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Thursday, August 28, 2025

The age of agents: cryptographically recognizing agent traffic

2025-08-28 14:00
🌐 Cloudflare has introduced Web Bot Auth, allowing websites to differentiate between verified bots and agents. This new system supports the growing demand for granular control over bot traffic, helping to block malicious bots while enabling helpful ones. The classification includes agents that act on behalf of users, enhancing interactions like booking flights or ordering food. Stay updated on the evolving bot landscape! 🤖✨ #WebSecurity #BotTraffic #Cloudflare #VerifiedBots #AIagents
Jin-Hee Lee

The next step for content creators in working with AI bots: Introducing AI Crawl Control

2025-08-28 14:00
🚀 Cloudflare has launched AI Crawl Control, previously known as AI Audit, to empower content creators with smarter crawling controls. This tool allows creators to communicate their terms directly to AI crawlers, addressing the challenges of licensing and referral traffic. With customizable 402 HTTP responses, content owners can specify how crawlers can access their material while promoting potential revenue opportunities. This innovative approach aims to enhance content independence for...
Cam Whiteside

Uninterrupted Motion: Why Factories Need a New Class of Wireless

2025-08-28 13:15
Factories are increasingly using Automated Guided Vehicles (AGVs) and Autonomous Mobile Robots (AMRs) to boost productivity. These vehicles rely on robust wireless networks to operate effectively. 📈🤖 A reliable connection is vital for real-time inspections and safety alerts. Any interruption can lead to missed defects or safety risks, potentially halting production. 🛑⚠️ Companies like BMW and Samsung are already utilizing these technologies to enhance quality assurance and operational safety....
Patricia Costa

Controlling the Rollout of Large-Scale Monorepo Changes

2025-08-28 13:00
Uber is enhancing its deployment strategy by managing the impact of large-scale changes through effective orchestration. As the company moves towards fully automated continuous deployment, implementing robust safety practices is essential to minimize risks. This approach ensures smoother transitions and maintains system integrity during significant updates. #Deployment #Uber #TechUpdates #ContinuousIntegration #SoftwareEngineering 🚀🔧📈

Preparing for the worst: Our core database failover test

2025-08-28 13:00
On July 24, 2025, we conducted a successful failover test of our core control-plane database from Azure West US to East US 2. This exercise confirmed our disaster recovery plans in real-world conditions. All control-plane traffic was tested, ensuring stability without any customer impact. While preview and development traffic were affected, our production CDN traffic remained unaffected across 19 regions. The operation highlighted our commitment to resilience, achieving zero downtime and no...
Source: Vercel Blog
Matthew Binshtok

Secure by Design: A Shift-Left Approach with Testcontainers, Docker Scout, and Hardened Images

2025-08-28 13:00
In today's software development landscape, speed should not compromise security. 🛡️ This article discusses a shift-left approach using tools like Testcontainers and Docker to enhance security early in the development lifecycle. It highlights how developers can conduct reliable integration tests while maintaining high quality. A practical example features a Node.js Movie Catalog API, demonstrating how Testcontainers can streamline testing against a PostgreSQL database. 📦 Learn how modern...
Source: Docker Blog
Anna Chernyshova

Policy as code, explained

2025-08-28 12:00
🚀 Policy as code is transforming IT operations by automating compliance checks in infrastructure deployments. This approach allows for quick verification of stakeholder requirements, moving away from slow, error-prone manual processes. With customizable policy languages, organizations can effectively manage security, compliance, and architecture. Learn more about how companies like Fannie Mae and Wayfair are implementing this strategy. #PolicyAsCode #ITOperations #Infrastructure #Automation...
Mitch Pronschinske

Koog 0.4.0 Is Out: Observable, Predictable, and Deployable Anywhere You Build

2025-08-28 09:26
🚀 The release of Koog 0.4.0 introduces significant improvements for developers. Key features include support for Langfuse and W&B Weave, enhanced observability with OpenTelemetry, and seamless Ktor integration. This version focuses on making agents more predictable and easier to deploy, while also supporting new models and platforms. Explore how these updates can streamline your development process! #Koog #DevTools #OpenTelemetry #Ktor #AIIntegration
Vadim Briliantov

