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Monday, February 09, 2026

How we built AEO tracking for coding agents

2026-02-09 13:00
🚀 We're developing an AI Engine Optimization (AEO) system that tracks how coding agents interact with our content. This initiative goes beyond standard models to include coding agents that work in real development environments. 🔍 Early findings show that coding agents perform web searches in about 20% of prompts, emphasizing the need for accurate response evaluation. 🛠️ Our approach involves creating ephemeral MicroVMs to run agents safely, capture their activities, and normalize transcript...
Source: Vercel Blog
Allen Zhou

Introducing new token formats and secret scanning

2026-02-09 13:00
🚨 Vercel enhances security by automatically revoking API credentials accidentally posted on public GitHub. Users will receive notifications for detected tokens and can review them in their dashboard. This feature is powered by GitHub secret scanning. New token formats have been introduced for easier identification. Remember to regularly review and rotate your credentials! 🔑 #Vercel #APISecurity #GitHub #TokenManagement #TechUpdates
Source: Vercel Blog
Bel Curcio

Posthog joins the Vercel Marketplace

2026-02-09 13:00
🚀 Exciting news! PostHog has joined the Vercel Marketplace as a provider for feature flags, experimentation, and analytics. With this integration, you can: - Declare flags in code using the Flags SDK - Toggle features in real time for specific users - Roll out changes gradually - Run A/B tests to validate impact This partnership allows teams to ship with confidence, reduce release risks, and make data-driven decisions. Check out the PostHog template for more details! #PostHog #Vercel...
Source: Vercel Blog
Marketplace Team

Securing DNS With Secure Access at Black Hat Europe

2026-02-09 13:00
Cisco has been securing Black Hat events for nearly ten years with DNS security. This year, they advanced to Cisco Secure Access, enhancing visibility and protection. At Black Hat Europe, they monitored 66 million queries and 6,000 unique apps, focusing on DNS-layer security. Notably, they tracked the ApateWeb campaign, which showed reduced activity compared to previous events. #CyberSecurity #BlackHat #CiscoSecureAccess #DNSecurity #TechNews 🌐🔒🛡️
Rob DeCooman

How AI coding makes developers 56% faster and 19% slower

2026-02-09 12:00
AI coding assistants are reshaping software development, but research shows mixed results. One study indicates that developers can be 56% faster with AI help, finishing tasks in 71 minutes versus 161 for the control group. However, another study suggests a 19% slowdown in real-world scenarios. These findings highlight the complexities of integrating AI into coding practices. As the tools evolve, understanding their impact remains crucial. #AICoding #SoftwareDevelopment #TechResearch...
Steve Fenton

How to integrate Developer Hub with OpenShift GitOps

2026-02-09 08:01
🚀 Explore the integration of Red Hat Developer Hub with OpenShift GitOps using ArgoCD! This article outlines the setup process for ArgoCD, covering essential prerequisites and configuration steps. It highlights the importance of namespaces, RBAC configurations, and creating tokens for a seamless connection. 🔗 By following these guidelines, you can automate deployments and enhance your applications’ management. For detailed instructions, check out the full article! #OpenShift #GitOps #ArgoCD...
Joshua Canter

AI meets you where you are: Slack, email & ServiceNow

2026-02-09 07:01
🚀 The IT self-service agent AI quickstart integrates AI with tools like Slack, email, and ServiceNow. Users can seamlessly manage multi-turn workflows without losing context, allowing for efficient requests across platforms. 🔗 This AI solution is part of Red Hat's quickstart catalog, making it easy to implement. With a focus on integration, it addresses the fragmented nature of enterprise work by adapting to existing user environments. 📈 Each interaction is processed through a unified...
Tommy Hughes

Access public data insights faster: Data Commons MCP is now hosted on Google Cloud

2026-02-09 00:00
🚀 Data Commons has launched a free Model Context Protocol (MCP) service on Google Cloud Platform! This new hosted service simplifies access to data, removing the need for complex local installations. Users can now connect AI agents and the Gemini CLI with ease, while Google manages security and updates. Analysts can ask high-level questions in natural language, gaining insights from trusted sources. Developers can create customized AI agents quickly. If you're using the Gemini CLI extension,...

