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Thursday, March 05, 2026

LLMs, LEGO, and LED lights: How an Elastic engineer stays energized and leads with curiosity

2026-03-05 00:00
Meet Sean Handley, a senior engineering manager at Elastic, who leads the Search team in advancing machine learning and LLMs. His journey began with a fascination for magic tricks and technology, evolving into a passion for creating web pages in the 90s. Sean's career has spanned various innovative technologies, from video software to cloud applications. Now, at Elastic, he combines his curiosity and experience to shape the future of search technology. 🔍💻✨ #Technology #MachineLearning...
Source: Elastic Blog
Langa Chinyoka

OpenAI GPT-5.4 and GPT-5.4 Pro Now Available in AI Gateway and Agent Runners

2026-03-05 00:00
🚀 Exciting news! OpenAI has launched GPT-5.4 and GPT-5.4 Pro models, now accessible via Netlify’s AI Gateway and Agent Runners without any configuration needed. You can easily integrate the OpenAI SDK in your Netlify Functions, allowing seamless usage without the hassle of managing API keys. These models support all Function types and include features like caching and rate limiting. For more details, check out the AI Gateway and Agent Runners documentation. 📚 #OpenAI #GPT5 #Netlify #AIGateway...
Source: Netlify Blog

Stop trusting consumer browsers with work credentials

2026-03-05 00:00
🚨 **Important Reminder for Businesses** 🚨 Many teams are using consumer browsers for work credentials due to convenience, but this can lead to significant security risks. Browsers like Chrome and Safari save passwords easily, but they lack the governance needed for managing business credentials effectively. This can result in lost control over access and increased vulnerability to phishing attacks. It's crucial to have a dedicated password management system like 1Password to ensure secure...
info@1password.com (Chris Fowler)

You can't stream the energy: A developer's guide to Google Cloud Next '26 in Vegas

2026-03-05 00:00
🚀 Google Cloud Next '26 is coming to Las Vegas from April 22-24! This event is all about hands-on problem-solving and networking with fellow developers. Key highlights include specialized tracks on agentic AI, Gemini breakthroughs, and zero-trust security. In-person meetups and collaborative sessions will drive meaningful connections and ideas. Don’t miss the chance to deepen your skills and explore the future of software architecture! 💻✨ #GoogleCloudNext #DeveloperCommunity #AI...

Your digital pit crew: a 10-minute pre-race security checklist

2026-03-05 00:00
🏎️ Ready for race weekend? Don’t let security issues slow you down! Check out this 10-minute security checklist to ensure your streaming accounts and devices are secure before the action starts. 🔐 Key steps include: 1. Inspect your passwords 2. Secure essential accounts 3. Share logins smartly 4. Test multi-device access Stay ahead of potential phishing scams and enjoy the race without interruptions! #Cybersecurity #Formula1 #1Password #RaceWeekend #StaySecure
info@1password.com (Chris Fowler)

Wednesday, March 04, 2026

Why enterprise software development needs air traffic control

2026-03-04 22:35
Navigating the evolving landscape of AI tools in enterprise software development presents challenges for CIOs. With developers eager to utilize new AI coding assistants, the rapid pace of innovation complicates decision-making. Enterprises must balance agility with data privacy and compliance. Tool fragmentation is a significant issue, with many teams using multiple tools, leading to inefficiencies. 📉 The article emphasizes the need for effective management of these tools, likening it to air...
Emilio Salvador

Teaching LLMs to reason like Bayesians

2026-03-04 20:29
Researchers are teaching large language models (LLMs) to reason using Bayesian methods. This approach involves training LLMs to mimic predictions from an optimal Bayesian model. By doing so, LLMs can better understand user preferences through ongoing interactions. This helps improve personalized recommendations, moving beyond simple assumptions. The findings suggest that LLMs can effectively learn and generalize reasoning skills across various tasks. This method may enhance their performance...

