3.1 Pro is live on AI Gateway

2026-02-19 13:00
🚀 Gemini 3.1 Pro Preview is now available on AI Gateway! This update enhances software engineering and agentic workflows, especially for finance and spreadsheets. It offers improved efficiency, reducing token consumption while maintaining performance. To use, set the model to google/gemini-3.1-pro-preview in the AI SDK. Explore AI Gateway for a unified API, model leaderboard, and more! #Gemini3 #AIGateway #AI #SoftwareEngineering #Finance
Source: Vercel Blog
Jerilyn Zheng

Grok Imagine Video on AI Gateway

2026-02-19 13:00
🚀 Generate high-quality videos with xAI's Grok Imagine Video, now available in AI Gateway! With fast clip generation and strong instruction following, Grok Imagine allows users to create and edit videos easily. You can generate videos from text descriptions or transform existing ones. Access it through the v0 Grok Creative Studio, AI SDK V6, or the AI Gateway playground. Explore the potential of video generation today! 🎥✨ #VideoCreation #AIGateway #GrokImagine #TechInnovation #AI
Source: Vercel Blog
Jerilyn Zheng

Kling video models on AI Gateway

2026-02-19 13:00
🚀 Exciting news! Kling video models, including the latest Kling 3.0, are now available in AI Gateway. These models allow users to generate cinematic videos from text, images, or motion references. Key features include high-resolution output, realistic motion, and audio generation. You can start video generation in beta with Pro and Enterprise plans, or explore the no-code AI Gateway playground. #KlingModels #AIGateway #VideoGeneration #TechNews #Innovation 🎥✨
Source: Vercel Blog
Jerilyn Zheng

Private storage for Vercel Blob, now available in public beta

2026-02-19 13:00
🚀 Vercel Blob has launched private storage in public beta! Now, sensitive files like contracts and invoices can be securely stored, requiring authentication for all operations. This prevents data exposure via public URLs. To create a private store, use the Storage dashboard or the CLI. Private storage is available on all Vercel Blob plans. #Vercel #Blob #DataSecurity #PrivateStorage #CloudStorage
Source: Vercel Blog
Priyanka Jindal

Streamdown 2.3 — Refreshed design and interactive playground

2026-02-19 13:00
🚀 Exciting updates in Streamdown 2.3! The new version features a unified nested-card design for tables, code blocks, and Mermaid diagrams. Sticky action buttons enhance user experience, while code blocks now render plain text instantly. 🛠️ The interactive playground allows real-time execution with custom markdown, enabling quicker testing without local setups. Documentation has been reorganized for easier access, and several bugs have been resolved, improving overall functionality....
Source: Vercel Blog
Hayden Bleasel

Veo video models on AI Gateway

2026-02-19 13:00
🚀 Generate stunning photorealistic videos with synchronized audio using Google's Veo models, now available through AI Gateway! You can access these features via AI SDK V6 or explore the AI Gateway playground. The models offer native audio generation, support up to 4K resolution, and allow image-to-video animation. Currently in beta for Pro and Enterprise plans, these models include various options for quality and speed. For more details, check the Video Generation Documentation! 🎥✨...
Source: Vercel Blog
Jerilyn Zheng

Video Generation with AI Gateway

2026-02-19 13:00
AI Gateway has introduced video generation capabilities, allowing users to create cinematic, photorealistic videos with synchronized audio. The feature is currently in beta for Pro and Enterprise plans. Users can generate videos programmatically using AI SDK V6 or experiment with models in the AI Gateway Playground. There are four initial video models available, each with unique strengths, such as high visual fidelity and multi-shot storytelling. Video generation supports various types,...
Source: Vercel Blog
Jerilyn Zheng

Wan models on AI Gateway

2026-02-19 13:00
🚀 Alibaba has launched the Wan models on AI Gateway, allowing users to generate stylized videos and transform existing footage. You can access these models through the AI SDK V6 or the AI Gateway playground. Features include character reference extraction, faster generation times, and support for multiple resolutions. Currently in beta, video generation is available for Pro and Enterprise plans. Explore options like Text-to-Video and Image-to-Video to create unique content easily. For more...
Source: Vercel Blog
Jerilyn Zheng

Cisco explores the expanding threat landscape of AI security for 2026 with its latest annual report

2026-02-19 12:57
🚀 Cisco has released its 2026 State of AI Security report, highlighting the evolving challenges in AI security as adoption accelerates. 🔍 The report outlines the expanding threat landscape, emphasizing the need for a new approach to digital security due to emerging vulnerabilities and malicious AI campaigns. 📊 It also examines advancements in AI threat intelligence and global policy, signaling a significant shift in how organizations must navigate these challenges. #AISecurity #Cybersecurity...
Emile Antone

Expanding our Agentic Inference Cloud: Introducing GPU Droplets Powered by AMD Instinct™ MI350X GPUs

2026-02-19 12:30
🚀 Exciting news from DigitalOcean! We are introducing high-performance GPU Droplets powered by AMD Instinct™ MI350X GPUs. These GPUs are designed to optimize AI workloads, enabling low latency and high throughput for complex tasks. Notable success stories include Character.AI, which achieved a 2X increase in production request throughput. ACE Studio is also leveraging this technology for innovative music creation. 🎶 Our GPU Droplets offer predictable pricing and easy setup, making it simple...
Waverly Swinton

How Students Are Using AI-Powered Hints in Programming Courses

2026-02-19 12:02
🌟 Exciting developments in coding education! Our research team has introduced an AI-powered hints tool in JetBrains Academy courses. This tool assists students by providing tailored guidance, helping them understand errors rather than just pointing them out. The findings from our recent study will be presented at the SIGCSE TS on February 19 in St. Louis, Missouri. Stay tuned for insights on how smart feedback is shaping online programming courses! #CodingEducation #AIAssistance #JetBrains...
Katie Fraser

