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Monday, November 24, 2025

Background Coding Agents: Context Engineering (Part 2)

2025-11-24 14:20
In Part 2 of our series on context engineering for background coding agents, we delve into effective migration prompts and necessary tools. Spotify has developed a coding agent to enhance our Fleet Management system, capable of editing code, running builds, and automating pull requests. However, guiding this agent effectively has proven challenging. We initially explored open-source options like Goose and Aider but faced difficulties in scaling them for large migrations. This led us to create...
Spotify Engineering

Evolution and Scale of Uber’s Delivery Search Platform

2025-11-24 14:00
🚀 Uber Eats has developed a new semantic search platform that enhances how users find food and grocery items. This advanced system goes beyond simple keyword searches; it understands meaning and context. It effectively manages typos, synonyms, and supports multiple languages. This innovation aims to improve user experience across billions of options. #UberEats #SemanticSearch #TechInnovation #FoodDelivery #MachineLearning

Get better visibility for the WAF with payload logging

2025-11-24 14:00
Enhance your understanding of Cloudflare's Web Application Firewall (WAF) with revamped payload logging! 📊 The WAF is designed to protect against layer 7 attacks, offering tools like managed rules and custom rules for tailored security. However, false positives can occur, requiring fine-tuning based on customer data. New logging improvements aim to provide clearer insights into WAF actions, reducing noise and increasing signal for better decision-making. 🛡️ #WAF #CyberSecurity #Cloudflare...
Paschal Obba

A Glimpse Into Cisco Mobile Infrastructure Security Developments

2025-11-24 13:00
Cisco is advancing mobile infrastructure security to meet the demands of 5G networks. Their innovative architectures aim to enhance visibility and secure traffic efficiently, especially as workloads shift towards the edge. Key developments include the scalable Security Gateway and support for distributed VPN on Cisco Secure Firewalls. Cisco is also exploring new 5G use cases and enhancing encryption with Cilium CNI for Open RAN deployments. Stay tuned for more updates! 🔒📡🚀 #Cisco #5G...
Oussama Naffati

Claude Opus 4.5 now available in Vercel AI Gateway

2025-11-24 13:00
🚀 Exciting news! Anthropic's Claude Opus 4.5 is now available through Vercel's AI Gateway without the need for additional provider accounts. This model enhances reasoning and problem-solving capabilities, excelling in coding tasks and agentic workflows. It effectively utilizes context and external memory files, making it ideal for frontend development. To get started, use the model identifier "anthropic/claude-opus-4.5" in the AI SDK. The new effort parameter allows for control over token...
Source: Vercel Blog
Jerilyn Zheng

Convex joins the Vercel Marketplace

2025-11-24 13:00
🚀 Exciting news for developers! Convex is now part of the Vercel Marketplace. You can easily add a real-time backend to your Vercel projects directly from the dashboard. This integration allows you to provision a Convex project, manage accounts, and enjoy seamless data sync—all in one place. Start building with a fully connected backend in just a few clicks! #Convex #Vercel #WebDevelopment #RealTimeData #DevTools
Source: Vercel Blog
Marc Brakken

Deployments can now require cryptographically-verified commits

2025-11-24 13:00
🔒 Vercel introduces commit verification for deployments! Now, you can enhance your project security by requiring cryptographically-verified commits from GitHub before they are deployed. To enable this feature, simply adjust your project settings for GitHub-connected projects. Learn more about commit signing and verification in our documentation. #Vercel #WebDevelopment #GitHub #Security #DevOps
Source: Vercel Blog
Tom Knickman

How we built the v0 iOS app

2025-11-24 13:00
🚀 We are excited to announce the release of v0 for iOS, Vercel’s first mobile app! This project marked a new chapter for us as we ventured into native app development. Our aim was to create an app worthy of an Apple Design Award. Through numerous iterations and experiments with various tech stacks and UI patterns, we refined our approach before launching the public beta. #iOSApp #Vercel #AppDevelopment #TechInnovation #MobileApp
Source: Vercel Blog
Fernando Rojo

Open your Vercel dashboard from the Vercel CLI

2025-11-24 13:00
🚀 Exciting news for Vercel users! You can now open your current project directly from the Vercel CLI using the command `vercel open`. This feature simplifies access to your project without navigating through your browser. To use this, make sure to update to version 48.10.0 or newer with `npm i -g vercel`. For more details, check the documentation. #Vercel #WebDevelopment #CommandLine #TechUpdates
Source: Vercel Blog
Brooke Mosby

