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Tuesday, April 07, 2026

Running AI Workloads on Rack-Scale Supercomputers: From Hardware to Topology-Aware Scheduling

2026-04-07 18:51
🚀 The NVIDIA GB200 NVL72 and GB300 NVL72 systems are advanced rack-scale supercomputers built on NVIDIA Blackwell architecture. They feature 18 compute trays and high-bandwidth networking, designed for AI architects and HPC platform operators. A key focus is bridging the gap between hardware topology and scheduler abstractions, which can complicate operations. NVIDIA Mission Control offers solutions for effective management, integrating with platforms like Slurm and NVIDIA Run:ai to optimize...
Ryan Prout

Empowering Retail Success: How Cisco and Zebra Transform Operations

2026-04-07 18:26
Cisco and Zebra Technologies are partnering to tackle costly retail downtime. Their integration of Cisco Wireless and ThousandEyes with Zebra devices enhances visibility and control for retailers. This collaboration aims to improve productivity and customer satisfaction during peak shopping hours. Retail IT teams often struggle with limited insight into device performance, which can hinder operations. By addressing these visibility gaps, retailers can better manage their systems and minimize...
Kate Van Keulen

Rising to the Era of AI-Powered Cyber Defense

2026-04-07 18:00
🚀 Cisco is partnering with key cyber defenders through Anthropic’s Project Glasswing to tackle AI-powered threats in cybersecurity. The collaboration emphasizes the urgent need for a united front as AI capabilities evolve. Cisco aims to enhance product security and rapidly identify vulnerabilities using advanced AI technologies. As AI innovations benefit defenders, they also empower attackers, raising the stakes in the cyber landscape. The race is on to stay ahead. #Cybersecurity #AI #Cisco...
Anthony Grieco

Anthropic’s Claude Mythos is real, but it’s not for you

2026-04-07 18:00
🌐 Anthropic recently revealed Claude Mythos, a new tier of AI models, despite it not being publicly available yet. Only select partners like Amazon, Apple, and Microsoft will access the Claude Mythos Preview through Project Glasswing for cybersecurity purposes. This model shows strong performance in coding and reasoning, scoring 83.1% on the CyberGym benchmark. Anthropic emphasizes a cautious rollout to ensure that defenders can secure their systems before wider access. #AI #Cybersecurity...
Frederic Lardinois

Adam Grant on how AI reshapes work: why agility beats ability

2026-04-07 17:56
🌟 Adam Grant shares key insights on teamwork in an AI-driven world. He emphasizes that the main challenge is not the technology, but the people involved. 🔍 In his session at Atlassian, he argues that agility is now the new currency of success, surpassing traditional ability. Teams that adapt quickly and experiment will thrive. 🤝 Grant suggests treating AI as a thought partner to enhance collaboration, rather than a definitive source of truth. Leaders should adopt a scientific mindset, testing...
Atlassian

AWS EKS Auto Mode wants to end Kubernetes toil — one node at a time

2026-04-07 17:55
🚀 AWS EKS Auto Mode aims to reduce the complexities of Kubernetes management. In a recent interview, Alex Kestner, AWS Elastic Kubernetes Service's principal product manager, discussed how this feature can alleviate the daily operational burdens on platform teams. Kestner highlighted that many challenges arise from routine tasks, such as node lifecycle management, which divert focus from delivering value to businesses. Auto Mode is designed to streamline these processes, enabling teams to...
Adrian Bridgwater

MongoDB Predictive Auto-Scaling: An Experiment

2026-04-07 17:03
🚀 MongoDB has introduced predictive auto-scaling for Atlas, enhancing the way it manages server loads. This new feature anticipates spikes in demand, scaling up replica sets before overload occurs. Currently, it only scales up; the existing reactive algorithm manages scaling down. Research indicates this could significantly improve performance and save costs for users. 🌍💡 #MongoDB #AutoScaling #CloudComputing #DataManagement #MachineLearning
Source: MongoDB Blog

Building a high-volume metrics pipeline with OpenTelemetry and vmagent

2026-04-07 17:01
🚀 Exciting developments in metrics migration! A recent article details the transition from StatsD to OpenTelemetry and Prometheus for a high-volume metrics pipeline. The team adopted a dual-write approach, using OpenTelemetry Protocol (OTLP) for internal services while keeping StatsD for legacy applications. This migration improved CPU efficiency and reliability, with significant benefits in data handling. They introduced a centralized aggregation pipeline using vmagent, enhancing scalability...
Eugene Ma

