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Monday, April 20, 2026

Maximizing Memory Efficiency to Run Bigger Models on NVIDIA Jetson

2026-04-20 23:01
The rise of open source generative AI models is transforming how we deploy technology in the physical world. Developers are keen to implement these models on edge devices for tasks like automation in robotics. 🤖 A significant challenge lies in efficiently running large models on devices with limited memory. The NVIDIA Jetson platform is designed to optimize memory use, enhancing performance while managing resource constraints. This article discusses strategies for maximizing efficiency in...
Anshuman Bhat

Run High-Throughput Reinforcement Learning Training with End-to-End FP8 Precision

2026-04-20 22:52
Reinforcement learning (RL) is crucial as large language models (LLMs) evolve from basic text generation to complex reasoning. Algorithms like Group Relative Policy Optimization (GRPO) enhance model improvement through iterative feedback. RL training involves two phases: a latency-sensitive generation phase and a high-throughput training phase. Researchers are utilizing low-precision data types, such as FP8, to improve performance. This approach can enhance efficiency, especially in scenarios...
Guyue Huang

Busy Plugin Developers Newsletter – Q1 2026

2026-04-20 21:57
🚀 The Busy Plugin Developers Newsletter for Q1 2026 is here! 🧩 Key updates include new approval guidelines for plugins on JetBrains Marketplace. Plugins must not interfere with JetBrains products, especially regarding licensing and subscriptions. 🔧 The "Build Plugins" page has been redesigned for easier navigation, covering the plugin development process from start to finish. Stay updated and ensure compliance with the latest requirements! #JetBrains #PluginDevelopment #SoftwareUpdates...
Elena Kerpeleva

Building the Digital Foundation for a Smarter West Lincoln Memorial Hospital

2026-04-20 19:42
West Lincoln Memorial Hospital is undergoing a major transformation to enhance community healthcare. 🏥 The hospital is implementing a new Cisco network infrastructure, led by Computacenter, to create a smarter, more connected environment. This upgrade aims to improve both patient care and operational efficiency. By integrating advanced technology with EKO's digital framework, WLMH is set to enhance coordination and response times, especially in critical situations. 💻🔗 This redevelopment marks...
Beatrice Jonah

Mitigating Indirect AGENTS.md Injection Attacks in Agentic Environments

2026-04-20 17:00
AI tools are transforming software development, acting as real-time copilots to automate tasks like code generation and debugging. However, recent findings by the NVIDIA AI Red Team reveal vulnerabilities in these tools, particularly through indirect AGENTS.md injection attacks via compromised dependencies. This highlights new supply chain risks in development environments. The article outlines the attack process and offers strategies for mitigating these risks, emphasizing the importance of...
Daniel Teixeira

Smarter URL Normalization at Scale: How MIQPS Powers Content Deduplication at Pinterest

2026-04-20 16:01
📌 Pinterest has developed the Minimal Important Query Param Set (MIQPS) algorithm to address URL normalization challenges. This algorithm helps deduplicate content by identifying which URL parameters are essential for content identity, improving efficiency in processing millions of URLs. It adapts dynamically to various merchant domains, ensuring consistent catalog organization and user experience. Learn more about how MIQPS enhances content quality at scale! 🌐🔗 #Pinterest #URLNormalization...
Pinterest Engineering

AWS Weekly Roundup: Claude Opus 4.7 in Amazon Bedrock, AWS Interconnect GA, and more (April 20, 2026)

2026-04-20 15:53
🚀 Exciting updates from AWS this week! Claude Opus 4.7 is now available in Amazon Bedrock, featuring enhanced coding performance and a 1M token context window. This model excels in agentic coding and professional tasks like document creation and financial analysis. AWS Interconnect has reached general availability, offering private connectivity options for multicloud environments. This includes simplified last-mile connections for high-speed access to AWS. Stay tuned for more innovations!...
Source: AWS Blog
Sébastien Stormacq

How Agentforce Lead Nurturing Agents Generated $100M+ Pipeline Under Rate-Limited Infrastructure

2026-04-20 15:24
🚀 Today’s spotlight in our Engineering Energizers series shines on Rajas Mhatre, Senior Director of Software Engineering at Salesforce. His team developed autonomous engagement agents that have generated over $100 million in sales pipeline, created 10,000+ opportunities, and facilitated 1,500 closed deals. 💼 These agents allow for real-time lead management, transforming Sales Cloud into a proactive sales engine, ensuring every lead is addressed promptly. This innovation addresses the...
Scott Nyberg

How Cisco built an AI-RRM that maximizes your wireless solution

2026-04-20 15:00
Cisco's AI-powered Radio Resource Management (AI-RRM) is transforming how wireless networks are managed. 🌐 This technology enhances network performance and simplifies configuration, making it essential for mission-critical Wi-Fi environments. With AI-RRM, customers are seeing increased throughput with minimal setup effort. Traditional methods of wireless management are now outdated, as users expect reliable connections comparable to home networks. Cisco's solution addresses the complexities...
Minse Kim