Introducing OpenClaw on Amazon Lightsail to run your autonomous private AI agents

2026-03-04 20:04
🚀 AWS has launched OpenClaw on Amazon Lightsail, simplifying the process of running autonomous private AI agents. OpenClaw is pre-configured with Amazon Bedrock, allowing users to start chatting with their AI assistants right away. This self-hosted agent can manage emails, browse the web, and connect with messaging apps like WhatsApp and Telegram. To get started, simply create an instance on the Amazon Lightsail console, select OpenClaw, and follow the easy setup to pair your browser. #AWS...
Source: AWS Blog
Channy Yun (윤석찬)

AerynOS is a Linux distribution geared toward performance and bulletproof updates

2026-03-04 20:00
Discover AerynOS, an independent Linux distribution designed for speed and reliable updates. 🚀 This OS features a next-gen package manager called Moss and a rapid build system named Boulder, streamlining app creation. It also simplifies complex EFI configurations to reduce boot issues. Currently in early development, AerynOS is not recommended for daily use, but is perfect for testing and feedback. It offers a choice of desktop environments, including GNOME and COSMIC. Try it out and explore...
Jack Wallen

February 2026 – Month of Smart Connections

2026-03-04 19:20
February 2026 highlights the Month of Smart Connections at Cisco DevNet. This campaign focuses on building connections through automation and programmability across the networking ecosystem. It features four videos showcasing vendor-agnostic approaches to network automation. Key topics include using Cisco NSO for multi-vendor environments and exploring Python, Ansible, and CI/CD pipelines for automation. Discover practical ideas to enhance your automation journey! 🌐🤝💻 #CiscoDevNet...
Poncho Sandoval

OpenAI’s Codex is now on Windows

2026-03-04 19:01
🚀 Exciting news! OpenAI’s Codex coding app is now available on Windows. Originally launched for Mac, it quickly gained popularity with over 1 million downloads in its first week. There’s strong anticipation for the Windows version, with over 500,000 developers on the waitlist. The Windows app offers native features like sandboxing and supports familiar tools. It maintains a similar look to the Mac version but includes Windows-specific skills such as WinUI for app developers. Codex uses...
Frederic Lardinois

GSMA Open Gateway offers developers one API for 300+ mobile networks

2026-03-04 18:26
GSMA has launched the Open Gateway initiative, providing developers with a standardized API for over 300 mobile networks. 🌍📱 This approach allows software engineers to access telco capabilities like location and security without needing to adapt to different network protocols. With support from 85 operator groups, the initiative aims for practical implementation in mobile app development. 🔧 Learn more about how this can streamline connectivity for developers! #GSMA #OpenGateway...
Adrian Bridgwater

Announcing the Winners of The Internet Awards: Redditors Vote on the Best of the Internet

2026-03-04 18:04
🚨 The Internet Awards are here! 🚨 For the first time, Redditors voted on their favorite internet moments across 24 categories. The awards highlight the diverse opinions and creativity shared on the platform. 🏆 r/bald was named “The Community of the Moment,” celebrating its inclusive approach to baldness. 🎶 KPop Demon Hunters won multiple awards, including “Hottest Earworm” and “Most Quotable.” Check out the winners and join the conversation! #InternetAwards #Reddit #Community #KPop #BaldPride
Staff

It Wasn’t a Culture Problem: Upleveling Alert Development at Airbnb

2026-03-04 18:01
🚀 Airbnb enhanced its Observability as Code (OaC) alert review process, reducing development cycles from weeks to minutes. By implementing fast feedback loops, they improved alert behavior validation before deployment. This shift led to the migration of 300,000 alerts to Prometheus, ensuring better reliability for teams. Their goal is to provide seamless monitoring for product teams, inheriting best practices without hassle. #Airbnb #DevOps #Observability #TechInnovation #SoftwareDevelopment
Douglas Smith

The AI Shift: Why RISC-V is poised to challenge Arm and x86

2026-03-04 18:00
The RISC-V standard is evolving, reducing performance gaps with established Arm and x86 processors. This change supports cost-effective chip programming and offers developers freedom from licensing fees. RISC-V's vector capabilities make it ideal for AI applications, especially for parallel processing tasks. Notably, NVIDIA announced CUDA support for RISC-V, enhancing compatibility with Linux systems. This marks a significant step in open-source migration for RISC-V devices. #RISCV #AI...
B. Cameron Gain

Why traditional ITOps is failing to keep up with the unique nature of AI incidents