CrowdStrike Is the Only Vendor to Be Named a Customers’ Choice in 2025 Gartner® Voice of the Customer for External Attack Surface Management

2026-02-09 00:00
🌟 CrowdStrike has been recognized as a Customers' Choice in the 2025 Gartner® Voice of the Customer for External Attack Surface Management! This marks the second consecutive year for this distinction. Their Falcon® Exposure Management tool effectively identifies assets and prioritizes vulnerabilities, helping organizations manage risks more efficiently. With an impressive overall rating of 4.7 out of 5 stars and a 93% willingness to recommend, customer feedback highlights the platform's...
Rona Kedmi

How to OTel: A blueprint for OpenTelemetry adoption

2026-02-09 00:00
🚀 OpenTelemetry (OTel) is becoming the standard for observability as major companies shift from proprietary agents. However, many teams face challenges in implementation, often viewing OTel as a simple tool swap rather than a new operating model. The real value of OTel lies in preserving context, which helps reduce investigation time and promotes effective data correlation. For successful adoption, organizations must focus on practical implementation strategies rather than just the buzzwords....
Source: Elastic Blog
David Hope

Transformers.js v4 Preview: Now Available on NPM!

2026-02-09 00:00
🚀 Transformers.js v4 (preview) is now available on NPM! After a year of development, users can easily install it with a simple command: `npm i @huggingface/transformers@next`. Regular updates will be published under the next tag until the full release. Stay tuned for more! #TransformersJS #NPM #SoftwareDevelopment #OpenSource #TechNews

Ways to easily integrate Zapier with Twilio

2026-02-09 00:00
Unlock seamless communication! 📲 Explore how to integrate Zapier with Twilio to connect Twilio with various software suites. This integration simplifies workflows and enhances productivity by automating tasks between platforms. Learn the essential steps and tips to get started in the full article! #Twilio #Zapier #Integration #Automation #Productivity
Amanda Lange

Webflow meets Claude: Design, structure, and manage sites right from Claude

2026-02-09 00:00
🚀 Exciting news for Webflow users! You can now design pages and manage CMS content directly from Claude, thanks to a new first-party connector powered by MCP. This integration simplifies the process of building and managing websites. Streamline your workflow and enhance your design experience with this powerful tool! #Webflow #ClaudeIntegration #WebDesign #CMS #MCP
Source: Webflow Blog

Sunday, February 08, 2026

IDEcline: How the world’s most powerful coding tools became second-class citizens overnight

2026-02-08 17:00
The landscape of software development is changing rapidly. Once dominated by IDEs like Visual Studio and Eclipse, the role of these tools is shifting. Developers are now spending more time orchestrating AI coding agents rather than coding directly in IDEs. Three waves of AI tools have transformed the workflow. The first wave introduced AI features in IDEs, while the second moved AI capabilities to command-line interfaces, allowing for more complex tasks. Now, we are seeing the emergence of...
Janakiram MSV

Behind the builder: Dalia Molina, Sr. Manager Developer Education

2026-02-08 00:00
🌟 Meet Dalia Molina, Sr. Manager of Developer Education at Twilio! In her journey, she transitioned from entrepreneur and educator to a leader in tech. Dalia discusses the challenges of remote work as a new mom and how coaching helped her overcome imposter syndrome. Her story highlights resilience and adaptation in a changing work environment. #Twilio #WomenInTech #Leadership #RemoteWork #ImposterSyndrome
Twilio Employer Brand Team

Saturday, February 07, 2026

Docker versus Nix: The quest for true reproducibility

2026-02-07 18:00
In the article "Docker versus Nix: The quest for true reproducibility," the focus is on performance benchmarking in software development. Docker is praised for its ability to enable engineers to share applications, yet it faces challenges with reproducibility due to "configuration drift." This makes accurate benchmarking difficult, especially for complex applications like ScyllaDB and Cassandra. Michael Stahnke emphasizes a key distinction: while Docker is reusable, it lacks true...
B. Cameron Gain