Security through design: Creating the improved Firewall experience

2025-11-24 13:00
🔒 At Vercel, we prioritize intuitive security that enhances user experience. The redesigned Vercel Firewall aims to eliminate the tradeoff between security and shipping speed. A clear and useful interface encourages teams to actively use security tools instead of leaving them in passive modes. Explore how this new UI boosts confidence in app resilience against attacks. #CyberSecurity #UserExperience #Vercel #Firewall #TechInnovation
Source: Vercel Blog
William Bout

Shai-Hulud 2.0 Supply Chain Compromise

2025-11-24 13:00
🚨 A recent security breach involved multiple npm packages being compromised through account takeover. A malicious actor added a stealthy loader to these packages, targeting the Bun runtime. 🔍 Vercel has confirmed that their environment remains secure and no internal systems were affected. They are resetting the cache for projects using the vulnerable packages. 📞 Affected customers are being notified with specific mitigation steps. Updates will be provided as the investigation continues....
Source: Vercel Blog
Aaron Brown

Streamdown 1.6 is now available to run faster and ship less code

2025-11-24 13:00
🚀 Vercel Streamdown 1.6 is here with key updates to enhance performance and reduce code size. Key improvements include memoization, LRU caching, and optimized string operations. Features like Code Blocks, Mermaid, and Math components are now lazy-loaded for efficiency. Static Mode allows markdown rendering without streaming, making it suitable for blogs. The code highlighting system has been revamped for better performance. Update now with `npm i streamdown@latest`! #Vercel #Streamdown...
Source: Vercel Blog
Hayden Bleasel

Workflow Builder: Build your own workflow automation platform

2025-11-24 13:00
🚀 Exciting news! Today marks the launch of Workflow Builder, an open-source visual automation platform. It includes a visual editor, an execution engine, and the necessary infrastructure to create custom workflow automation tools. You can deploy it to Vercel and tailor it to your specific needs. Explore the possibilities! #WorkflowAutomation #OpenSource #TechInnovation #AutomationTools
Source: Vercel Blog
Adrian Lam

You can now configure advanced sampling rules for Vercel Drains

2025-11-24 13:00
🚀 Exciting news for Vercel users! You can now set advanced sampling rules when exporting data to third-party observability tools with Vercel Drains. This feature allows for specific sampling rates based on environments and path prefixes, enhancing cost management. Vercel Drains is available for Pro and Enterprise teams, enabling better control over logs and traces. #Vercel #DataManagement #Observability #TechUpdate #SoftwareTools
Source: Vercel Blog
Malavika Tadeusz

Scaling Kotlin Adoption Across Your Organization

2025-11-24 11:42
📈 Scaling Kotlin adoption in your organization involves strategic planning. In the latest post by Urs Peter, key strategies are outlined for managing Java and Kotlin cohabitation. 1️⃣ End-of-life applications: No migration needed. 2️⃣ New systems: Start with Kotlin. 3️⃣ Active applications: Migrate alongside new features for added value. Learn how to navigate these challenges effectively. #Kotlin #SoftwareDevelopment #TechStrategy #Java #CodeMigration
Alyona Chernyaeva

External IP visibility in Red Hat Advanced Cluster Security

2025-11-24 08:01
🔍 Red Hat Advanced Cluster Security for Kubernetes 4.8 has launched with new features, including external IP visibility. This capability helps security teams identify external IP addresses used by their deployments, improving awareness of network connections. 🌐 The update also includes OpenShift infrastructure compliance and enhanced vulnerability advisories. These tools aid in detecting and managing threats, particularly from potential malware and command-and-control activities. 🔧 For setup,...
Shane Boulden

How I used Red Hat Lightspeed image builder to create CIS (and more) compliant images

2025-11-24 07:00
Creating compliant images just got easier with Red Hat Lightspeed! 🚀 As a Technical Marketing Manager, I discovered that building RHEL systems for regulatory compliance was time-consuming. After switching to Red Hat Lightspeed image builder, I streamlined the process significantly. Now, I can create CIS-compliant images quickly through an intuitive wizard. This tool simplifies compliance with various regulatory policies and frameworks, cutting down hours of work to just minutes. ⏱️ Interested...
John Spinks