Introducing the new Customer Success Experience on Cisco.com

2026-04-07 16:36
🚀 Exciting news from Cisco! A new Customer Success Experience is now live on Cisco.com. This centralized resource center is designed to provide you with the tools, knowledge, and community support whenever you need it. Cisco aims to enhance your technology adoption journey, balancing personalized support with self-service options. This initiative reflects their commitment to putting customers at the heart of everything they do. #Cisco #CustomerSuccess #TechSupport #DigitalExperience #Innovation
John Stone

Evolution of Multi-Objective Optimization at Pinterest Home feed

2026-04-07 16:01
📢 Exciting updates from Pinterest's Home Feed! The evolution of their multi-objective optimization focuses on enhancing user engagement by improving feed recommendation systems. Key strategies include balancing short-term actions with long-term user satisfaction through advanced algorithms like Determinantal Point Process (DPP) and Sliding Spectrum Decomposition (SSD). These enhancements aim to diversify content, ensuring a more satisfying user experience. Pinterest's ongoing efforts will...
Pinterest Engineering

How MakeMyTrip Achieved Millisecond Personalization at Scale with Databricks

2026-04-07 16:00
MakeMyTrip has successfully implemented millisecond personalization using Databricks. This innovation allows for real-time travel recommendations, enhancing the booking experience for users. By leveraging advanced AI, the platform delivers instant context, ensuring travelers receive tailored options quickly. Stay ahead in travel tech! ✈️🔍✨ #TravelTech #Personalization #AI #MakeMyTrip #Databricks

True enterprise sovereignty is more approachable than ever, thanks to K8s-powered cloud-neutral PostgreSQL

2026-04-07 15:31
Digital sovereignty is evolving, shifting focus from infrastructure to databases 🎛️. Geopolitical pressures, especially in Europe, are pushing companies to reconsider reliance on managed services. PostgreSQL is emerging as a cloud-neutral solution, allowing enterprises to maintain control while enjoying automation. Gabriele Bartolini of EDB emphasizes the importance of portability for true sovereignty. This approach enhances consistency, compliance, and strategic flexibility for...
TNS Staff

Building the Digital Nervous System: Join Cisco at Tomorrow.City

2026-04-07 15:29
🌆 Join Cisco at Tomorrow.City to learn how cities are addressing the "digital deficit" by evolving from isolated smart projects to a comprehensive Digital Nervous System. 📅 On April 14, I will host a session on the Digitization of the Right of Way, featuring insights from experts, including Coral Gables' CIO. 👥 Discover how cities like Coral Gables are transforming infrastructure for better management and safer roads. #SmartCities #DigitalNervousSystem #UrbanInfrastructure #Cisco #TomorrowCity
Albert Garcia

Frontend Engineering at Palantir: Plotlines in Three.js

2026-04-07 13:58
Frontend engineering at Palantir is about more than just web apps. Our engineers create systems for mission-critical decision-making, focusing on user needs even under challenging conditions. 🌐 In a recent blog, engineer Lasse discusses 3D workflows using Three.js for geospatial data visualization on the Gaia app. This technology allows users to understand complex data in real-world contexts. 🚀 Challenges include rendering accuracy, performance, and ensuring accessibility for users in the...
Palantir

Adversarial AI: Understanding the Threats to Modern AI Systems

2026-04-07 13:01
Artificial Intelligence is transforming business, but it also introduces new cybersecurity risks. ⚠️ Adversarial AI is a significant concern, involving techniques that exploit and compromise AI systems. Understanding these threats is essential to protect the integrity and reliability of AI-powered products. The article outlines two main forms of adversarial AI and highlights critical attack surfaces, including AI algorithms and generative AI filters. Stay informed to safeguard your...
Kerry Beetge

Hello Developer: April 2026

2026-04-07 13:00
🚀 Exciting updates in the latest edition of Hello Developer! 📅 Join us on bilibili and LinkedIn for engaging discussions. 🛠️ Catch up on essential sessions before WWDC26 and learn how to build a travel app with sample code. 🎨 Don't miss the new design gallery and the significant update to Analytics in App Store Connect. #HelloDeveloper #WWDC26 #AppDevelopment #Analytics #DesignGallery