2026-03-04 18:00
AI adoption is skyrocketing, with 88% of organizations using it in their operations. As we approach 2026, the focus shifts to managing AI incidents effectively. Organizations must treat AI incidents as a unique category, implementing specific processes for remediation to address new risks. Many lack governance policies, highlighting the need for responsible AI practices. Key metrics like hallucination rates and bias are now vital for assessing AI reliability. Cross-functional training will...
Kat Gaines

DragonflyDB CEO: Most real-time AI infrastructure was built for a different era

2026-03-04 17:44
Real-time AI is crucial for personalization and revenue. However, many existing infrastructures struggle to meet modern demands. Legacy systems can lead to performance issues, operational complexity, and rising costs. A robust real-time data layer is essential for supporting intelligent systems effectively. Join DragonflyDB CEO Oded Poncz on March 10 for a live webinar on overcoming these challenges. 🔗 Register today! #RealTimeAI #MachineLearning #Webinar #DataInfrastructure #AIInsights
TNS Staff

Cloud repatriation is hard. Here’s how to build a self-service developer platform that works.

2026-03-04 17:14
As organizations shift workloads back on-premises, they face challenges in balancing cost, security, and cloud-like speed. 🤔 To avoid bottlenecks and frustration among developers, a robust internal developer platform is crucial. It should be integrated and automated for ease of use while minimizing maintenance issues. Join the live webinar on March 12 at 10:30 a.m. PT to learn how VMware vSphere Kubernetes Service can streamline your development process. 🚀 #CloudRepatriation...
TNS Staff

Tuning Flash Attention for Peak Performance in NVIDIA CUDA Tile

2026-03-04 17:00
Unlock the potential of AI with Flash Attention! 🌟 This article explores implementing Flash Attention using NVIDIA cuTile, providing a complete code walkthrough for production readiness. It discusses the "trap and rescue" optimization journey, highlighting pitfalls of naive optimizations. Discover advanced techniques like FMA patterns, fast math, loop splitting, and adaptive tiling to maximize performance. 🚀 For implementation, ensure you have CUDA 13.1, NVIDIA Blackwell architecture, and...
Alessandro Morari

Unified data discovery with business context in Unity Catalog

2026-03-04 17:00
Unlock the power of data discovery with Unity Catalog! 📊 This article highlights how business context enhances data access. It discusses the roles of domains, intelligent curation, and shared semantics in helping teams locate reliable data and AI assets efficiently. Explore how these elements work together to support better decision-making. #DataDiscovery #UnityCatalog #AI #BusinessIntelligence #DataManagement

Bayer Consumer Health scales global self-service analytics with Unity Catalog

2026-03-04 16:50
Bayer Consumer Health is enhancing its global self-service analytics capabilities by implementing Unity Catalog. This move aims to streamline data management and improve access to insights across the organization. The integration of Unity Catalog will support better decision-making processes, allowing teams to leverage data more effectively. Stay tuned for further developments in how Bayer is transforming its analytics landscape. 📊💡 #Bayer #Healthcare #Analytics #DataManagement #UnityCatalog

Cursor Joined the ACP Registry and Is Now Live in Your JetBrains IDE

2026-03-04 15:28
🚀 Exciting news for developers! Cursor is now live as an AI agent in JetBrains IDEs via the Agent Client Protocol. You can easily access it through the agent picker, and it has full project access. Cursor enhances your coding experience with its AI-native workflows, seamlessly integrating with JetBrains' robust features like refactoring and debugging. This addition expands the growing ACP Registry, allowing you to select from various AI agents while working in your preferred IDE. No JetBrains...
Jan-Niklas Wortmann

Eclipse Foundation reports Open VSX hits 300 million monthly downloads

2026-03-04 15:21
🚀 The Eclipse Foundation has announced that Open VSX, the open-source extension registry for VS Code, has reached 300 million monthly downloads. This milestone highlights its importance in the developer ecosystem, especially amid growing demand from AI and cloud-based platforms. Amazon Web Services (AWS) has committed a multi-year, seven-figure investment to support Open VSX and enhance its infrastructure. This investment is separate from AWS's membership in the foundation. #OpenSource...
Paul Sawers

Always-on detections: eliminating the WAF “log versus block” trade-off

2026-03-04 15:00
🔒 Cloudflare is enhancing web security with its new Attack Signature Detection and Full-Transaction Detection features. These innovations eliminate the trade-off between logging and blocking modes in traditional WAFs. By analyzing both requests and responses, Cloudflare can reduce false positives and identify threats more effectively. Attack Signature Detection is now available in Early Access, while Full-Transaction Detection is in development. This always-on framework ensures continuous...
Daniele Molteni