Multicluster resiliency with global load balancing and mesh federation

2025-08-28 07:01
Explore the new architecture for multicluster resiliency using global load balancing and mesh federation! 🌐 This approach combines a global load balancer and a federated service mesh to enhance service availability and disaster recovery, particularly for stateless workloads. New capabilities in Red Hat OpenShift Service Mesh 3.0 and Red Hat Connectivity Link now allow for more robust deployments. Learn how to configure these tools for optimal performance! #Multicluster #RedHat #CloudComputing...
Raffaele Spazzoli

Simplify local prototyping with Camel JBang infrastructure

2025-08-28 07:01
🚀 Apache Camel simplifies integration with systems like databases and APIs through minimal coding. 🌟 Camel JBang, a command-line interface, enhances prototyping by allowing rapid creation and testing of integration flows without complex setups. 🔧 Its infra command quickly launches backends like Kafka or ActiveMQ, streamlining the development process and reducing setup time. For more details, check out the full article! #ApacheCamel #CamelJBang #Integration #Development #Prototyping
Bruno Meseguer

ReSharper’s New Out-of-Process Engine Cuts Visual Studio startup UI freezes by 61%

2025-08-28 07:00
🚀 Exciting news for Visual Studio users! ReSharper 2025.2 introduces an out-of-process engine that significantly reduces UI freezes during analysis. With this update, analysis runs in a separate 64-bit worker, improving workflow by allowing the UI to remain responsive. Testing showed a 61% decrease in UI freezes during startup compared to the previous version. Stay tuned for more optimizations! ⚙️ #ReSharper #VisualStudio #SoftwareDevelopment #Productivity #TechUpdates
Mehul Harry

Build an AI Voice Assistant with Twilio Voice, OpenAI’s Realtime API, and Node.js

2025-08-28 00:00
🚀 Discover how to create an AI voice assistant using Twilio Voice and OpenAI's Realtime API with Node.js! This tutorial guides you through building a conversational assistant that allows fluid, human-like interactions. The new Speech to Speech (S2S) capabilities enhance latency and improve dialogue flow. Learn to set up a Twilio Media Stream server to process audio and deliver real-time responses. Let’s dive into building your own assistant! 🤖💬 #AI #VoiceAssistant #Twilio #OpenAI #NodeJS
Paul Kamp, Dominik Kundel

Build an AI Voice Assistant with Twilio Voice, OpenAI’s Realtime API, and Python

2025-08-28 00:00
🚀 Exciting news for developers! A new tutorial teaches how to build an AI voice assistant using Twilio Voice and OpenAI’s Realtime API with Python and FastAPI. This integration allows for direct Speech to Speech (S2S) functionality, enhancing conversation fluidity. By setting up a Twilio Media Stream server, you can enable your assistant to respond to calls with real-time audio. Explore the possibilities of creating interactive AI experiences! #AI #VoiceAssistant #Twilio #OpenAI #Python
Paul Kamp

Build an AI Voice Assistant with Twilio Voice, the OpenAI Realtime Agents SDK, and Node.js

2025-08-28 00:00
🚀 Dive into the world of AI! This article outlines how to build an AI voice assistant using Twilio Voice, the OpenAI Realtime Agents SDK, and Node.js. It offers practical tips for tool calling and appointment scheduling. Enhance your development skills and explore the integration possibilities. #AI #VoiceAssistant #Twilio #OpenAI #NodeJS
Kelley Robinson, Dominik Kundel

Build Multimodal Conversational AI Experiences with Twilio and the OpenAI Realtime API

2025-08-28 00:00
Unlock the potential of multimodal Voice AI by integrating Twilio APIs with OpenAI's Realtime API. This collaboration enhances customer interactions through practical tutorials and sample projects. Explore how to elevate your conversational AI experiences effectively. #AI #VoiceTech #Twilio #OpenAI #CustomerExperience 🌐🤖💬📈
Lenore Files, Kat McCormick Sweeney, Margot Hughan, Paul Kamp

How to Build a Python MCP Server to Consult a Knowledge Base

2025-08-28 00:00
🚀 Want to enhance your AI assistant's capabilities? Check out this guide on building a Python MCP server to create a searchable knowledge base from your blog. Learn how to connect your AI, like Claude, to your blog content seamlessly without interrupting your workflow. Discover the benefits of the Model Context Protocol (MCP) for secure data access and efficient information retrieval. #AI #Python #KnowledgeBase #MCP #TechGuide
Source: Auth0 Blog
Jessica Temporal

