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Thursday, February 19, 2026

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

GitLab Threat Intelligence Team reveals North Korean tradecraft

2026-02-19 00:00
📊 GitLab's Threat Intelligence Team has published insights on North Korean threat actors involved in "Contagious Interview" campaigns. These actors pose as recruiters to lure software developers into executing malicious code, facilitating credential theft and device control. In 2025, GitLab banned 131 accounts linked to these activities. The report includes case studies on synthetic identity creation and financial records tied to IT worker cells. Over 600 indicators of compromise are shared...
Source: GitLab Blog
Oliver Smith

How To Get Started With Twilio Segment

2026-02-19 00:00
🌟 Looking to enhance your communication strategy? Twilio's blog offers a comprehensive guide on getting started with Twilio Segment. It covers key cloud communication trends and provides insights into building scalable voice and SMS applications using Twilio's APIs. Stay informed with customer stories and expert tips to optimize your applications! #Twilio #Segment #CloudCommunications #Developers #TechTrends
Amanda Lange

How to Use the Agent-to-Human Communication (A2H) Protocol with OpenClaw

2026-02-19 00:00
Enhance your OpenClaw agents with the Agent-to-Human (A2H) Protocol! 🤖 This protocol adds a trust layer by ensuring proof-of-human approval and attestation. It helps in validating interactions between agents and users, fostering transparency in communication. Explore the benefits and implementation of A2H in your projects! 🌐✨ #OpenClaw #A2HProtocol #TechInnovation #TrustLayer #DeveloperTools
Ryan Ferguson, Rikki Singh

Introducing A2H: A Protocol for Agent-to-Human Communication

2026-02-19 00:00
🚀 Introducing A2H, the Agent-to-Human Protocol! This open-source protocol allows AI agents to communicate effectively with humans across various channels. It aims to streamline interactions and improve the escalation process when needed. Developers can leverage A2H to enhance AI capabilities in their projects. #A2H #AICommunication #OpenSource #TechInnovation #Developers
Ryan Ferguson, Rikki Singh

Introducing Elastic Serverless Plus add-on with AWS PrivateLink capability

2026-02-19 00:00
🚀 Exciting news for enterprises! Elastic Cloud Serverless has launched the Plus add-on, featuring AWS PrivateLink for enhanced connectivity. This new capability allows organizations to establish a private connection, bypassing the public internet. With the Plus add-on, businesses in sectors like finance, healthcare, and government can ensure network security and data isolation, critical for regulated workloads. #ElasticCloud #AWS #Serverless #DataSecurity #EnterpriseTech
Source: Elastic Blog
Alex Chalkias,Ramya Sarangarajan

Real-time storytelling: Unreal Engine brings fast iteration to complex shots on Sinners

2026-02-19 00:00
Unreal Engine played a key role in the production of the Academy Award-nominated film *Sinners*. 🎥 The technology facilitated the planning of complex scenes, such as a one-take choreographed musical number and an elaborate train arrival. This allowed the team to make informed creative and technical decisions early in the process. The use of real-time storytelling enhanced the overall filmmaking experience. #UnrealEngine #SinnersFilm #Filmmaking #RealTimeStorytelling #Innovation

Track vulnerability remediation with the updated GitLab Security Dashboard

2026-02-19 00:00
🚀 The updated GitLab Security Dashboard enhances how security teams and developers manage vulnerabilities. It offers features like trend tracking, vulnerability age distribution, and risk scoring to help prioritize remediation efforts effectively. With new filters and charts, teams can visualize critical data, focusing on the most significant risks. This tool simplifies tracking program effectiveness and reduces manual reporting for better insights. Explore how GitLab is making security...
Source: GitLab Blog
Mike Clausen

Turn creative prompts into interactive XR experiences with Gemini

2026-02-19 00:00
🚀 Exciting news from the Android XR team! With the new Canvas feature in Gemini, creating immersive XR experiences is now easier for developers. This tool enables rapid prototyping of interactive 3D environments on Samsung Galaxy XR headsets using simple prompts. 🧬 Their recent project, an immersive biology simulation, showcases Gemini’s ability to visualize complex interactions, making learning more engaging. Ready to build your own? All you need is a Samsung Galaxy XR headset and access to...

Wednesday, February 18, 2026

Anthropic: You can still use your Claude accounts to run OpenClaw, NanoClaw and Co.

2026-02-18 23:53
🔍 Anthropic has clarified its policies regarding the use of Claude accounts for personal AI agents like OpenClaw and NanoClaw. Recent updates indicate that using OAuth tokens across different products violates their terms. Developers are advised to use API keys for services interacting with Claude's capabilities. Despite concerns in the community, Anthropic reassures users that existing account usage remains unchanged and encourages experimentation. #AI #Claude #Anthropic #TechNews #Innovation
Frederic Lardinois

How safe are gpt-oss-safeguard models?