How WebAssembly and Web Workers prevent UI freezes

2026-02-07 17:00
🚀 WebAssembly (Wasm) and Web Workers are key to preventing UI freezes in web applications. When heavy computations overload the JavaScript main thread, users experience unresponsive pages. By offloading these tasks to background threads, Wasm helps maintain smooth interactions. The article also includes a tutorial on building a high-performance Fibonacci calculator, demonstrating how to keep UIs functional during heavy processing. Explore how to enhance your web app's responsiveness!...
Jessica Wachtel

How GSD turns Claude into a self-steering developer

2026-02-07 17:00
🚀 ClawdBot MoltBot OpenClaw has gained remarkable popularity as an open-source AI assistant that operates on your local machine. It connects with common apps like WhatsApp and Slack, aiming to enhance the user experience. However, security issues highlight the need for caution when experimenting with LLM agents. 🔒 The article also discusses the GSD extension for Claude, showcasing its capabilities in project planning and execution, particularly using SwiftUI. 📊 #AI #OpenSource #TechTrends...
David Eastman

Memory-Safe Jule language emerges as C/C++ alternative

2026-02-07 16:00
📢 The emergence of Jule, a new open-source programming language, offers a memory-safe alternative to C/C++. With calls from U.S. agencies for safer coding practices, Jule aims to address critical system vulnerabilities. It combines the performance of C with the simplicity of Go, while ensuring memory safety through runtime checks and compile-time analysis. Developed since 2022, Jule is designed to work seamlessly with existing C/C++ systems. Its immutable-by-default approach enhances safety,...
Darryl K. Taft

SAP and Salesforce Data Integration for Supplier Analytics on Databricks

2026-02-07 00:30
Unlock the power of supplier analytics by integrating SAP and Salesforce on Databricks. Utilize SAP Business Data Cloud Connect and Lakeflow Connect to unify your CRM and ERP data seamlessly. This integration can enhance your supplier insights and decision-making processes. Stay ahead in data management! 📊🔗 #DataIntegration #SupplierAnalytics #SAP #Salesforce #Databricks

Friday, February 06, 2026

How to Build Production-Ready Genie Spaces, and Build Trust Along the Way

2026-02-06 23:10
Building production-ready Genie Spaces involves a detailed process from creation to optimization. The article discusses the importance of accuracy through benchmark evaluation and systematic optimization in self-service analytics. It emphasizes the need for trust in the Genie feature of Databricks. Learn how to enhance your analytics experience effectively. 📊🔍 #DataAnalytics #GenieSpaces #Databricks #Optimization #TrustInData

AIUC-1 operationalizes Cisco’s AI Security Framework

2026-02-06 20:17
🚀 Cisco is now a technical contributor to AIUC-1, enhancing AI security through its Integrated AI Security and Safety Framework. AI risks are becoming a reality, with significant financial impacts reported. A recent survey found that 64% of large companies have faced losses due to AI failures. Many organizations feel unprepared, as only 29% believe they can defend against AI threats. Cisco’s framework aims to provide a comprehensive understanding of AI security across the entire lifecycle....
Amy Chang

Now Available: Anthropic Claude Opus 4.6 on DigitalOcean’s Agentic Inference Cloud

2026-02-06 19:38
🚀 Claude Opus 4.6 is now live on the DigitalOcean Gradient™ AI Platform! This model offers a 1M-token context and advanced agentic coding, enabling teams to handle large datasets, refactor code, and enhance office productivity. Opus 4.6 integrates seamlessly into your DigitalOcean environment, streamlining usage without extra contracts or management. Get started easily with Serverless Inference today! #AI #DigitalOcean #Opus4.6 #MachineLearning #TechUpdates
DigitalOcean

Meet the Dream Team Getting Super Bowl LX Ready for Kickoff

2026-02-06 19:24
🚀 Super Bowl LX is almost here! At Levi's® Stadium, a dedicated team of four NetAcad students is hard at work, ensuring top-notch network infrastructure for this major event. With over 70,000 fans attending and 100 million viewers expected, their role is crucial. The team recently met Costa Kladianos, a Cisco Networking Academy alumnus, highlighting the program's impact on student growth. #SuperBowlLX #CiscoNetworkingAcademy #FutureLeaders #TechInSports #NetworkInfrastructure
Hayley Shanks

Run Voxtral Mini 4B Realtime on vLLM with Red Hat AI on Day 1: A step-by-step guide

