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Wednesday, March 18, 2026

What are test hooks in AI-native development?

2026-03-18 16:25
🔍 **Understanding Test Hooks in AI Development** Test hooks connect test commands to events in your AI agent’s workflow, enabling automatic execution. This ensures that tests run consistently, blocking actions if they fail, which helps maintain code quality before reaching CI. AI coding agents can work quickly, making manual test runs disruptive. Test hooks provide a reliable way to run tests during development, reducing the chances of failures slipping through. The article discusses how test...
Jacob Schmitt

Chainguard has a fix for the open source packages your AI agents keep grabbing

2026-03-18 16:24
🚀 Chainguard is tackling a growing security issue in software development caused by AI coding assistants. These tools often rely on outdated training data, leading to the use of older, insecure library versions. 🔍 As AI accelerates code generation, attackers are also leveraging AI to exploit vulnerabilities faster than ever. A recent breach of the Trivy project highlights this risk, showcasing how AI can automate the discovery of misconfigurations. 🛡️ To combat these challenges, Chainguard...
Darryl K. Taft

Sauce Labs wants to solve an AI-created problem nobody wanted to work on

2026-03-18 16:19
🚀 Sauce Labs has launched AI for Test Authoring to address challenges in software testing. With AI speeding up code generation, testing has become a bottleneck. Their new tool allows users to describe desired application behavior in natural language, generating executable test suites automatically. CEO Prince Kohli highlights that testing has long been deprioritized, leading to a gap in quality. Intent-driven testing aims to streamline the process and enhance efficiency. #SoftwareTesting...
Frederic Lardinois

What’s New in Azure Databricks at FabCon 2026: Lakebase, Lakeflow, and Genie

2026-03-18 16:07
🚀 Exciting updates from FabCon 2026 on Azure Databricks! New features like Lakebase, Lakeflow, and Genie enhance data processing and AI capabilities on Azure. These tools streamline the development of intelligent applications, integrating smoothly with Microsoft 365. Stay informed and empowered in your data journey! 💻✨ #AzureDatabricks #DataInnovation #AI #FabCon2026 #Microsoft365

From the Captain’s Chair: Naga Santhosh Reddy Vootukuri

2026-03-18 16:00
🌟 Meet Naga Santhosh Reddy Vootukuri, a Principal Software Engineering Manager at Microsoft Azure SQL and a passionate Docker Captain! With over 17 years of experience, Sunny has contributed to notable CNCF projects like Dapr and Microcks. He actively shares his expertise through blogs, workshops, and conferences on topics such as Cloud computing and Microservices. Sunny's Docker journey began in 2016, sparked by a community event in Shanghai. His enthusiasm for knowledge sharing led him to...
Source: Docker Blog
Jennifer Kohl

How to Build Deep Agents for Enterprise Search with NVIDIA AI-Q and LangChain

2026-03-18 16:00
Unlock the potential of workplace AI with the NVIDIA AI-Q blueprint and LangChain! 🌐 This open-source template helps developers build scalable enterprise agents, addressing issues of disjointed data and limited context. The tutorial shows how to create deep research agents that integrate seamlessly with enterprise systems. Key features include: - Utilizing the NVIDIA NeMo Agent Toolkit for optimization - Monitoring with LangSmith - Ensuring data privacy and security Access the tools needed...
Sean Lopp

Start Netlify projects from a prompt

2026-03-18 16:00
🚀 Build and ship web apps faster with AI and Netlify! Start your projects easily using a simple prompt. Netlify provides the necessary production infrastructure to support your growth without the need for constant rebuilding. Discover how to streamline your development process today. #WebDevelopment #Netlify #AI #TechInnovation #AppDevelopment
Source: Netlify Blog

LLM Compressor v0.10: Faster compression with distributed GPTQ

2026-03-18 15:21
🚀 Exciting news for AI developers! LLM Compressor v0.10 has launched, introducing faster compression for large language models (LLMs). Key features include: - **Distributed GPTQ**: Achieve up to 3.8x speedup using multiple GPUs. - **Compressed-tensors offloading**: Compress models beyond your memory capacity. - **GPTQ FP4 microscale support**: Utilize NVFP4 and MXFP4 quantization schemes. This update enhances performance and accuracy, making it a valuable tool for managing large models...
Kyle Sayers, Charles Hernandez, Dipika Sikka

Capital One deprecated an AI tool it once championed. Its DevEx chief says that’s the point.