2026-02-18 23:03
🔍 Large language models (LLMs) are vital for organizations, especially with the flexibility offered by OpenAI's gpt-oss series. This includes standard and safeguard models designed for safety classification tasks. 🛡️ Recent evaluations showed that safeguard variants don't consistently improve security compared to standard models. Instead, model size plays a larger role in resilience against threats like prompt injection. 📊 OpenAI's "Safety Reasoner" aims to classify outputs for better safety...
Nicholas Conley

Flexible Node Types Are Now Generally Available

2026-02-18 22:30
🚀 Flexible Node Types are now available! This update aims to enhance cluster launch reliability and help lower compute costs. Automatic instance fallback is introduced to address challenges in securing specific compute capacity, especially during peak traffic. Stay informed on how these changes can benefit your operations! #CloudComputing #TechUpdates #NodeTypes #ComputeCapacity #ITInnovation

How Datasite cut 4,000 meetings and built a culture of time empathy using Loom

2026-02-18 21:00
📉 Datasite transformed its collaboration approach by integrating Loom with Jira and Confluence. This shift replaced over 4,000 meetings in just five months, saving nearly $500,000 in meeting time. 💡 The company embraced a culture of "time empathy," encouraging asynchronous communication to enhance productivity. 🔑 Key achievements include a 29% increase in Loom fluency and improved Jira ticket processing through richer context. #AsynchronousCommunication #Productivity #TimeEmpathy #Datasite...
kdelara@atlassian.com

Beyond vibe coding: the case for spec-driven AI development

2026-02-18 20:36
AI is reshaping code development, but without a strong framework, it may lead to technical debt. Matthias Steiner from Syntax argues for **spec-driven development**, which integrates AI across all phases of the software lifecycle. A functional specification acts as a guide for generating consistent designs and code. While vibe coding has its place in early development, it lacks the structure needed for enterprise software longevity. 🌐💻 #AIDevelopment #SoftwareEngineering #TechTrends #Innovation
Darryl K. Taft

DigitalOcean Gradient™ AI Platform Now Integrates with LlamaIndex

2026-02-18 20:23
🚀 DigitalOcean Gradient™ AI Platform now integrates with LlamaIndex! This integration allows seamless connection of your Knowledge Base and LLMs to LlamaIndex workflows. No extra infrastructure needed—just install two packages and start building. 🔗 New packages available: - `llama-index-retrievers-digitalocean-gradientai` - `llama-index-llms-digitalocean-gradientai` These tools support hybrid search, async operations, and more. Explore the possibilities for support assistants, internal tools,...
Narasimha Badrinath

Predictive Optimization at Scale: A Year of Innovation and What’s Next

2026-02-18 20:00
🚀 Exciting updates in predictive optimization are here! A recent article highlights advancements in lakehouse technology, focusing on faster queries and reduced storage costs. Automation is enhancing the management of Unity Catalog tables, leading to greater efficiency. Stay tuned for more innovations in data management! #DataOptimization #Lakehouse #Innovation #Automation #TechTrends

How Benchling saved 8,000 hours by changing how it used Terraform

2026-02-18 18:00
Benchling transformed its infrastructure management, saving 8,000 developer hours by shifting from decentralized Terraform runs to a centralized platform. This change reduced manual coordination and streamlined workflows, allowing developers to focus on higher-value tasks like disaster recovery automation. Learn more about the specific changes that led to these significant time savings! 💻⏳ #Terraform #Infrastructure #CloudComputing #SaaS #DeveloperEfficiency
Mitch Pronschinske

Unlock Massive Token Throughput with GPU Fractioning in NVIDIA Run:ai

2026-02-18 18:00
Unlocking high throughput in AI workloads is essential. NVIDIA Run:ai tackles this with intelligent scheduling and dynamic GPU fractioning, enhancing resource efficiency. 🚀 A recent benchmark with Nebius shows that fractional GPU allocation can significantly boost large language model (LLM) inference performance. Results indicate impressive stats, like achieving 77% GPU throughput with just a 0.5 GPU fraction. 📊 This approach allows enterprises to run multiple LLMs efficiently, meeting user...
Boskey Savla

Safeguarding Dynamic Configuration Changes at Scale

2026-02-18 17:01
Airbnb's dynamic configuration platform, Sitar, enhances the way developers manage runtime behavior without service interruptions. It allows for safe, flexible changes, ensuring reliability through validation and controlled rollouts. Key features include a Git-based workflow, staged rollouts, and fast rollbacks, fostering a smoother developer experience. Sitar aims to balance flexibility with safety, making incident response quicker and more efficient. #AirbnbTech #DynamicConfiguration...
Cosmo W. Q

Mind the gap: Closing the AI trust gap for developers

2026-02-18 17:00
Developers are increasingly using AI tools, with over 84% engaging or planning to do so in 2025. However, trust in these tools has significantly declined, with only 29% expressing confidence in their reliability. This gap highlights the importance of ensuring AI outputs are accurate and safe before deployment. The shift towards AI in development is complex, as developers seek value and assurance in their workflows. #AI #DeveloperTrust #SoftwareDevelopment #TechTrends #Innovation 🤖🔍📉
Eira May