Model Flop Utilization is the metric Aria Networks says will define the AI infrastructure era

2026-04-07 13:00
Aria Networks is introducing a new metric called Model Flop Utilization (MFU) to enhance AI infrastructure efficiency. This metric assesses datacenter performance against peak throughput, crucial for maximizing investment returns. Their "Network that Thinks" initiative combines advanced technologies to improve token efficiency, impacting how quickly models operate across various processing units. As CEO Mansour Karam states, optimizing network performance is vital for achieving the best...
Adrian Bridgwater

Industrial AI: Progress, Pressure, and the Path to Scale

2026-04-07 12:38
🚀 Exciting advancements in Industrial AI are shaping the future of various sectors! According to Cisco's 2026 State of Industrial AI Report, nearly 87% of organizations expect meaningful outcomes from AI within two years. Currently, two-thirds are already deploying AI in live operations, driving significant changes. For instance, automotive plants are seeing productivity boosts with machine vision cameras and Automated Mobile Robots (AMRs). These technologies enhance quality control and...
Samuel Pasquier

From Work-in-Progress to Software Engineer: Shaping My Cisco Tech Career

2026-04-07 12:00
🚀 Satyajit S. shares his transformative journey to becoming a Software Engineer at Cisco. He initially hesitated when he learned about the "Code with Cisco" event but decided to participate, showcasing his passion for technology. Despite not attending a top-tier university, Satyajit emphasizes the importance of potential over perfection in career growth. This experience led him to an internship opportunity at Cisco, shaping his future in tech. #TechCareer #Cisco #GrowthMindset...
Satyajit Satapathy

How to Train Your First TensorFlow Model in PyCharm

2026-04-07 10:36
🚀 Dive into the world of machine learning with TensorFlow! In a recent article by Iulia Feroli, the process of training your first model in PyCharm is explored. TensorFlow simplifies the journey from raw data to deployable models, using tensors and high-level libraries like Keras. The post guides beginners through a practical example, including loading the Fashion MNIST dataset, building Keras models, and visualizing results. Plus, it highlights PyCharm's tools for managing projects and...
Evgenia Verbina

He designed C++ to solve your code problems

2026-04-07 07:40
🚀 Exciting insights on C++ from Bjarne Stroustrup, its creator, in a recent interview! He discusses the language’s origins, aimed at bridging high-level abstractions with low-level control. Stroustrup addresses concerns over memory safety and null pointers, and emphasizes the complexities of modern codebases beyond the “move to Rust” trend. Stay updated on C++ through the Standard C++ Foundation’s website! #CPlusPlus #Programming #BjarneStroustrup #Coding #TechTalk
Phoebe Sajor

Harness engineering: Structured workflows for AI-assisted development

2026-04-07 07:01
Unlocking AI potential in software development involves structured workflows, a concept known as harness engineering. The key lies in providing clear input through a two-phase process: planning and implementation. This starts with creating a repository impact map, allowing the AI to analyze the code base accurately. Next, a structured task template ensures that every task is precise, outlining necessary files, implementation notes, and acceptance criteria. This method reduces errors and...
Marco Rizzi

Running Karpathy's autoresearch on Red Hat OpenShift AI: 198 experiments, zero intervention

2026-04-07 03:15
🚀 Exciting developments in AI research! Andrej Karpathy's autoresearch project tested on Red Hat OpenShift AI ran 198 experiments autonomously over 24 hours. The AI agent modified code, trained for 5 minutes, and improved validation loss by 2.3% without human intervention. The project utilized a multi-stage Containerfile and H100 GPUs, showcasing efficient resource management in a Kubernetes environment. To explore the full potential of autonomous ML, check out the detailed deployment guide...
Roy Belio

Anthropic Claude Mythos Preview: The More Capable AI Becomes, the More Security It Needs

2026-04-07 00:00
🔍 The Claude Mythos Preview highlights the growing importance of AI security as capabilities expand. CrowdStrike emphasizes that frontier models enhance both offensive and defensive strategies in enterprises. With insights from a trillion daily events and over 1,800 AI applications, they aim to enforce AI governance effectively. As AI evolves, adversaries are increasingly leveraging these technologies, with an 89% rise in AI-related attacks noted in CrowdStrike's 2026 Global Threat Report. 🔒...
CrowdStrike

