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Wednesday, November 05, 2025

10 Smart Performance Hacks For Faster Python Code

2025-11-05 10:50
Unlock the potential of Python with 10 smart performance hacks! 🚀 This article by Dido Grigorov highlights strategies to enhance your code's speed without losing clarity. Key techniques include using sets for faster membership testing and avoiding unnecessary copies of large objects. 🐍 These tips empower developers to optimize their performance and tackle complex tasks efficiently. #Python #CodingTips #PerformanceOptimization #SoftwareDevelopment #Programming
Evgenia Verbina

Setting up Intel TDX VMs with Trustee on OpenShift

2025-11-05 08:16
📢 Protecting sensitive data is crucial. The latest article discusses setting up confidential VMs on Red Hat OpenShift using Intel TDX technology. 🔑 This setup ensures data privacy, complying with regulations like DORA. It highlights how to use Trustee for secure attestation during VM boot-up. 🛠️ This proof of concept (PoC) involves configuring KubeVirt and verifying TDX support through the Linux kernel. Learn more about enhancing your cloud security! #CloudComputing #OpenShift #DataPrivacy...
Matias Ezequiel Vara Larsen

Building and running Request Tracker as a quadlet container

2025-11-05 07:16
🚀 Dive into containerization with Request Tracker (RT)! This article guides you through the process of running RT as a quadlet container, utilizing MariaDB and httpd images. Learn about the setup, including persistent storage, configuration, and email routing. Key commands and examples are provided for a smooth deployment. 📦 Explore the benefits of using containers to simplify maintenance and enhance security. #RequestTracker #Containerization #Podman #DevOps #OpenSource
Keith Schincke

Use OpenShift Lightspeed with locally served LLMs to drive security-focused, cost-efficient enterprise solutions for Red Hat products

2025-11-05 07:16
🚀 Red Hat OpenShift Lightspeed is enhancing user efficiency by integrating with locally served large language models (LLMs) through OpenShift AI. This setup boosts data security, reduces costs, and allows for better performance control. The article outlines steps to connect OpenShift Lightspeed with an LLM, from prerequisites to model deployment. Key steps include setting up S3-compatible storage and configuring model connections. For detailed instructions, check the full article! #RedHat...
Samy Zemmouri

Fixes Required for Prometheus’ OpenTelemetry Integration

2025-11-05 00:00
Prometheus and OpenTelemetry integration faces challenges, particularly around compatibility and performance. During PromCon, Julius Volz highlighted issues such as loss of service discovery and SDK complexity. Benchmark tests indicate significant performance discrepancies when using OpenTelemetry versus native Prometheus instrumentation. However, ongoing collaboration is addressing these concerns. Richard Hartmann noted improvements in interoperability and support for data labels....
B. Cameron Gain

CrowdStrike Expands Agentic Security Workforce with New Agents

2025-11-05 00:00
🚀 CrowdStrike is enhancing its agentic security workforce with new agents designed to tackle key challenges in security operations. These agents focus on faster data pipeline creation, simplifying custom app development, and enabling continuous exposure scanning. The Charlotte Agentic SOAR orchestrates these agents for synchronized execution, improving efficiency and enabling proactive security measures. With these advancements, security teams can automate time-intensive tasks, allowing...
Lucia Stanham

CrowdStrike Leads New Evolution of Security Automation with Charlotte Agentic SOAR

2025-11-05 00:00
🚀 CrowdStrike is advancing security automation with Charlotte Agentic SOAR, enhancing the Falcon platform. This new system combines AI-driven agents and human expertise to improve response times against evolving threats. Traditional playbooks struggle to adapt, but Charlotte offers real-time decision-making and context-aware actions. With its robust data layer, security teams can act swiftly and confidently. Learn more about this innovative approach! #CyberSecurity #AI #SecurityAutomation...
Paola Miranda

Falcon for XIoT Innovations Improve Speed and Visibility in OT Networks

2025-11-05 00:00
🌐 Exciting advancements are coming to CrowdStrike Falcon® for XIoT! These innovations aim to enhance visibility and segmentation in operational technology networks. As industrial systems expand, security gaps can arise, leaving networks vulnerable to threats. The new zero-touch asset discovery feature allows for automatic identification of OT assets without the need for complex configurations. This aims to provide security teams with clearer insights and faster responses. Discover more about...
Dana Larson