2026-03-18 15:02
Capital One has deprecated an AI tool, emphasizing the importance of enabling their 14,000 engineers. Catherine McGarvey, SVP of Developer Experience, highlights the need for proper tools and knowledge to ensure success. The focus is on platform engineering and standardization to streamline processes. This approach reflects a commitment to continuous improvement and efficiency in a regulated tech environment. #CapitalOne #DeveloperExperience #AI #TechInnovation #Engineering
Jennifer Riggins

Simplify access switching for lean IT teams with Cisco Catalyst 1300X Series Switches

2026-03-18 15:00
Introducing the Cisco Catalyst 1300X Series Switches! 🌐 These new switches are designed for lean IT teams in small to medium environments. They offer secure, reliable, and easy-to-manage networking solutions to support more devices and faster Wi-Fi. Key features include up to 60W Power over Ethernet, multigigabit ports for quick connectivity, and enhanced stacking capabilities. Discover how these switches can simplify your network! 🔌✨ #Cisco #Networking #ITSolutions #Catalyst1300X #WiFi7
Jay Kothari

Join Cisco at Upperside World Congress for the latest on AI infrastructure

2026-03-18 15:00
🚀 Join Cisco at the Upperside World Congress in Paris from March 24-26, 2026! Discover the latest in AI infrastructure, SRv6, and autonomous networks. Attend sessions led by Cisco experts for hands-on insights and discussions. Keynote highlights include Michael Beesley and sessions on real-world AI reference architectures. Don’t miss this opportunity to shape the future of networking! 🌐💡 #Cisco #UppersideWorldCongress #AIInfrastructure #Networking #TechEvent
Michael Beesley

NVIDIA RTX PRO 4500 Blackwell launches on Cisco Secure AI Factory with NVIDIA

2026-03-18 15:00
🚀 Cisco is enhancing its Secure AI Factory with the NVIDIA RTX PRO 4500 Blackwell Server Edition GPUs. These GPUs will support enterprise AI across Cisco UCS and Unified Edge portfolios, improving AI inference, vision pipelines, and data processing. Starting March 2026, new Cisco Validated Designs (CVDs) will help streamline deployment from data centers to edge locations. #Cisco #NVIDIA #AI #DataCenter #TechNews
Nicolas Sagnes

Cisco recognized as leader in ABI Research Competitive Ranking for Enterprise WLAN

2026-03-18 15:00
🚀 Exciting news! Cisco has been named the overall leader in the ABI Research 2026 Enterprise WLAN Ranking. This recognition underscores Cisco's commitment to enhancing customer experiences and supporting AI-ready networks. As wireless networks expand, Cisco's innovations address increased bandwidth needs and the complexities of managing high-density environments. With AI and automation, Cisco's solutions are designed to help IT teams operate more efficiently. #Cisco #EnterpriseWLAN...
Lesly Anzo

Cisco and Microsoft: Co-engineering Security for Cloud and AI Journeys

2026-03-18 14:58
Cisco and Microsoft are collaborating to create a unified security solution tailored for cloud and AI environments. This partnership aims to simplify procurement and enhance protection for customers and partners. 🌐🔐 Key innovations include native Azure solutions like Isovalent and AI Defense, along with integrations of Duo and XDR within the Microsoft Security Store. This approach addresses security challenges across diverse environments and helps organizations capitalize on new...
Brian Feeney

How to move from Apache Airflow® to Databricks Lakeflow Jobs

2026-03-18 14:20
🚀 Transitioning from Apache Airflow® to Databricks Lakeflow Jobs? This article provides a comprehensive migration map that outlines the process. It emphasizes a strategic, incremental approach rather than a complete overhaul. You'll find a clear overview of Lakeflow Jobs and detailed migration steps. Explore side-by-side code examples to ease your transition! #DataEngineering #Lakeflow #ApacheAirflow #MigrationGuide #DataManagement

Connecting across continents with women of Cisco Networking Academy

2026-03-18 14:00
This Women's History Month, we celebrate women from Cisco Networking Academy who are shaping the tech industry. 🌍 Their stories illustrate how the right skills can open doors, from Canada to Iraq. Pamela Soto transitioned from a factory job to an engineering role at Cisco through her certifications. These journeys highlight the importance of resilience and connection in building an inclusive tech future. 💪✨ #WomenInTech #CiscoNetworkingAcademy #Empowerment #Inclusion #SkillsForSuccess
Lynn Bloomer