From Automation to Autonomy: Cisco and Rockwell Power a New Era for Manufacturing

2026-04-20 14:57
🚀 Cisco and Rockwell Automation are revolutionizing manufacturing by transitioning from isolated AI pilots to true industrial autonomy. Their approach focuses on integrating fragmented systems into cohesive, adaptive environments across factory edges. While 61% of organizations use AI, only 20% have scaled it effectively. The challenge lies in building a unified infrastructure that supports reliable, consistent AI performance. #Manufacturing #IndustrialAI #Automation #Innovation #Cisco
Jeremy Foster

Helping Decision-Makers Say Yes to Kotlin Multiplatform (KMP)

2026-04-20 14:39
Kotlin Multiplatform (KMP) is reshaping mobile development. The traditional model with separate codebases for iOS and Android is no longer effective, leading to issues like feature lag and technical debt. KMP offers a unified approach that reduces costs and enhances agility by sharing core business logic while maintaining performance. This strategic shift allows for faster delivery and secures a competitive edge, especially as AI integration grows. #KotlinMultiplatform #MobileDevelopment...
Ekaterina Volodko

Bridging Data Science and Marketing: Databricks Unveils Delta Sharing Integration for Adobe Experience Platform and Agentic Marketing Workflows

2026-04-20 13:50
🚀 Databricks has launched Delta Sharing integration for Adobe Experience Platform. This new feature allows real-time activation of governed first-party data, enhancing agentic marketing workflows without the need to move or duplicate data. Stay ahead in the competitive landscape with improved data insights! 📊 #DataScience #Marketing #Adobe #Analytics #DeltaSharing

Take Control: Customer-Managed Keys for Lakebase Postgres

2026-04-20 13:45
🔑 Take control of your data security with Customer-Managed Keys for Lakebase Postgres! This feature enhances encryption at rest, crucial for enterprises in regulated industries. It allows firms to manage their own encryption keys, ensuring better control and compliance. Learn how this advancement can benefit your organization. #DataSecurity #Encryption #CloudComputing #Postgres #Lakebase

7 Best Static Code Analysis Tools

2026-04-20 13:01
Exploring static code analysis tools? Choosing the right one for your team can be challenging. While many tools promise cleaner code and fewer bugs, true value comes when these tools are integrated into daily development practices. Different tools cater to varying needs, from centralized quality control to security-focused workflows. Here are a few top options: 1️⃣ Qodana - Ideal for developer-first teams. 2️⃣ SonarQube - Great for broad language support. 3️⃣ Snyk - Focused on security. 4️⃣...
Elizaveta Myšáková

Building the agentic cloud: everything we launched during Agents Week 2026

2026-04-20 13:00
Agents Week 2026 has concluded, showcasing key advancements in the agentic cloud. 🌐 This event highlighted the rapid evolution of agents in various sectors, including development, support, and research. With many users running multiple agents simultaneously, the demand for scalable compute capacity is significant. We introduced crucial tools, such as Git-compatible versioned storage and secure environments for agents, addressing the need for both performance and security. Explore the future...
Anni Wang

Get hands on with agents, vibe coding and more at Data+ AI Summit

2026-04-20 13:00
🚀 Join the Data+ AI Summit for hands-on training on agents and vibe coding! Early bird registration is open until April 30, offering a 50% discount on training fees. This is a great opportunity to enhance your skills and save on costs. Don't miss out—limited seats are available! #DataAISummit #Training #TechSkills

Orchestrating AI Code Review at scale

2026-04-20 13:00
🚀 Exciting developments in AI code review at Cloudflare! We've implemented a CI-native AI code reviewer using OpenCode to enhance our code shipping process. Traditional code reviews often create bottlenecks, but our new system leverages multiple specialized AI agents. 🛠️ Each agent focuses on areas like security, performance, and compliance. A coordinator agent streamlines findings into a single structured review, improving accuracy in identifying bugs and vulnerabilities. This initiative is...
Ryan Skidmore

The AI engineering stack we built internally — on the platform we ship

2026-04-20 13:00
🚀 Cloudflare recently integrated AI into its engineering stack, building tools on its own platform. In the past month, 93% of R&D used AI coding tools, with over 3,683 internal users. 📊 Key stats include 241 million tokens processed and significant growth in developer velocity, nearly doubling merge requests. ✨ The internal project, led by the iMARS team, redefined coding standards and practices, enhancing productivity. #AI #Cloudflare #Engineering #TechInnovation #DeveloperTools
Rajesh Bhatia

Mercedes-Benz Builds a Cross-Cloud Data Mesh with Delta Sharing and Intelligent Replication, Cutting Costs by 66%

2026-04-20 10:18
Mercedes-Benz has developed a cross-cloud data mesh utilizing Delta Sharing and intelligent replication. This innovative approach significantly reduces costs by 66%. The new system balances data freshness and egress costs across different regions, enhancing operational efficiency for the luxury automaker. Stay tuned for more updates on tech innovations in the automotive industry! 🚗💻📊 #MercedesBenz #DataMesh #Innovation #TechNews #AutomotiveTech

What Is a Transactional Database?