2026-02-06 19:10
🚀 Mistral AI has launched the Voxtral Mini 4B Realtime, a streaming speech recognition model aimed at low-latency voice applications. This model allows for real-time ASR with under 500 ms latency and supports 13 languages, making it ideal for global voice-driven applications. It is available for immediate use through vLLM and the Red Hat AI Inference Server. Developers can easily prototype interactive voice applications and benefit from the open infrastructure provided. 💻🌍 #AI...
Saša Zelenović, Doug Smith

Operant AI targets ‘shadow’ AI agents with real-time security platform

2026-02-06 18:15
As AI agents expand in enterprise applications, they create security gaps. Operant AI has introduced the Agent Protector platform to address this issue. This platform offers real-time zero-trust controls for AI agents, ensuring visibility and control over managed and unmanaged agents. It includes features like behavioral threat detection and least-privilege enforcement across various environments. Operant AI is already known for its AI Gatekeeper and MCP Gateway tools, focusing on security...
Steven J. Vaughan-Nichols

Is the SaaSpocalypse nigh? The era of paying for software seats may be ending.

2026-02-06 16:29
Microsoft CEO Satya Nadella recently predicted that the era of Software as a Service (SaaS) may be ending due to the rise of agentic AI. He suggests that traditional SaaS applications could become obsolete as AI takes on more tasks. 🤖 This prediction gained traction after Anthropic launched new plugins for its Cowork tool, resulting in significant stock declines for companies like Thomson Reuters and Wolters Kluwer. 📉 Financial analysts are now discussing this shift as the "SaaSpocalypse,"...
Janakiram MSV

Updated App Review Guidelines now available

2026-02-06 16:00
📢 Important Update for Developers! The App Review Guidelines have been revised. Now, apps featuring random or anonymous chat must comply with the 1.2 User-Generated Content guideline. Translations of these updated guidelines will be available on the Apple Developer website within a month. Stay informed! 📱✨ #AppDevelopment #AppleGuidelines #UserGeneratedContent #AppReview #TechNews

How Homepage simplifies monitoring your self-hosted services

2026-02-06 16:00
🚀 Are you transitioning to self-hosted services for better security and privacy? The article explores how the tool "Homepage" simplifies monitoring these services. 📊 Instead of juggling multiple tabs to check service statuses, Homepage offers a centralized dashboard for easy access. 🛠️ The article provides a step-by-step guide for installing Docker and Homepage, making setup straightforward. For those looking to enhance their self-hosting experience, this tool could be a game changer....
Jack Wallen

3 Ways NVFP4 Accelerates AI Training and Inference

2026-02-06 16:00
🚀 NVIDIA's latest innovation, NVFP4, is transforming AI training and inference. As AI models grow in complexity, NVIDIA's extreme codesign approach enhances performance across chips and software. NVFP4, starting with Blackwell GPUs, offers 4-bit precision that maintains accuracy while boosting energy efficiency. Key points about NVFP4: 1️⃣ It enables significant performance improvements for training and inference. 2️⃣ Blackwell Ultra GPUs achieve up to 15 petaFLOPS, tripling FP8 performance....
Ashraf Eassa

AI Readiness: Preparing Your Network for Scale Starting with AI Network Assessment Reporting by NetOp AI

2026-02-06 15:57
🔍 Preparing your network for AI is crucial for performance and security. NetOp AI emphasizes the need for proactive modernization to address infrastructure risks as organizations adopt AI. Their automated network assessment reporting helps IT teams manage hardware and visibility across environments. Key practices include continuous assessment and end-to-end visibility for effective decision-making. #AIReadiness #NetworkModernization #NetOpAI #ITInfrastructure #Automation
Ana Nennig

Databricks Named a Leader in the IDC MarketScape: Worldwide Unified AI Governance Platforms 2025-2026 Vendor Assessment

2026-02-06 15:49
🚀 Exciting news! Databricks has been recognized as a Leader in the IDC MarketScape for Worldwide Unified AI Governance Platforms for 2025-2026. This assessment highlights Databricks' strong position in the market, showcasing its innovative solutions in AI governance. Stay tuned for more updates on their continued success! #Databricks #AIGovernance #IDCMarketScape #TechNews #Innovation