LangChain Python Tutorial: 2026’s Complete Guide

2026-02-19 10:40
Explore the essentials of LangChain in this comprehensive tutorial! 🛠️ LangChain serves as a framework for building AI agents powered by various LLMs, including those from OpenAI and Google. It simplifies the process for beginners while offering advanced options for experienced users. The tutorial covers the creation of agents and the distinction between static and dynamic models, enhancing the agent's adaptability during tasks. Dive into tools that empower these agents to tackle complex...
Cheuk Ting Ho

HIP Threads: GPU power for teams without GPU experts

2026-02-19 10:10
🚀 Struggling with CPU hotspots while your GPU sits idle? HIP Threads is here to help! This C++ concurrency library allows teams to run familiar multithreaded code on AMD GPUs without the need for kernel rewrites or GPU expertise. Early users have reported significant speedups in just days, making GPU acceleration accessible to all development teams. 💻 Perfect for C++ teams facing performance issues and those who want simple GPU integration. Don’t miss out on optimizing your performance!...

Why Stack Overflow and Cloudflare launched a pay-per-crawl model

2026-02-19 08:40
🚀 Stack Overflow and Cloudflare have introduced a pay-per-crawl model to address challenges in the evolving internet landscape. 🛡️ In a recent discussion, leaders from both organizations outlined how AI has changed content access and the need for publishers to control their data. 🔧 The model leverages Cloudflare’s technology to manage bot traffic and facilitate data licensing, offering flexible access options. #TechInnovation #DataLicensing #AI #WebDevelopment #StackOverflow
Katja Skafar

OpenShift networking evolved: Real routing, no NAT or asymmetry

2026-02-19 08:01
🔗 Red Hat OpenShift networking is advancing to align with modern data center patterns. The platform is moving away from traditional isolation models, adopting a "real routing" approach. This shift allows for seamless integration with physical networks, eliminating double-NAT complexities and ensuring traffic maintains its workload identity. Key features include: - **Real Routing**: Assigning routable IPs to pods. - **Standards-Based Integration**: Utilizing BGP for dynamic routing. -...
Jason Kary

Understanding ATen: PyTorch's tensor library

2026-02-19 07:01
🔍 Discover ATen, the core tensor library powering PyTorch's operations across various hardware. ATen is a C++ framework that enables device-agnostic tensor computations, optimizing performance on CPUs, GPUs, and more. Its architecture simplifies operations while maintaining efficiency. Key features include reference counting, lightweight views, and a sophisticated dispatch system for seamless operation execution. Learn more about how ATen enhances PyTorch performance! #PyTorch...
Vishal Goyal

Reimagining Red Hat Enterprise Linux image creation with Red Hat Lightspeed Model Context Protocol

2026-02-19 07:01
Unlock the power of image creation with the Red Hat Lightspeed Model Context Protocol (MCP)! 🚀 This innovative tool simplifies building customized Red Hat Enterprise Linux (RHEL) images using natural language commands. No more complex wizards or manual edits—just clear, conversational prompts. 🗣️ Connect your LLM to streamline your image lifecycle, ensuring efficiency and consistency across deployments. Use prompts for blueprint creation, security updates, and compliance auditing. Explore the...
Samiksha Saxena

Agentic AI, enterprise control: Self-hosted Duo Agent Platform and BYOM

2026-02-19 00:00
🚀 GitLab 18.9 introduces new features for regulated industries, enhancing the Duo Agent Platform. Organizations can now run self-hosted models on online cloud licenses, ensuring data residency and control. This update includes a usage-based billing model for transparency and accurate chargeback. Additionally, the "Bring Your Own Model" feature allows integration of third-party or self-hosted models, providing governance and flexibility. Explore how these capabilities support AI adoption in...
Source: GitLab Blog
Rebecca Carter

Expanding programmatic access to 1Password

2026-02-19 00:00
🚀 1Password is enhancing programmatic access to secrets for developers! With new features, developers can now fetch secrets during runtime directly from 1Password Environments via the CLI and SDKs. This integration supports CI/CD pipelines and local tools, allowing for smoother workflows without compromising security. Additionally, user-authenticated access for SDKs is now generally available, enabling secure vault management and faster operations for large-scale environments. Learn more...
info@1password.com (Francine Boulanger)

Faster PlanetScale Postgres connections with Cloudflare Hyperdrive

2026-02-19 00:00
🌐 Cloudflare recently launched Hyperdrive, enhancing PlanetScale Postgres connections for faster, real-time applications. With automated pooling and efficient queries, this integration simplifies database connections and leverages the Cloudflare global network for optimal performance. 🌍 Hyperdrive minimizes connection latency and supports WebSockets for real-time updates. Explore the potential for high-performance apps without complex configurations. #Cloudflare #PlanetScale #WebDevelopment...
Simeon Griggs

Gemini 3.1 Pro Preview now available in AI Gateway

2026-02-19 00:00
🚀 Exciting news from Google! The Gemini 3.1 Pro Preview model is now accessible via Netlify's AI Gateway, requiring no configuration. This allows users to utilize the Google GenAI SDK directly in their Netlify Functions without the hassle of API keys or authentication. With automatic access to caching, rate limiting, and more, developers can efficiently enhance their applications. Check out the AI Gateway documentation for more details! #GoogleGenAI #Netlify #AIGateway #DevCommunity 🌐✨
Source: Netlify Blog