Google Summer of Code 2026 Is Here: Contribute to Kotlin

2026-03-18 13:11
🌟 Exciting news! The Kotlin Foundation is participating in Google Summer of Code (GSoC) 2026! This is a great opportunity for students and contributors to engage in real-world open-source projects. Participants will receive mentorship, a stipend, and gain valuable experience. Key project ideas include Kotlin Compiler Fuzzer, Swift-to-Kotlin interop, and more. Important dates: - Application opens: March 16 - Deadline: March 31 - Coding starts: May 25 Explore project details and apply on the...
Ksenia Shneyveys

Introducing Custom Regions for precision data control

2026-03-18 13:00
🌍 Exciting updates in data control! Cloudflare is enhancing Regional Services with new pre-defined regions including Turkey, UAE, and compliance regions for Australia and Japan. We're also launching Custom Regions, allowing customers to define specific geographical boundaries for data processing to meet compliance and performance needs. This approach ensures global security while addressing local compliance. #DataProtection #Cloudflare #RegionalServices #CyberSecurity #Compliance
Erik Engstrom

Meet the 2026 Vercel AI Accelerator Cohort

2026-03-18 13:00
🚀 Exciting news from Vercel! The 2026 Vercel AI Accelerator has selected 39 early-stage teams from around the world. These founders are focused on creating innovative AI products across various industries. Participants will benefit from Vercel's infrastructure, over $8M in partner credits, and guidance from experienced mentors. Join us for Builder Day on March 18th and Demo Day on April 16th, where these teams will showcase their work to industry leaders! #VercelAI #StartupAccelerator...
Source: Vercel Blog
Caroline Ciaramitaro

v0 now includes diff view to review code changes

2026-03-18 13:00
🚀 Exciting update for v0 users! The platform now features a diff view for reviewing code changes directly within the interface. You can easily see modifications file by file, along with line addition and deletion counts. This enhancement streamlines the review process, eliminating the need to switch between GitHub and v0 for fixes. Check out v0.app or read the documentation for more details! 📄💻 #CodeReview #v0Update #SoftwareDevelopment
Source: Vercel Blog
Sahaj Jain

Cisco and Dräger – Network Reliability in Healthcare

2026-03-18 12:00
Cisco and Dräger are enhancing network reliability in healthcare. Their collaboration focuses on integrating Cisco’s Wi-Fi technology with Dräger’s monitoring solutions to ensure continuous and reliable patient data delivery. Key challenges like network latency and packet loss are addressed through improved wireless infrastructure. This ensures real-time monitoring for critical situations in healthcare. Their partnership also emphasizes interoperability and the transition to next-generation...
Shreyas Trivedi

Scaling Btrfs to petabytes in production: a 74% cost reduction story

2026-03-18 12:00
🚀 Chronosphere achieved a remarkable 74% reduction in storage costs by transitioning from ext4 to Btrfs for managing petabytes of time-series data. Btrfs, a copy-on-write filesystem for Linux, offers features like transparent checksumming and compression. This change significantly decreased their data storage footprint, allowing for more efficient resource use. For those interested, Btrfs can be tested on Google Cloud Platform. #Btrfs #CloudStorage #DataManagement #TechInnovation #CostSavings
Motiejus Jakštys

Why your observability bill keeps growing (and it’s not your vendor’s fault)

2026-03-18 11:00
Engineering teams are facing rising observability costs, often attributing this to vendor pricing. However, the real issues lie within their telemetry practices. 📉 Many organizations generate unnecessary data, lacking ownership and useful attributes, leading to inflated bills. One analysis revealed 82% of data points lacked basic identifiers. 🏷️ Additionally, sensitive information is frequently leaked into observability pipelines, raising security concerns. Effective governance and...
Juraci Paixão Kröhling