Tuesday, November 04, 2025

Build Your First HTTP Server in Python

2025-11-04 23:00
🌐 HTTP is a crucial protocol for web communication, acting as the "language" between browsers and servers. An HTTP server processes requests from clients, serving webpages and data like a restaurant server takes orders. It uses requests and responses to share information, with status codes indicating success or errors. Ready to build your own HTTP server in Python? You'll need basic Python knowledge, a terminal, and a text editor. #Python #HTTPServer #WebDevelopment #Programming #TechEducation
Jessica Wachtel

Why Diskless Is a Game-Changer for Running Kafka at Scale

2025-11-04 22:00
Discover how the Kafka community is addressing challenges in handling large data volumes. The new Kafka Improvement Proposal, KP-1150, introduces Diskless Topics, which leverages object storage for replication, reducing costs and complexity. This approach allows businesses to scale Kafka effectively. Join the webinar on Nov. 20 to learn more about optimizing Kafka architecture! 📅💻 #ApacheKafka #DataStreaming #TechWebinar #CloudComputing #BigData
Vicki Walker

De-identifying Medical Images Cost-Effectively with Vision Language Models on Databricks

2025-11-04 21:30
De-identifying medical images is crucial for patient privacy. The article discusses how Vision Language Models (VLMs) excel in this area while being cost-effective on Databricks. With VLMs, the process of ensuring confidentiality in medical imaging is becoming more efficient. This innovation could change the landscape of medical data management. 📊💡🖼️ #MedicalImages #DataPrivacy #Innovation #HealthcareTech #AI

Deepnote, a ‘Successor to Jupyter Notebook,’ Goes Open Source

2025-11-04 21:00
🚀 Deepnote, a popular analytics and data science notebook, has officially gone open source! Since its launch in 2019, over 500,000 data professionals have adopted the platform, which aims to address key challenges found in Jupyter notebooks. Key features include collaboration tools, AI agents, and native integrations. This move supports a community-focused approach, enhancing capabilities for both technical and non-technical users. #Deepnote #OpenSource #DataScience #Collaboration...
Heather Joslyn

Supercharging the ML and AI Development Experience at Netflix

2025-11-04 20:33
🚀 Exciting advancements in ML and AI at Netflix! The Metaflow framework, open-sourced in 2019, enhances the development experience by streamlining workflows from prototype to production. With the new Spin functionality, users can iterate rapidly, allowing for seamless transitions and faster debugging, making AI development smoother and more efficient. For more details, check out the full article! #MachineLearning #AI #Metaflow #NetflixTech #Innovation
Netflix Technology Blog

Building Custom LLM Judges for AI Agent Accuracy

2025-11-04 20:00
MLflow has introduced new LLM-as-a-Judge capabilities aimed at improving the accuracy of AI agents. These enhancements allow organizations to create custom judges tailored to specific domains, ensuring better performance as AI moves into production. Stay updated on advancements in AI quality assurance! 🤖📈 #AI #MachineLearning #MLflow #Innovation #TechNews

From Pilot to Production with Custom Judges

2025-11-04 20:00
Many teams face challenges in moving GenAI projects from pilot to production due to unmet quality requirements. Databricks offers solutions like Judge Builder to help build evaluation infrastructure, enabling safer iterations and consistent output quality. This system supports faster deployment and enhances AI applications across enterprises. The article emphasizes the importance of designing a judge portfolio, accurately capturing expertise, and ensuring robust technical execution for...