Aikido Security bets on AI to make software secure itself

2026-03-04 14:46
Aikido Security has launched Infinite, the first continuous AI penetration testing solution. This innovation allows software to not only identify vulnerabilities but also validate and patch them automatically. 🛡️🤖 Currently, many organizations struggle with outdated security findings due to traditional testing methods. Aikido's approach aims to change this by integrating security testing into every software release. 📈 With 76% of organizations making rapid production changes, AI-driven...
Darryl K. Taft

Unleash raises $35M, launches Impact Metrics to govern feature rollouts at AI speed

2026-03-04 14:00
Unleash has announced a new funding round of $35 million and launched Impact Metrics, enhancing their feature management capabilities. As AI accelerates software development, the need for controlled feature rollouts becomes critical. Unleash's platform allows teams to use feature flags, enabling targeted testing and adjustments without full redeployment. CEO Egil Østhus emphasizes the importance of discipline in development, especially as AI tools increase speed and expectations. #Unleash...
Paul Sawers

Mind the gap: new tools for continuous enforcement from boot to login

2026-03-04 14:00
Cloudflare introduces new tools for enhanced security, focusing on mandatory authentication and multi-factor authentication (MFA). These tools aim to bridge visibility gaps in network security from device boot to resource access. The Cloudflare One Client improves control over Internet access. Mandatory authentication ensures that only authenticated devices can connect, enhancing security and accountability. This feature will first be available on Windows, with plans for other platforms soon....
Rhett Griggs

IDC Insights: What’s Next for Intelligent Technical Support?

2026-03-04 13:20
🌟 In the AI era, intelligent technical support is becoming essential for organizations. A recent IDC study, sponsored by Cisco, emphasizes that the real differentiator lies in proactive management of IT systems. 🔍 Key insights reveal that companies can significantly reduce maintenance costs and downtime with AI-driven strategies. Cisco IQ is designed to help IT operations shift from reactive measures to predictive support, ensuring continuous performance. 💡 Embracing intelligent support can...
Surbhi Kaul

Why the “bible” of data systems is getting a massive rewrite for 2026

2026-03-04 13:00
📚 Martin Kleppmann's influential book, *Designing Data-Intensive Applications*, is set for a major update in 2026. The second edition aims to incorporate advancements in AI and cloud-native architectures, reflecting the significant changes in data systems over the past decade. ☁️ Kleppmann, alongside co-author Chris Riccomini, focuses on retaining core concepts while updating details. The impact of cloud services on database architecture is a key highlight. Catch their insights at the...
Cynthia Dunlop

MCP Apps support on Vercel

2026-03-04 13:00
🚀 Teams can now build and deploy MCP Apps on Vercel with full support for Next.js! MCP Apps offer a provider-agnostic standard for embedded UIs, running in iframes and communicating with compatible hosts like ChatGPT. This architecture allows for seamless integration without platform-specific code. With Next.js, developers can utilize Server-Side Rendering and React Server Components, creating high-performance interfaces easily. Learn more in the documentation! 📚 #MCPApps #Vercel #NextJS...
Source: Vercel Blog
Andrew Qu

dotInsights | March 2026

2026-03-04 12:44
🚀 Did you know the async and await keywords in C# were introduced in C# 5.0 to simplify asynchronous programming? The compiler uses a state machine to manage your code without extra complexity. 📬 Check out the latest updates in dotInsights by JetBrains, featuring key discussions and insights from the developer community! 🔗 Topics include: - Improving async/await in .NET - Refactoring tips - New tools for .NET developers #dotNet #CSharp #AsyncProgramming #JetBrains #SoftwareDevelopment
Rachel Appel

How to collaborate with AI to improve your Ansible skills

2026-03-04 08:00
Discover how to enhance your Ansible skills with AI! 🤖 In a recent article, the author shares their journey of using AI to create a reporting playbook for auditing Red Hat Enterprise Linux (RHEL) versions. Key insights include handling unreachable hosts and utilizing Jinja2 for efficient data grouping. The final playbook generates a clear, formatted report, simplifying server management. Learn more about this collaboration and the techniques used! 📊💻 #Ansible #AI #SysAdmin #RedHat #Automation
Roberto Nozaki