CloudBees vs TeamCity: Enterprise CI/CD Beyond Jenkins

2026-03-18 10:00
Exploring CI/CD solutions? Many organizations start with Jenkins for its flexibility but face challenges over time, such as managing plugins and debugging. CloudBees CI enhances Jenkins with enterprise governance and centralized management, ideal for teams wanting to maintain their Jenkins setup. In contrast, TeamCity offers a built-in CI/CD platform, simplifying maintenance and reducing reliance on plugins. It features a user-friendly setup and consistent behavior. Both platforms cater to...
Olga Bedrina

How Advanced Cluster Management simplifies rule management

2026-03-18 07:01
Managing security for secondary networks can be complex and time-consuming. The article discusses how Red Hat Advanced Cluster Management for Kubernetes simplifies this task. By using ConfigMaps, you can define network rules centrally on a hub cluster. This automation allows for the creation of localized MultiNetworkPolicies across all managed clusters, reducing manual efforts and errors. The system ensures compliance and security posture at scale, making it easier for teams to manage their...
Moyo Oyegunle

Unification of Group Chat on the LINE App

2026-03-18 05:00
🚀 LINE App is making changes to enhance user experience by unifying Rooms and Groups into a new feature called Group Chat. 👥 Rooms were meant for quick, temporary conversations, while Groups served long-term interactions with added features. This unification aims to improve usability and reduce server clutter. 📊 Users often created Rooms without realizing they lacked certain features, leading to confusion and data accumulation. The new Group Chat will streamline these functionalities....

Prepare to enable Linux pressure stall information on Red Hat OpenShift

2026-03-18 03:01
🚀 Red Hat OpenShift 4.21 introduces Linux pressure stall information (PSI) via MachineConfig, enhancing resource monitoring for CPU, memory, and I/O. Enabling PSI helps identify resource contention and hidden bottlenecks, improving autoscaling and debugging. However, it increases memory usage for Prometheus pods, showing a 42% rise with over 500 test containers. For more insights on PSI metrics and their impact, check out the article. #OpenShift #Linux #PSI #Kubernetes #CloudComputing
Qiujie Li

How Agentforce Converts LLM Responses into Structured UI for AI Agents Across 4M Sessions

2026-03-18 00:20
🚀 Discover how Salesforce is enhancing AI interactions! In a recent Engineering Energizers Q&A, Utkarsh Jain shares insights on developing the Connections capability within Agentforce. This feature transforms AI responses into structured UI components, improving user experience across over 4 million sessions. The team faced challenges in deciding when to convert text to interactive elements, ensuring usability without overwhelming users. Their approach focuses on delivering effective and...
Scott Nyberg

10 questions to ask before starting your first 3D project

2026-03-18 00:00
🌟 Ready to embark on your first 3D project? Here are 10 essential questions to guide your planning: 1️⃣ What is your project's purpose? 2️⃣ How will you measure success? 3️⃣ Who is your target audience? 4️⃣ What level of interactivity do you need? 5️⃣ What assets do you already have? 6️⃣ What are your team's technical skills? 7️⃣ What is your timeline and budget? 8️⃣ What tools will you use? 9️⃣ How will you gather feedback? 🔟 How will you share your project? Proper planning is key to...
Source: Unity Blog

Bringing stunning visuals to UE mobile games with Arm Accuracy Super Resolution

2026-03-18 00:00
🌟 Arm Accuracy Super Resolution (ASR) is set to elevate mobile gaming by offering desktop-like visuals through temporal upscaling. This technology, built on AMD FSR2 and optimized for mobile, reduces GPU load while enhancing power efficiency. Best of all, ASR is available as a free plugin for Unreal Engine 5! 🎮⚡ #MobileGaming #GameDevelopment #UnrealEngine #ArmASR #GraphicsTechnology

CrowdStrike Innovates to Modernize National Security and Protect Critical Systems

2026-03-18 00:00
🚀 CrowdStrike is unveiling new innovations at Fal.Con Gov 2026 to enhance national security and cyber defense for government systems. Their Falcon® platform aims to empower agencies to modernize operations while ensuring compliance and trust. With challenges from ransomware and advanced adversaries, timely action is crucial. 🛡️ Introducing Falcon Flex, a new model that simplifies procurement and accelerates responses to evolving threats. This approach allows agencies to access the Falcon...
Karan Sondhi

Developer’s Guide to AI Agent Protocols

2026-03-18 00:00
Explore the latest in AI agent development with a focus on six key protocols, including MCP and A2A. These protocols aim to standardize data access and communication, reducing the need for custom integration code. 🛠️ Using a "kitchen manager" agent example, the article illustrates how these tools streamline tasks like inventory checks and secure transactions. 📊 Developers can also leverage the Agent Development Kit (ADK) for interactive dashboards. #AIAgents #TechInnovation #DeveloperTools...