Topping the GPU MODE Kernel Leaderboard with NVIDIA cuda.compute

2026-02-18 17:00
NVIDIA's cuda.compute library is transforming GPU programming for Python developers. Historically, achieving fast GPU performance required C++ expertise. However, cuda.compute offers a high-level Python API that simplifies access to optimized CUDA primitives. This innovation helped the NVIDIA CCCL team excel in the GPU MODE leaderboard, achieving top finishes across various architectures. 🏆💻 The library enables custom data types, supports rapid development with JIT compilation, and maintains...
Daniel Rodriguez

Is your on-call rotation quietly burning out top talent?

2026-02-18 16:54
On-call work is essential for IT operations teams, but rising complexity and pressure can lead to burnout. Increased workloads can slow incident management and affect team performance. To combat this, organizations can create balanced on-call schedules that prioritize employee well-being alongside operational needs. AI can assist, but a human-centered approach is key. Guiding principles for sustainable on-call scheduling include clear ownership of incidents and reducing cognitive load. A...
Cristina Dias

New AI repos catalog at Cisco DevNet Code Exchange

2026-02-18 16:48
Discover the new AI repositories catalog at Cisco DevNet Code Exchange! 🌐 Explore thousands of code repositories related to Cisco technologies, including examples from Cisco teams and community contributors. Currently, you can access two official MCP servers: Splunk and ThousandEyes, along with various community-driven servers. Utilize filtering options for AI agents and MCP servers to find the tools you need. 🔍 Check it out here: https://developer.cisco.com/codeexchange/ai/ #Cisco #DevNet...
Oleksii Borysenko

IBM and UC Berkeley Diagnose Why Enterprise Agents Fail Using IT-Bench and MAST

2026-02-18 16:15
IBM and UC Berkeley have teamed up to explore the reasons behind the failures of enterprise agents in IT automation. Their study focuses on tasks like incident triage, log queries, and Kubernetes actions. Traditional benchmarks often indicate failure but don’t explain the underlying reasons. This research aims to enhance our understanding of these systems. #ITAutomation #EnterpriseTech #AIResearch #IBM #UCBerkeley 🤖📊🔍

Custom Agents now available on Databricks

2026-02-18 16:04
🚀 Exciting news for Databricks users! Custom Agents, previously known as Agent Framework, are now available. This new feature allows users to build and deploy AI agents quickly and efficiently as serverless production apps. Enhance your workflow with your preferred tools while maintaining governance. #Databricks #AI #CustomAgents #TechUpdate #Serverless

Unifying the data center with Cisco Nexus One: The network that works for you

2026-02-18 16:00
🚀 Cisco is advancing data center networking with the introduction of Nexus One. This solution offers unification and flexibility across its Nexus 9000 line. 🔗 Nexus One supports multiple silicon options, enabling a consistent experience for various workloads, including AI deployments. 🌐 It integrates operating systems like Cisco NX-OS and ACI while enhancing networking automation and visibility through Cisco Nexus Dashboard. #Cisco #DataCenter #Networking #NexusOne #AI
Scott Raynovich

Why post-quantum cryptography matters for securing campus and branch networks

2026-02-18 16:00
As quantum computing evolves, it poses a significant risk to current cryptographic systems, particularly in campus and branch networks. These environments are increasingly vulnerable to advanced attacks, including "harvest now, decrypt later" strategies. 🔒 Cisco emphasizes the importance of post-quantum cryptography (PQC) as a solution. PQC aims to protect digital communications against both classical and quantum threats by using new mathematical problems. The first set of PQC standards was...
Albert Chiang

Build and test your first Kubernetes operator with Go, Kubebuilder, and CircleCI

2026-02-18 16:00
🛠️ Ready to build your first Kubernetes operator? This tutorial guides you through creating a namespace labeling operator using Go and Kubebuilder. 📋 Key steps include scaffolding the operator project, implementing reconciliation logic, and running unit tests. You’ll also learn to automate testing with CircleCI for a streamlined CI pipeline. By the end, you'll have a reliable operator that labels new namespaces automatically. #Kubernetes #GoLang #DevOps #CircleCI #CloudComputing
Olususi Oluyemi

How NVIDIA Extreme Hardware-Software Co-Design Delivered a Large Inference Boost for Sarvam AI’s Sovereign Models

2026-02-18 16:00
🌐 As AI adoption grows, developers face challenges in delivering performance for large language models (LLMs) while managing latency and costs. Sarvam AI, based in Bengaluru, is tackling this by creating multilingual models with a focus on data sovereignty. They partnered with NVIDIA to optimize hardware and software, achieving a significant 4x boost in inference performance. 🚀 This collaboration involved using NVIDIA’s latest technology, enabling the development of models supporting 22...
Utkarsh Uppal