GitLab Duo CLI: Agentic AI for the development lifecycle, now in the terminal

2026-04-07 00:00
🚀 GitLab Duo CLI is now in public beta, designed to enhance the software development lifecycle. It combines agentic AI with automated workflows and an interactive chat mode for when human oversight is needed. This tool operates in two modes: Interactive mode for user engagement, and Headless mode for automation without supervision. Security features include human approval for actions, built-in prompt injection detection, and limited access for agents. Try GitLab Duo CLI today to optimize your...
Source: GitLab Blog
John Coghlan

How agents, digital wallets, and trust are rewriting checkout

2026-04-07 00:00
Recent insights reveal how online checkout is evolving. 📈 Businesses are adapting to changes in the internet economy, with 65% of transactions under $50 occurring on mobile. Digital wallets are speeding up the process, cutting checkout times in half. However, preferences for these wallets differ by region and generation. Additionally, the rise of AI-assisted purchases is leading to a redesign of checkout processes to cater to new buyer behaviors. 📱💳 Understand these shifts to improve...
Source: Stripe Blog

Introducing Enterprise Granular Access Control

2026-04-07 00:00
🚀 Introducing Enterprise Granular Access Control! This new feature aims to streamline team collaboration on websites by allowing scoped permissions. With this, adding contributors can enhance productivity while minimizing risks. It's a significant step towards safer and more efficient teamwork. #Webflow #TeamCollaboration #AccessControl #Productivity #WebDevelopment
Source: Webflow Blog

Pipeline security lessons from March supply chain incidents

2026-04-07 00:00
🚨 In March 2026, multiple supply chain attacks targeted CI/CD pipelines, affecting several tools like Trivy, Checkmarx KICS, LiteLLM, and axios. The attackers exploited compromised credentials to infiltrate and manipulate these widely used systems. Key vulnerabilities included poisoned tools, packaging misconfigurations, and issues with transitive dependencies. GitLab's Pipeline Execution Policies are recommended to enhance security and prevent similar incidents by enforcing mandatory checks...
Source: GitLab Blog
Grant Hickman

Streamline test management with the SmartBear QMetry GitLab component

2026-04-07 00:00
Streamline your test management with the new SmartBear QMetry GitLab component! 🚀 This integration automates the upload of test results from your GitLab CI/CD pipeline to QMetry, reducing manual effort and ensuring up-to-date data across teams. Key benefits include: - Elimination of manual uploads - Complete traceability for compliance - Accelerated feedback loops for faster decisions Learn how to set up and optimize your test management process! 📊🔍 #DevSecOps #TestManagement #GitLab #QMetry...
Source: GitLab Blog
Matt Bonner

TorchTPU: Running PyTorch Natively on TPUs at Google Scale

2026-04-07 00:00
🚀 Introducing TorchTPU, a new engineering stack designed for seamless PyTorch integration on Google’s TPU infrastructure. It offers high-performance capabilities with minimal code changes, utilizing the XLA compiler for optimized distributed training. As we approach 2026, the focus will be on reducing compilation overhead and enhancing support for dynamic shapes. This advancement aims to empower developers and expand AI scalability. #TorchTPU #PyTorch #AI #GoogleTPU #MachineLearning

Monday, April 06, 2026

Stop Answering the Same Question Twice: Interval-Aware Caching for Druid at Netflix Scale

2026-04-06 22:15
🚀 Netflix has developed an experimental caching layer for Apache Druid to enhance real-time analytics at scale. With over 10 trillion rows and 15 million events per second, repetitive queries from dashboards became a challenge. The new caching system retains older data, reducing redundant queries and improving response times by up to 66%. This innovative approach balances data freshness with performance, ensuring efficient data handling during high-demand events. #Netflix #Druid...
Netflix Technology Blog

Anthropic’s harness shakeup “just fragments workflows,” developers warn

2026-04-06 21:39
Anthropic's recent changes to its Claude subscription limits have raised concerns among developers. 🚨 The removal of third-party harness support has led to fears of fragmented workflows, as these tools are crucial for connecting various AI components. Developers can still use harnesses, but now on a pay-as-you-go basis. 💼 To ease this transition, Anthropic is offering a one-time credit for extra usage, redeemable by April 17, and discounts for pre-purchasing bundles. This move seems aimed at...
Adrian Bridgwater