2026-04-20 07:30
A transactional database is engineered for managing high volumes of short transactions. These databases support real-time operations and ensure data integrity through ACID compliance. They utilize row-based storage and incorporate built-in concurrency control to handle multiple transactions simultaneously. Learn more about their significance in data management. 💼📊 #TransactionalDatabase #DataManagement #ACIDCompliance #RealTimeOperations #DataIntegrity

Deploy hosted control planes with OpenShift Virtualization

2026-04-20 07:16
Explore hosted control planes with OpenShift Virtualization! 🚀 This article discusses how enterprises can leverage hosted control planes to cut costs and enhance cluster performance. It introduces a three-part series on common architectures, starting with an all-in-one cluster setup for learning and small environments. Future parts will cover more complex architectures involving split management and hosting responsibilities across clusters. Learn more about optimizing your OpenShift...
Prakash Rajendran

Kimi K2.6 on AI Gateway

2026-04-20 07:00
🚀 Kimi K2.6 from Moonshot AI is now live on Vercel AI Gateway! This model specializes in long-horizon coding tasks, supporting languages like Rust, Go, and Python. It can transform simple prompts into complete front-end interfaces. K2.6 enhances API interpretation, stability, and safety for autonomous agents running across multiple applications. To use Kimi K2.6, simply set the model to moonshotai/kimi-k2.6 in the AI SDK. Discover the AI Gateway features, including unified API access, custom...
Source: Vercel Blog
Jerilyn Zheng

17 types of post-purchase emails to build brand loyalty

2026-04-20 00:00
Boost brand loyalty with effective post-purchase emails! 📨 This article outlines 17 types of emails that can transform one-time buyers into repeat customers. It provides insights on timing and includes real-life examples to illustrate best practices. Learn how to enhance customer relationships after the sale and foster loyalty. #CustomerEngagement #EmailMarketing #BrandLoyalty #Ecommerce #MarketingTips
Jesse Sumrak

Consent needed for open tracking pixels? CNIL says yes.

2026-04-20 00:00
France's CNIL has ruled that explicit consent is now required for using email open tracking pixels. 📧🔒 This change impacts email marketing practices significantly. There is an exception for deliverability, but marketers must adapt to comply. Stay informed on the latest requirements and best practices moving forward. #EmailMarketing #DataPrivacy #CNIL #TrackingPixels #Consent
Denis O'Sullivan

Frontier AI Is Collapsing the Exploit Window. Here’s How Defenders Must Respond.

2026-04-20 00:00
🚨 The landscape of cybersecurity is changing with frontier AI, which is drastically reducing the time between vulnerability discovery and exploitation. Organizations need to adapt their risk management strategies as this new technology speeds up offensive capabilities for cybercriminals. CrowdStrike's involvement with leading AI labs allows them to address these challenges effectively by translating AI advancements into defensive measures. Stay informed and prepared! 🛡️🔍 #Cybersecurity #AI...
CrowdStrike

GitHub Copilot's new policy for AI training is a governance wake-up call

2026-04-20 00:00
GitHub has announced a new policy for Copilot users that will take effect on April 24, 2026. Interaction data from Copilot Free, Pro, and Pro+ users will be used to train AI models by default unless users opt out. This change raises important questions for organizations in regulated industries, such as finance and healthcare, regarding data governance and compliance. Notably, GitLab has committed to not using customer code for AI training, providing a clear alternative for those concerned...
Source: GitLab Blog
Allie Holland

Introducing cross-project search in Elastic Cloud Serverless

2026-04-20 00:00
🚀 Exciting news for Elastic Cloud Serverless users! Introducing cross-project search (CPS), a new feature that allows you to search across all your workloads seamlessly. You can now query distributed projects without moving your data, simplifying access and enhancing visibility. This feature ensures project isolation while providing a unified search experience. Administrators can easily link projects, enabling broad searches with precise controls as needed. Plus, security is maintained...
Source: Elastic Blog
Najwa Harif,Hubert Grzesiek