How to Make Outgoing Calls with Twilio Voice and the OpenAI Realtime API and Node.js

2025-08-28 00:00
🚀 Ready to enhance your calling experience? This article explains how to create an AI-driven voice assistant that can make outbound calls using Twilio Voice and the OpenAI Realtime API with Node.js. It covers essential prerequisites including setting up Node.js, Twilio, and OpenAI accounts. The tutorial also provides demo code for dialing a phone number and handling call interactions. Learn more about building your own voice assistant today! 📞💻 #AI #Twilio #OpenAI #NodeJS #VoiceAssistant
Paul Kamp

How to Make Outgoing Calls with Twilio Voice, the OpenAI Realtime API, and Python

2025-08-28 00:00
📞 Learn how to build an AI-driven voice assistant that can make outbound calls using Twilio Voice and the OpenAI Realtime API with Python. This tutorial guides you through the process of setting up your Python environment, ensuring you have the required accounts and tools, including Twilio and OpenAI API access. Follow along as you create a filter function to check phone numbers and initiate calls. Once connected, the OpenAI Realtime API will start the conversation! #AI #Twilio #Python...
Paul Kamp

How to prompt Gemini 2.5 Flash Image Generation for the best results

2025-08-28 00:00
Unlock the potential of Gemini 2.5 Flash Image! 🌟 This advanced model combines text and image processing for seamless image generation. Key features include: - **Text-to-image**: Create images from descriptions. - **Image editing**: Use text to modify existing images. - **Multi-image composition**: Combine multiple images into one. Learn how to write effective prompts to enhance results. Descriptive narratives yield better images than simple keywords. Start creating in Google AI Studio today!...

How We Oops-Proofed Infrastructure Deletion on Railway

2025-08-28 00:00
Railway enhances cloud infrastructure safety with a focus on staged changes and undoable deletions. This approach ensures that destructive actions, such as deleting infrastructure, are carefully managed from the dashboard to the underlying physical resources. Learn more about how these methods protect users and improve overall reliability. #CloudInfrastructure #SafetyFirst #TechInnovation 🌐🔧💡
Source: Railway Blog

SMTP Port 587 vs 465: Which Port Should You Use?

2025-08-28 00:00
📧 Confused about SMTP ports? Here's a quick guide! For email submission, use **SMTP port 587** with StartTLS. It's the current standard, well-supported, and ensures both secure and non-secure connections run smoothly. **Port 465** is an option, but it has a complicated history and is generally not recommended unless absolutely necessary. Choose wisely to avoid troubleshooting! 🔧 #SMTP #EmailConfiguration #TechTips #CyberSecurity
Jesse Sumrak, David Blum

The New Foundation for Enterprise AI

2025-08-28 00:00
Enterprise AI has shifted from being a trial to a necessity for businesses. Global organizations must now integrate AI into their operations to maintain a competitive edge. Connecting SAP with your entire data estate can streamline this process and enhance efficiency. Stay ahead in the evolving tech landscape! 🌐🤖 #EnterpriseAI #SAP #DataIntegration #BusinessStrategy #TechTrends

Wednesday, August 27, 2025

Self-Assessing your Enterprise Strategy and Planning maturity

2025-08-27 20:58
Assessing your enterprise strategy and planning maturity is key for continuous improvement. 📈 Organizations must understand their position on the maturity spectrum to enhance alignment and execution. This can lead to better revenue generation, cost savings, and risk mitigation. Atlassian emphasizes the importance of setting and operationalizing strategy through six facets: Goals, Funds, Work, Systems, Talent, and Updates. Utilize this assessment as a benchmark and revisit it regularly. 🗓️...
dhuether

A Unified Approach to Data Exfiltration Protection on Databricks

2025-08-27 20:30
Data exfiltration poses a significant security risk for organizations. A recent article outlines a comprehensive framework for protecting against unauthorized data movement on Databricks. The recommendations focus on unified strategies to enhance data security and prevent breaches. Implementing these measures can help safeguard sensitive information effectively. 🔒🛡️ #DataSecurity #Databricks #CyberSecurity #DataProtection #InformationSecurity

Breaking AI Testing Barriers: Dynamic Assertions and AI Automation Deliver 1000%+ Productivity Gains