MCP servers turn Claude into a reasoning engine for your data

2026-04-06 21:01
MCP servers enhance Claude's capabilities by connecting your data directly to its reasoning engine. This allows Claude to analyze your data seamlessly, eliminating the need for cumbersome workarounds. Companies can now easily build MCP servers for more efficient data processing. A simple calculator app will demonstrate the essentials of creating an MCP server. Get ready to leverage Claude for your data needs! 💻📊🔍 #DataAnalytics #AI #Claude #MCPservers #TechInnovation
Jessica Wachtel

How we built Organizations to help enterprises manage Cloudflare at scale

2026-04-06 21:00
🌐 Cloudflare announces the public beta of Organizations, a new management layer for enterprise customers. This feature simplifies user management across multiple accounts, addressing the complexities large enterprises face. With the principle of least privilege in mind, organizations can now manage permissions more effectively. The Org Super Administrator role allows centralized control without needing to join each account, easing administrative tasks. Explore how Organizations can streamline...
Nick Zylstra

Let’s Talk Agentic Development: Spotify x Anthropic Live

2026-04-06 19:49
🚀 AI agents are reshaping software development. On March 30, Spotify and Anthropic hosted a discussion at Spotify's London HQ to explore this shift. Key insights included the impact of agentic-first development on daily workflows and the introduction of Honk, Spotify's coding agent. The conversation highlighted the need for context management and the importance of accountability as agents take on more coding tasks. Catch the full chat for deeper insights! 🎤👩‍💻 #AI #SoftwareDevelopment...
Spotify Engineering

Why ‘Build vs. Buy’ Is the Wrong Question

2026-04-06 19:00
In today's fast-paced market, the traditional 'build vs. buy' approach is limiting. Companies should explore a range of growth strategies, including partnering, investing, and incubating. 🌱 A holistic view allows organizations to leverage their ecosystem and enhance innovation. Emphasizing a mix of strategies can accelerate growth and improve time to market. ⏱️ Tech teams must recognize their strengths while also valuing external expertise from potential acquisitions. This understanding can...
Ammar Maraqa

The Future of Live is Real-Time: Powering Sports, Media, and Venues with Cisco Unified Edge and Intel

2026-04-06 17:30
🚀 Cisco Unified Edge, powered by Intel Xeon 6, is transforming sports, media, and venues by shifting AI processing closer to the action. This innovation enables real-time analytics, smarter venues, and enhanced broadcast workflows. Key benefits include: - **Smart Venues**: Improved crowd management and safety. - **Next-Gen Broadcast**: Efficient remote production with minimal latency. - **Immersive Experiences**: Instant replays and AR/VR for fans. Learn more at the NAB Show, April 19-22....
Bryan Bedford

Frontend Engineering at Palantir: Building a Backend-less Cross-Application API

2026-04-06 17:16
At Palantir, frontend engineering involves more than just building apps. Our focus is on creating interfaces that enable critical decision-making, especially in high-stakes environments. 🚀 In a recent blog post, a frontend engineer discusses frameworks that allow Palantir apps to communicate seamlessly in real-time, such as Gaia for geospatial data and Workshop for interactive interfaces. 🌐 These frameworks support multi-application workflows without relying on backend services, making them...
Palantir

OSDK and Mobile Applications: Building with the Embedded Ontology

2026-04-06 17:16
Discover how the Embedded Ontology transforms enterprise applications for edge operations. 🌐 This innovative approach allows devices to run a local, context-rich version of the Ontology, enabling seamless functionality even without connectivity. 🛠️ It prioritizes local data for real-time decisions, syncing only when possible, thus enhancing user experience in challenging environments. 🚀 Learn more about building a Progressive Web App with the OSDK to empower field technicians and improve...
Palantir

Creating with Rovo: How We Built a Collaborative AI Canvas

2026-04-06 17:06
🚀 Discover how Rovo, our AI solution, is reshaping content creation! Rovo features a collaborative AI canvas, allowing users and AI to work together in real time. It integrates seamlessly with tools like Confluence and Jira, creating a dynamic workspace for various content types. Key insights include the importance of collaboration, real-time editing, and a platform approach to content creation. Learn more about the technology and design principles behind Rovo! #AI #ContentCreation...
Christopher Cheung