Prepare your pipeline for AI-discovered zero-days

2026-04-20 00:00
🚨 Anthropic's Mythos Preview model has identified thousands of zero-day vulnerabilities, including a bug in OpenBSD that went undetected for 27 years. As AI accelerates threat discovery, organizations struggle to keep pace. One-third of exploited CVEs showed activity before disclosure, highlighting the urgent need for security to be integrated into development pipelines. With AI-generated code adding thousands of new vulnerabilities, timely remediation is crucial. Teams must enforce security...
Source: GitLab Blog
Omer Azaria

Reverse ETL vs. The Private Cloud: A Conceptual Survival Guide

2026-04-20 00:00
Exploring the differences between Reverse ETL and private cloud solutions can clarify data integration strategies. 🌐 The article discusses how Reverse ETL allows data to flow from data warehouses back to operational systems, enhancing real-time decision-making. In contrast, private clouds offer secure environments for managing sensitive data, focusing on control and compliance. Understanding these concepts can help organizations choose the right approach for their data needs. 🔍💡...
Pratik Shinde

What we learned using AI agents to refactor a monolith

2026-04-20 00:00
At 1Password, we explored the use of AI agents for refactoring our large Go monolith, B5. The project aimed to improve service boundaries and scaling while maintaining security and performance. We developed an agentic toolchain to analyze the codebase, which produced a clear extraction order. However, the real insights came when applying these tools in a live environment. Key lessons included the need for careful sequencing in production changes and the importance of creating deterministic...
info@1password.com (Nancy Wang, Wayne Duso, K.J. Valencik)

What’s new in Git 2.54.0?

2026-04-20 00:00
🚀 Git 2.54.0 has been released with several key updates! 🔍 Notable features include the introduction of pluggable object databases, allowing for various storage formats and improving efficiency in handling large binary files. ✍️ The new `git history` command simplifies editing commit history, making it user-friendly and intuitive. 📊 Also, the `git repo structure` command now provides detailed metrics on repository size and object types, enhancing observability. Learn more about these...
Source: GitLab Blog
Patrick Steinhardt

Sunday, April 19, 2026

SmartBear’s Swagger update targets the API drift problem AI coding tools created

2026-04-19 14:00
📢 SmartBear recently announced updates to its Swagger toolset aimed at addressing the API drift issue caused by AI coding tools. The new features include a revamped Swagger Catalog for centralized API visibility and contract testing with drift detection to ensure API behavior aligns with OpenAPI specifications. SmartBear emphasizes "application integrity," allowing organizations to maintain software quality amidst rapid code generation. The drift detection feature works within CI/CD...
Darryl K. Taft

How To Add a Calendly Popup Modal to Webflow And Keep Visitors On-Site

2026-04-19 00:00
Boost your Webflow site with a Calendly popup modal! 📅 This article guides you through the steps to integrate a Calendly modal, helping keep visitors engaged without leaving your site. Learn how to streamline scheduling and enhance user experience. Perfect for businesses looking to improve client interactions! #Webflow #Calendly #WebDevelopment #UserExperience #BusinessGrowth
Source: Webflow Blog

How to Connect a Webflow Form to Mailchimp Without Losing Subscribers or Breaking Your Design

2026-04-19 00:00
Connecting Webflow forms to Mailchimp can enhance your email marketing efforts without disrupting your design. The article outlines a step-by-step process to integrate these platforms effectively. It emphasizes maintaining subscriber data integrity and ensuring a seamless user experience. For those looking to streamline their workflows, this guide offers practical solutions. 📧🖥️ #Webflow #Mailchimp #EmailMarketing #WebDesign #Integration
Source: Webflow Blog

How to Display Airtable Data in Webflow Without Rebuilding Your Workflow

2026-04-19 00:00
Unlock the potential of your projects by learning how to integrate Airtable data into Webflow seamlessly. 📊 This article explains effective methods to display Airtable information in Webflow while maintaining synchronization between the two platforms. 🔄 Explore practical tips for a streamlined workflow that saves time and enhances productivity. #Airtable #Webflow #DataIntegration #WorkflowAutomation #Productivity
Source: Webflow Blog

How to Embed a Booking.com Widget in Webflow Without Breaking Mobile

2026-04-19 00:00
🛠️ Looking to enhance your Webflow site? The article provides a step-by-step guide on embedding a Booking.com widget seamlessly. It emphasizes the importance of ensuring mobile responsiveness during the integration process. Follow the tips shared to optimize user experience across all devices. #Webflow #BookingDotCom #WebDevelopment #MobileOptimization #TechTips
Source: Webflow Blog

How to Open a Typeform Modal on Button Click in Webflow Without Redirecting Users

2026-04-19 00:00
Learn how to enhance user experience in Webflow by opening a Typeform modal on button click without redirecting your audience. This guide provides step-by-step instructions to implement this feature seamlessly, keeping users engaged on your site. Discover the technical details and improve your site's interactivity today! 🚀💻 #Webflow #Typeform #WebDevelopment #UserExperience #CodingTips
Source: Webflow Blog