Unlocking Modern Risk & Compliance with Moody’s Risk Data Suite on the Databricks Data Intelligence Platform

2025-11-04 20:00
Discover how Moody's Risk Data Suite, in collaboration with the Databricks Data Intelligence Platform, is addressing the challenges faced by financial executives. This integration assists banks in managing risk and compliance while adapting to evolving regulations and customer demands. Stay informed and navigate the complexities of modern finance with these innovative tools. #RiskManagement #FinancialServices #Compliance #Databricks #Moody's 📊🔍💼

When Partners Lead with AI, Everything Changes: Meet Cisco’s 2025 Partner Innovation Challenge Winners

2025-11-04 19:33
🚀 Exciting news from the Cisco Partner Summit 2025! This year's Partner Innovation Challenge celebrated groundbreaking AI solutions that address global challenges. With a 40% increase in submissions, partners showcased innovative approaches in areas like student support and sustainable energy. 🌍 The Grand Prize went to erlySense, which transforms student mental health support into a proactive model. The second place winner, Splid.AI, efficiently connects renewable energy with AI computing...
Alex Pujols

Why Agentic AI Needs a Context-Based Approach

2025-11-04 19:00
AI in engineering is evolving from simple autocompletion to advanced reasoning and automation. This shift is introducing AI agents that assist with tasks like code review. However, a recent study revealed a productivity paradox. Experienced developers using cutting-edge AI tools took 19% longer to complete tasks compared to working without assistance. Surprisingly, many felt the AI had sped them up. The findings highlight the need for a context-based approach in AI development, moving away...
Chris du Toit

Optimizing DoorDash’s in-house search engine platform

2025-11-04 18:13
In early 2024, DoorDash tackled challenges with its in-house search engine to meet global search demands. They achieved a 50% reduction in latency and a 75% decrease in hardware costs. However, they encountered issues with CPU utilization and latency spikes. By transitioning to a new garbage collector and upgrading Apache Lucene, they reduced hardware costs by an additional 30% and improved latency by up to 30%. This experience illustrates how focused optimizations can enhance overall...
Omik Mahajan

A Decade of AI Platform at Pinterest

2025-11-04 18:01
Over the past decade, Pinterest has transformed its AI Platform from fragmented machine learning stacks to a unified system that supports all major operations. Key lessons include the importance of organizational alignment for adoption, the need for layered foundations, and the interplay of enablement, efficiency, and velocity. The evolution is divided into five eras, highlighting the journey from initial fragmentation to broader alignment and advanced capabilities. For more insights, check...
Pinterest Engineering

Video Invisible Watermarking at Scale

2025-11-04 18:00
Meta is utilizing invisible watermarking to enhance content provenance on its platforms. This technology helps detect AI-generated videos, verify original posters, and track content sources. 🌐 The article discusses the challenges faced in scaling this watermarking solution, including the development of a CPU-based system that matches GPU performance while improving efficiency. 🔧 Invisible watermarking embeds data within media files, ensuring persistent identification even after edits or...

How to Predict Biomolecular Structures Using the OpenFold3 NIM

2025-11-04 18:00
Unlock the mystery of biomolecular structures with OpenFold3! 🧬 Deep learning has revolutionized how we predict protein folding, moving us closer to understanding biological architecture. OpenFold3 now extends this capability to multi-chain complexes and small molecules. Powered by NVIDIA, this tool offers rapid sequence search and privacy-preserving collaboration. 🌐✨ Ready to get started? Check out the OpenFold3 API demo and access the source code today! #BiomolecularScience #DeepLearning...
Kyle Tretina

Laura Burkhauser on helping teams rewire for AI

2025-11-04 17:29
🚀 Laura Burkhauser shares insights on AI adoption from her experience leading the product team at Descript. She describes a tech acceptance scale that moves from hostile to rewired. 🔍 Teams often have mixed reactions to AI, from skepticism to full integration. Laura emphasizes the importance of guiding teams through these stages. 🌊 She advocates for focusing on excitement rather than fear in AI adoption. Finding your "beach moment" can inspire teams to embrace change. #AIAdoption...
Atlassian

Migrating the Jira and Confluence applications to AWS Graviton

2025-11-04 17:24
🚀 Atlassian successfully migrated over 3,000 Jira and Confluence instances to AWS Graviton, enhancing performance and efficiency. The transition aimed to leverage both speed and cost-effectiveness, addressing challenges encountered during previous attempts. The move involved strategic planning to ensure minimal user impact while tackling complexities on a large scale. #AWSGraviton #Atlassian #CloudMigration #Jira #Confluence
Jovana Dunisijevic