An Update on Heroku

2026-02-06 15:19
🚀 Heroku is shifting to a sustaining engineering model aimed at stability, security, and support. This means an emphasis on maintaining quality over introducing new features. Current customers can continue their usage without any changes to pricing or service. Existing Enterprise contracts will remain in effect, but new Enterprise accounts will not be offered. This transition allows Heroku to invest in areas that provide long-term value, including secure AI deployment. #Heroku #TechUpdate...
Source: Heroku Blog
Nitin T Bhat

LLM Inference Benchmarking - Measure What Matters

2026-02-06 14:46
Understanding LLM inference is key for AI teams aiming to optimize performance and cost. The process involves two phases: **prefill**, which is compute-bound, and **decode**, which is memory-bound. Performance depends on factors like FLOPs utilization and memory bandwidth. Benchmarking should focus on three pillars: end-to-end performance, micro-benchmarking of components, and structured improvement strategies. Key metrics include Time to First Token (TTFT), Time per Output Token (TPOT), and...
Rithish Ramesh

Swift Student Challenge submissions are now open

2026-02-06 14:00
🎉 The Swift Student Challenge is now open for submissions until February 28! 🌍 Students worldwide are invited to create app playgrounds. No prior experience is required, and it's free to enter! Just use a Mac or iPad with Xcode or Swift Playground. Your project should be engaging and can be on any topic you're passionate about, experienced in 3 minutes or less. Check out resources and videos from past winners and Apple experts to help you get started! #SwiftStudentChallenge #AppDevelopment...

Soaring to New Heights: How AI is Redefining the Airport Customer Experience

2026-02-06 14:00
🚀 AI is transforming the airport experience for travelers! From streamlined check-ins with facial recognition to predictive flight management, AI enhances efficiency and reduces wait times. Baggage tracking systems help locate lost items, while personalized services offer tailored recommendations. The future of air travel is here! ✈️ #AI #AirTravel #CustomerExperience #Innovation #Technology
Kyle Barnes

Lessons Learned from Securing the World’s Largest Cyber Events

2026-02-06 13:00
🚀 Exciting news from Cisco! We are launching the Cisco Event SOCs website along with a comprehensive Reference Architecture & Operations Guide. This initiative shares insights from securing major cyber events like RSAC™ and Black Hat. The guide addresses challenges faced in dynamic environments, providing practical lessons for managing security under pressure. Perfect for event planners and enterprise network managers alike! #CyberSecurity #CiscoEvents #SOCs #NetworkSecurity #TechInsights
Jessica (Bair) Oppenheimer

Introducing Geist Pixel

2026-02-06 13:00
🚀 Exciting news! The Geist font family now includes Geist Pixel, a bitmap-inspired typeface designed for practical use. Geist Pixel is not just a novelty; it’s a system extension with five unique variants, ensuring precise legibility across various digital platforms. Each glyph is crafted for clarity and rhythm, making it ideal for real-world applications like banners and dashboards. Get started easily with Google Fonts or direct installation. Geist Pixel is designed to blend seamlessly with...
Source: Vercel Blog
Evil Rabbit

Sanity is now available on the Vercel Marketplace

2026-02-06 13:00
🚀 Sanity is now integrated into the Vercel Marketplace! Teams can easily install and manage Sanity directly from the Vercel dashboard. This integration streamlines the process by removing the need for manual API token setups. Start by defining your content schema and connecting your application with the Sanity client. With the automatic provisioning of the project ID, fetching content using GROQ is straightforward. Install Sanity today or use the Next.js + Sanity Personal Website template to...
Source: Vercel Blog
Marketplace Team

Simplified file retrieval from isolated Sandbox environments

2026-02-06 13:00
🚀 Exciting news for developers! The Vercel Sandbox SDK has introduced two new methods that simplify file retrieval from isolated environments. With **downloadFile()**, you can easily download generated reports to your local machine. Plus, **readFileToBuffer()** allows you to access file contents without manual stream handling. Explore the updated documentation to learn more! 📄🔍 #Vercel #SandboxSDK #FileRetrieval #DevTools #Programming
Source: Vercel Blog
Rob Herley