2025-08-27 19:28
🚀 Discover how Gayathri Rajan and her team at Salesforce are revolutionizing AI quality testing! Their innovative approach tackles non-deterministic AI responses and complex integration challenges. By implementing dynamic assertions, they enhance validation processes and boost productivity by over 1000%. Their mission is to ensure reliable AI experiences, empowering teams while transforming quality into a competitive advantage. #AI #QualityTesting #Salesforce #Innovation #Productivity
Scott Nyberg

Kubernetes v1.34: Of Wind & Will (O' WaW)

2025-08-27 18:30
🚀 Kubernetes v1.34 is here, featuring 58 enhancements! This release includes 23 stable, 22 beta, and 13 alpha features, showcasing the strength of its development cycle. 🌬 The theme "Of Wind & Will" highlights the community's resilience in navigating challenges. Key updates include: - **Stable**: Dynamic Resource Allocation (DRA) now enables better device management. - **Beta**: Short-lived ServiceAccount tokens enhance security for image pulls. - **Alpha**: KYAML introduces a new, safer YAML...

How Google’s AI can help transform health professions education

2025-08-27 17:19
Google’s AI is shaping the future of health professions education. 🌍 With a projected shortage of over 11 million healthcare workers by 2030, AI tools are being explored to enhance medical learning. Two studies reveal how Google’s AI models can serve as personalized learning aids for medical students. The first study focused on using generative AI to support clinical reasoning, while the second assessed LearnLM, an AI model tailored for education. Results show strong interest in AI that...

How to Improve CUDA Kernel Performance with Shared Memory Register Spilling

2025-08-27 16:30
🚀 New in CUDA Toolkit 13.0: Shared Memory Register Spilling! This feature helps improve CUDA kernel performance by allowing the compiler to use shared memory for excess variables instead of local memory. This reduces spill latency and L2 pressure for register-heavy kernels. To enable shared memory spilling, use the pragma command in your kernel definition. With this optimization, kernels can perform better, especially in critical regions where registers are heavily used. Learn more about how...
Divya Shanmughan

In-Demand Skills for the Modern Network Engineer

2025-08-27 16:12
📈 Staying current in the tech industry is vital for network engineers. Cisco emphasizes the importance of continuous skill development amid rapid technological changes. 🔍 Their research highlights that networking, cybersecurity, and AI skills are essential for future job roles. 🧠 Critical thinking also emerges as a key skill, helping professionals grasp the "why" behind tech advances. #NetworkEngineering #Cybersecurity #AITechnology #SkillDevelopment #Cisco
Par Merat

How to Scale Your LangGraph Agents in Production From A Single User to 1,000 Coworkers

2025-08-27 16:00
📈 Scaling your AI agent for production use? In a recent article, the deployment of a deep-research agent using the AI-Q NVIDIA Blueprint is explored. This article outlines how NVIDIA tackled the challenges of sharing their AI tools with up to 1,000 coworkers. The focus was on using the NeMo Agent Toolkit to ensure scalability and security while accessing internal data. It details the architecture that supports document processing and web search capabilities. Learn more about the techniques...
Sean Lopp

Terraform provider for Google Cloud 7.0 is now GA

2025-08-27 16:00
🚀 Exciting news for Terraform users! The Terraform provider for Google Cloud has reached general availability with version 7.0. This release introduces new ephemeral resources and write-only attributes to enhance security when managing sensitive data. The community's feedback has played a crucial role in this improvement. With over 1.4 billion downloads, the provider now supports 800+ resources and 300+ data sources. #Terraform #GoogleCloud #CloudSecurity #DevOps #TechUpdates
Vishnu Ravindra

Hack Week 2025: How these engineers liquid-cooled a GPU server

2025-08-27 15:00
🚀 Hack Week 2025 at Dropbox focused on the theme “Keep It Simple,” encouraging innovation and collaboration. One highlight was the "Liquid Cooling CPU/GPU Hardware" project, which won the Learn Fast award. The team developed a custom liquid cooling system for GPU servers to address the thermal demands of AI workloads. This system demonstrated significant benefits, including lower operating temperatures and quieter performance. Future plans include expanding testing across multiple data...
Catie Keck