Falcon Platform for Government Now Offers Falcon for XIoT to Secure Connected Assets

2026-03-18 00:00
🚀 Exciting update for government agencies! The CrowdStrike Falcon Platform for Government now includes Falcon for XIoT. This addition enhances security by providing visibility and protection for connected assets across OT and IT environments. Federal agencies can now better protect critical infrastructure, such as power grids and public health systems, from modern threats. Falcon for XIoT helps identify and address vulnerabilities effectively. Learn more about this crucial step in securing...
Adina Schoeneman

From components to systems that scale

2026-03-18 00:00
Unlock faster launches and maintain brand consistency with purpose-driven components and structural variants. The Component Canvas offers a dedicated authoring space that helps teams scale efficiently while retaining control over their projects. Explore how these strategies can enhance your workflow! 🚀💻📈 #TeamEfficiency #BrandConsistency #ComponentCanvas
Source: Webflow Blog

How Identity and Secure AI Deliver Business Value for Airlines

2026-03-18 00:00
Enhance your airline's digital strategy with CIAM solutions like Auth0. ✈️ Today's travelers seek seamless and personalized experiences. By optimizing loyalty programs and reducing friction in sign-ups, airlines can boost customer engagement and revenue. Auth0's tools, including passwordless authentication, streamline account access and improve operational efficiency. 📈💼 Don't miss out on capturing valuable passenger data and fostering loyalty! #AirlineIndustry #CustomerExperience...
Source: Auth0 Blog

Introducing Prompt Templates

2026-03-18 00:00
🚀 Exciting news for Netlify users! We're introducing reusable Prompt Templates to streamline your workflow. These templates cover common tasks like accessibility audits and A/B testing, and they can be customized for your specific needs. You can access these templates directly from your project's agent runs dashboard. Key features include: - Browse public templates - Customize and save your versions - Share your templates with the community Discover more about managing Prompt Templates for...
Source: Netlify Blog

Introducing the Machine Payments Protocol

2026-03-18 00:00
🚀 Exciting news in the world of digital transactions! The Machine Payments Protocol (MPP) is being launched, co-authored by Tempo and Stripe. This open standard enables autonomous agents to transact seamlessly with businesses online. With MPP, payments can be made easily through the PaymentIntents API, supporting microtransactions and recurring payments. Businesses using Stripe can accept payments in both stablecoins and fiat. Innovative companies like Browserbase and PostalForm are already...
Source: Stripe Blog

Introducing the PayPal Payment Links App: Flexible, trusted payments seamlessly integrated into your Webflow site

2026-03-18 00:00
🔗 PayPal has launched the Payment Links app for Webflow, allowing users to accept global payments easily. 🚀 This integration helps businesses launch quickly and convert customers effectively. 🛒 Manage your checkout process with confidence using this trusted solution. #PayPal #Webflow #Ecommerce #Payments #BusinessTools
Source: Webflow Blog

Take the next steps for observability with autonomous IT platforms and Elastic

2026-03-18 00:00
A new analyst report highlights 14 key vendors offering autonomous IT platforms for observability. 🌐 These platforms leverage AI to automatically detect, diagnose, and resolve IT issues, moving from reactive monitoring to proactive, self-healing systems. This shift is crucial for managing complex, distributed systems effectively. Key capabilities include predictive insights and closed-loop automation, enhancing incident response for SRE teams. As we approach 2026, the need for these solutions...
Source: Elastic Blog
Elastic Observability Team

Take the next steps for observability with autonomous IT platforms and Elastic

2026-03-18 00:00
🚀 A new analyst report highlights 14 key vendors in autonomous IT platforms for observability. These platforms use AI to detect, diagnose, and resolve issues automatically—transforming IT operations from reactive to predictive. Key features include predictive insights and natural language interfaces, enhancing incident response for SRE teams. As we approach 2026, the need for closed-loop automation becomes essential in managing complex systems. #ITOperations #Observability #AIOps #Automation...
Source: Elastic Blog
Elastic Observability Team