Why React’s ‘Boring’ Maturity Is Actually Its Main Strength

2025-11-04 17:00
React is often labeled as "mature," a term that can imply obsolescence in tech. However, this maturity is actually a strength. Rather than fading, React continues to evolve, focusing on stability and foundational improvements like Server Components and Hooks. These updates may not grab headlines, but they significantly enhance performance and developer experience. Despite competition from newer frameworks, React remains a heavyweight in the industry, proving that a slower pace can lead to...
Alexander T. Williams

HashiCorp at AWS re:Invent: Accelerate every step of your cloud journey

2025-11-04 17:00
🌐 Exciting times at AWS re:Invent! HashiCorp is a Diamond Sponsor, bringing hands-on learning and collaboration to Las Vegas from December 1-5. Join us at booth 439 for live product showcases, expert insights, and breakout sessions focused on automation and security in cloud environments. 🛠️ Don't miss our demos on Terraform, Vault, and more! Plus, engage in technical discussions with our experts and collect exclusive swag. Check the AWS Session Catalog for sessions like "Run and Scale...
Mike Doheny

R²D²: Perception-Guided Task & Motion Planning for Long-Horizon Manipulation

2025-11-04 17:00
🚀 New advancements in robot manipulation are explored in the latest edition of NVIDIA's R²D². Traditional task and motion planning (TAMP) often struggles in new environments. The integration of perception allows robots to adapt plans in real-time, enhancing their capabilities. Key concepts include subgoals, affordances, and differentiable constraints, which help robots navigate complex tasks effectively. Innovative frameworks like OWL-TAMP and VLM-TAMP are highlighted, using vision and...
Raffaello Bonghi

Exploring a space-based, scalable AI infrastructure system design

2025-11-04 16:58
🚀 Project Suncatcher is a new initiative exploring AI infrastructure in space. The project aims to utilize solar-powered satellite constellations equipped with TPUs and optical links to enhance machine learning capabilities in orbit. Solar energy in space can be significantly more productive than on Earth, potentially revolutionizing AI compute. The early research paper outlines challenges like satellite communication and radiation effects. #SpaceTech #AI #Innovation #ProjectSuncatcher...

Learn How to Lower Heroku Dyno Latency through Persistent Connections (Keep-alive)

2025-11-04 16:27
🚀 Learn how to enhance your Heroku app's performance by reducing latency! The article explains the impact of TCP slow start on web applications and introduces keep-alive connections as a solution. Keep-alives allow multiple requests to reuse a single connection, improving response times by maximizing bandwidth. Understanding these concepts can significantly benefit developers working with HTTP. #Heroku #WebDevelopment #TCP #PerformanceOptimization #KeepAlive
Source: Heroku Blog
Richard Schneeman

PhpStorm Plugins You Might Not Know

2025-11-04 16:15
Enhance your PhpStorm experience with powerful plugins! 🛠️ Plugins add new languages and tools, improving your coding workflow. Notably, Dmitrii Derepko has developed several useful tools for web projects and PHP. Check out the .gitattributes Support plugin for better editing, the Git CODEOWNERS plugin for easier management, and the Cron Support plugin for simplified task scheduling. Interested in plugin development? Don’t miss the free JetBrains Plugin Developer Conference 2025! 🎤 #PhpStorm...
Roman Pronskiy

Next Steps for Apps Distributed in Texas

2025-11-04 16:00
📢 Attention developers in Texas! Apple has announced new tools to help meet compliance with Texas law SB2420, effective January 1, 2026. This includes age assurance and parental consent for users under 18. Developers will need to implement the Declared Age Range and Significant Change APIs to manage age verification and consent requirements. Sandbox testing is available to ensure smooth integration. Stay informed for updates on future legal obligations in other states! #AppDevelopment...