The experience gap: How developers’ priorities shift as they grow

2026-03-04 07:41
🚀 In our 2025 survey of IntelliJ Platform plugin developers, a significant finding emerged: experienced developers engage with source code 240% more than newcomers. 📊 Of the respondents, 77% have over six years of general software experience, yet 26% are new to the IntelliJ Platform SDK. This creates diverse workflows and challenges. 🆕 New developers report higher difficulty levels with the Platform API, indicating a steep learning curve compared to their experienced peers. #IntelliJ...
Patrick Scheibe

Estimate GPU memory for LLM fine-tuning with Red Hat AI

2026-03-04 07:15
Unlock the potential of fine-tuning language models with Red Hat AI's Training Hub! 🚀 This open-source Python package helps you customize pre-trained models on your datasets. However, fine-tuning demands more GPU memory than inference. To avoid costly errors, the new memory estimator tool calculates your memory needs efficiently. Learn how to optimize your GPU setup, adjust training components, and streamline your fine-tuning process. #RedHatAI #MachineLearning #FineTuning #AI #OpenSource
Mohib Azam

Defeating the deepfake: stopping laptop farms and insider threats

2026-03-04 06:00
Cloudflare is teaming up with Nametag to tackle the rising threat of laptop farms and identity fraud in remote work environments. 💻🔒 The partnership aims to enhance identity verification during employee onboarding and ensure continuous authentication, addressing vulnerabilities in the zero trust model. As attackers leverage AI and deepfake technology to infiltrate companies, traditional security measures are proving inadequate. Companies must adapt to protect sensitive information....
Ann Ming Samborski

Moving from license plates to badges: the Gateway Authorization Proxy

2026-03-04 06:00
🌐 Cloudflare introduces the Gateway Authorization Proxy, enhancing security for clientless devices like virtual desktops and guest networks. This solution shifts identity verification from devices to the network, allowing for granular policy enforcement on any internet-connected device. The new system uses Cloudflare Access-style logins, ensuring accurate user identification for better control and compliance. Discover how this upgrade can streamline your access management! 🔒📊 #Cloudflare...
Alex Holland

Stop reacting to breaches and start preventing them with User Risk Scoring

2026-03-04 06:00
Cloudflare One introduces dynamic User Risk Scores to enhance security measures. This update allows organizations to evaluate user behavior continuously, moving beyond simple "allow/deny" access rules. 🔒 Now, security teams can assess how users behave, enabling real-time access adjustments based on risk scores derived from various behaviors like failed logins and data handling. 📊 Integrations with partners like CrowdStrike enhance this capability by providing external telemetry. This approach...
Ann Ming Samborski

AI-assisted coding needs more than vibes; it needs containers and sandboxes

2026-03-04 05:40
In a recent episode, Ryan speaks with Mark Cavage, President and COO of Docker, about the importance of hardened containers and agent sandboxes in AI-assisted coding. They explore what makes a container "hardened" and how agents are evolving to resemble microservices. The discussion highlights the role of containers in both current and future workflows. Docker Hardened Images provide secure, minimal containers, available for free in the Docker registry. 🔗 Connect with Mark on LinkedIn!...
Ryan Donovan

10 AI prompts to speed your team’s software delivery

2026-03-04 00:00
🚀 AI-assisted coding tools are transforming software delivery, but coding is just 20% of the process. The remaining 80% often slows teams down due to issues like code review backlogs and security scanning delays. Here are 10 AI prompts from GitLab to streamline the software lifecycle. They address challenges in code review, security, documentation, and planning, ensuring that improvements in individual productivity translate to team efficiency. Explore how AI can enhance your workflow and...
Source: GitLab Blog
Chandler Gibbons

How GitLab built a security control framework from scratch

2026-03-04 00:00
🚀 GitLab's Security Compliance team recognized that existing security control frameworks didn't meet their unique needs. They created the GitLab Control Framework (GCF) to better align with their multi-product environment. Through five detailed steps, they tailored controls to focus on quality over quantity, ensuring compliance with various certifications. This custom framework allows for effective management and scaling across products, enhancing audit efficiency and reducing stakeholder...
Source: GitLab Blog
Davoud Tu