Secure Streamlit app deployment with AWS Cognito, Streamlit, and CircleCI

2025-08-27 15:00
🔒 This tutorial guides you on deploying a secure Streamlit app using AWS Cognito and CircleCI. It covers prerequisites, setting up AWS Cognito for user authentication, building the Streamlit application, and automating testing and deployment with CircleCI. By the end, you'll be equipped to create a secure, scalable deployment pipeline for your applications. #AWS #Streamlit #CircleCI #WebDevelopment #Authentication
Benito Martin

What’s Next for CLion: The 2025.3 Roadmap

2025-08-27 14:46
🚀 Exciting updates are on the horizon for CLion with the upcoming 2025.3 release, set for November! Key priorities include: - Transitioning to the CLion Nova language engine as the default. - Enhancements to project formats and build tools. - Improved features for embedded development. Stay tuned for more details on these updates! #CLion #SoftwareDevelopment #TechUpdates #EmbeddedDevelopment #Programming
Oleg Zinovyev

AI Gateway now gives you access to your favorite AI models, dynamic routing and more — through just one endpoint

2025-08-27 14:05
🚀 Exciting news from Cloudflare! The new AI Gateway allows users to access multiple AI models through a single endpoint. This update simplifies the management of AI applications with features like unified billing, secure key storage, and dynamic routing. Users can connect to providers like OpenAI and Google, managing everything from one dashboard. Experience improved performance and observability while controlling costs effortlessly. Learn more about these features on the AI Gateway landing...
Mia Malden

How Cloudflare runs more AI models on fewer GPUs: A technical deep-dive

2025-08-27 14:00
🚀 Cloudflare has developed a new platform called Omni to optimize GPU usage for AI models. Omni employs lightweight isolation and memory over-commitment, allowing multiple models to run on a single GPU. This innovation enhances model availability and reduces latency, making AI services more efficient. The platform also simplifies management by using a single control plane to handle model provisioning and scaling automatically. #AI #Cloudflare #TechInnovation #GPU #Omni
Mari Galicer

How we built the most efficient inference engine for Cloudflare’s network

2025-08-27 14:00
🚀 Cloudflare has developed Infire, a new LLM inference engine designed to enhance resource efficiency for AI tasks. Infire uses advanced techniques to optimize memory, network I/O, and GPU utilization, allowing it to serve more requests with fewer resources. Initial tests show it completes tasks up to 7% faster than the previous vLLM engine. Currently, Infire supports the Llama 3.1 model for Workers AI, demonstrating significant performance improvements for Cloudflare’s unique distributed...
Mari Galicer

State-of-the-art image generation Leonardo models and text-to-speech Deepgram models now available in Workers AI

2025-08-27 14:00
🚀 Exciting updates in Workers AI! We've partnered with Leonardo.Ai and Deepgram to enhance our model catalog. Users can now access advanced image generation and real-time text-to-speech models, all hosted on Cloudflare's infrastructure. This integration allows developers to create applications with low-latency image generation and audio voice agents effectively. Discover more about our new models and how they can support your AI projects! #AI #WorkersAI #Leonardo #Deepgram #Cloudflare
Nikhil Kothari

Anomaly alerts now in limited beta for Enterprise customers

2025-08-27 13:00
🚨 Enterprise customers can now access anomaly alerts in limited beta! These alerts help quickly identify unusual patterns in application metrics, allowing for prompt issue resolution. Users can integrate alerts via webhooks into existing monitoring systems and receive notifications directly in Slack channels. Explore this feature with Observability Plus and streamline your monitoring process! #AnomalyDetection #EnterpriseSolutions #MonitoringAlerts #TechUpdates #ObservabilityPlus
Source: Vercel Blog
Malavika Tadeusz

Deploy Slack's Bolt.js to Vercel with @vercel/slack-bolt

2025-08-27 13:00
🚀 Exciting news for developers! @vercel has released @vercel/slack-bolt, an adapter that allows you to deploy Slack's Bolt for JavaScript on Vercel's AI Cloud. This tool helps manage Slack webhook events efficiently. It addresses the challenge of responding within three seconds to avoid timeouts, using Fluid compute’s streaming feature. Compatible with any function or framework like Hono, Nitro, or Next.js, you can start with the Slack Agent Template or explore the library on npm. #Slack...
Source: Vercel Blog
Matt Lewis