Kubernetes Isn’t Your AI Bottleneck — It’s Your Secret Weapon

2025-11-04 16:00
In the AI era, speed is key to staying competitive. 🚀 While many companies feel hindered by Kubernetes as they scale, it can actually be a powerful tool for rapid experimentation. The real bottleneck has shifted from code generation to validation. Engineers are now focusing on evaluating AI-generated code rather than just writing it. For growth teams, leveraging Kubernetes effectively can enhance your ability to iterate and compete. 💡 #Kubernetes #AI #TechInnovation #SoftwareDevelopment...
Arjun Iyer

3 MCP servers you should be using (safely)

2025-11-04 15:37
Unlock the potential of Large Language Models (LLMs) with Model Context Protocol (MCP) servers! 🛠️ MCP enables AI models to interact with tools and resources effectively. Here are three recommended MCP servers: 1️⃣ **Kubernetes MCP Server** - Allows direct communication with your cluster for resource management. 2️⃣ **Context7 MCP Server** - Provides real-time access to updated technical documentation for development support. 3️⃣ **GitHub MCP Server** - Facilitates natural language...
Cedric Clyburn

Universal Entry Point: A Single Entry Point for Context-Aware Coding Assistance

2025-11-04 15:21
Unlock your IDE's potential with the new **Command Completion** feature! 🚀 This tool provides a universal entry point for context-aware actions, allowing developers to discover IDE features without interrupting their workflow. Just type `..` to get action suggestions tailored to your current context. Explore a more efficient coding experience and enhance productivity in 2025.2 Beta! #IDE #DeveloperTools #CodingEfficiency #TechInnovation #CommandCompletion
Marit van Dijk

RPT-1: SAP Launches a Relational Foundation Model for the Enterprise

2025-11-04 15:00
🚀 SAP is making waves at its TechEd event in Berlin by unveiling its first large language model, SAP-RPT-1. This model is designed specifically for relational and structured business data, setting it apart from traditional LLMs. It aims to enhance users' ability to work with common business scenarios. SAP-RPT-1 will be available on the SAP platform and Hugging Face later this year, simplifying tasks without the need for extensive training. #SAP #TechEd #AI #BusinessIntelligence #DataScience
Frederic Lardinois

Get ready with the latest beta releases

2025-11-04 15:00
🚀 Exciting news for developers! The beta versions of iOS 26.2, iPadOS 26.2, macOS 26.2, tvOS 26.2, visionOS 26.2, and watchOS 26.2 are now available. Make sure to test your apps for compatibility and utilize Xcode 26.2 beta to leverage the latest SDK advancements. Check out the downloads and release notes for more information! 📲💻 #BetaRelease #iOS #AppDevelopment #Xcode #TechUpdates

Empowering students through technology: How LIFT is paving new learning pathways in rural communities

2025-11-04 15:00
🌟 Exciting changes are underway in rural Illinois! Leaders Innovating for Tomorrow (LIFT) is transforming education in Mattoon Community Unit School District #2. By utilizing Cisco technology, LIFT provides students with hands-on learning experiences that open doors to non-traditional career paths. This initiative is paving new pathways for future success. #Education #Technology #CareerPaths #RuralCommunities #Innovation
Russell Smith

Introducing Agent GPA: A Framework for Enterprise-Ready AI

2025-11-04 14:30
Introducing the Agent GPA Framework for Enterprise-Ready AI! 🤖 As enterprises invest heavily in AI agents, the need for clear ROI is more critical than ever. Many leaders are questioning whether their AI initiatives are truly effective and trustworthy. Current evaluation methods often focus on final answers, neglecting the agent's decision-making process. This can lead to hidden costs and eroded trust. The Agent GPA Framework addresses this by breaking down performance into three key...
Anupam Datta

There’s Never Been a Better Time to Partner with Cisco

2025-11-04 14:11
Exciting developments from the Cisco Partner Summit! 🚀 Tim Coogan highlights how Cisco is addressing the urgent needs of customers in the AI space. With new AI-ready solutions and enhanced partner programs, Cisco empowers partners to support evolving infrastructure demands. Key announcements include the Edge Compute portfolio, enabling AI workloads at the edge, and advancements to the AI-ready secure network architecture, ensuring operational simplicity and robust security for enterprises....
Tim Coogan

From Tools to Intelligence: The Engineering Philosophy of Cisco IQ

2025-11-04 14:00
🚀 Cisco IQ is transforming infrastructure management with AI-powered automation and integrated data across all lifecycle phases: planning, design, implementation, operation, and optimization. By bridging gaps between these stages, Cisco aims to streamline processes, reduce costs, and enhance reliability. Learn more about this innovative approach in their latest update. #CiscoIQ #AIAutomation #Infrastructure #TechInnovation #CustomerExperience
Bhaskar Jayakrishnan