Building a oversaturation detector with iterative error analysis

2025-11-24 07:00
🚀 Excited to share insights from our recent work on building an oversaturation detector (OSD) using iterative error analysis! We began with a baseline algorithm that struggled with false alerts due to erratic initial data. By ignoring the first 25% of requests, we significantly reduced these errors. Next, we added a 30-second grace period to differentiate good runs from bad ones during the early shoot-up phase. Finally, we established a rule to alert only when both response time and request...
Alon Kellner

Unlock the Secrets of a Custom Sign-In Page with Tailwind and JavaScript

2025-11-24 05:00
🚀 Ready to enhance your app's sign-in experience? This article discusses customizing the Okta-hosted sign-in page using Tailwind CSS and JavaScript. It highlights the advantages of redirecting users to the secure Okta Identity Engine for authentication. Key elements include: - Creating a responsive layout with Tailwind CSS. - Adding a footer for brand links. - Implementing a terms and conditions modal with Alpine.js. Explore your creativity and improve your user interface! 🎨 #Okta...

Checking it twice: How to spot a fake in your inbox and stay safe this holiday season

2025-11-24 00:00
This holiday season, it's crucial to be vigilant about email safety. 📧 Twilio's latest article offers practical tips for identifying fake emails. It emphasizes checking sender addresses, looking for spelling errors, and avoiding suspicious links. 🛡️ Stay informed and protect yourself from scams this festive season! 🎄 #EmailSafety #CyberSecurity #HolidayTips #Twilio #StaySafe

Claude Opus 4.5 Now Live in AI Gateway -- Plus Latest Claude Code via Agent Runners

2025-11-24 00:00
🚀 Anthropic has launched the Claude Opus 4.5 model through Netlify's AI Gateway, requiring no configuration. Developers can use the Anthropic SDK directly within Netlify Functions without worrying about API keys or authentication. The AI Gateway simplifies this process. Claude Opus 4.5 supports Background, Scheduled, and Edge Functions, benefiting from Netlify's infrastructure. Additionally, the latest Claude Code features are accessible via Agent Runners, enhancing tool usage and supporting...
Source: Netlify Blog

Client ID Metadata Documents Are the Future of MCP Client Registration

2025-11-24 00:00
🚀 The Model Context Protocol (MCP) is shifting from Dynamic Client Registration (DCR) to Client ID Metadata Documents (CIMD) for enhanced security. DCR has proven complex and burdensome for large-scale systems. The new CIMD approach simplifies client-server connections by eliminating the need for stateful registration, addressing operational challenges effectively. This transition aims to streamline processes and improve security in open ecosystems. 🌐🔒 #CyberSecurity #MCP #ClientRegistration...
Source: Auth0 Blog
Will Johnson

GitLab discovers widespread npm supply chain attack

2025-11-24 00:00
🚨 GitLab's Vulnerability Research team has uncovered a significant supply chain attack in the npm ecosystem. This campaign involves malware that spreads through infected packages, displaying worm-like behavior. The malware not only harvests credentials from various platforms but also has a destructive mechanism that can erase user data if its access channels are disrupted. 🔍 GitLab has confirmed that it is not affected but aims to help the security community combat this threat. Investigations...
Source: GitLab Blog
Daniel Abeles

Improving in-page notifications in the 1Password browser extension

2025-11-24 00:00
🚀 Exciting updates for the 1Password browser extension! As it enters its eighth year, the in-page notification system is getting a significant overhaul. Users can now receive multiple notifications at once, improving their experience when managing tasks like saving credentials or detecting breaches. The new system allows notifications to stay visible in a stack, enhancing usability while you navigate. The rollout of these features is underway, with further refinements planned for the future....
info@1password.com (Steven McLintock)

Meet the 2025 EMEA GitLab Partner Award winners

2025-11-24 00:00
🎉 Proud to announce the 2025 EMEA GitLab Partner Award winners! This year, exceptional partners in the EMEA region were recognized for their DevSecOps expertise and contributions. Key awards include: 🏆 **Regional Partner of the Year**: - **Central Europe**: cc cloud GmbH - **Northern Europe**: Adaptavist - **Southern Europe**: knowmad mood - **Meta Region**: Digital Future - **Emerging Markets**: Cloudfresh 🏅 **Best Technical Solution**: D|OPS Digital 🏅 **Most Certified Partner**: Devoteam 🏅...
Source: GitLab Blog
Alex Picker

Unlocking Peak Performance on Qualcomm NPU with LiteRT

2025-11-24 00:00
Unlocking on-device GenAI performance is now possible with LiteRT's Qualcomm AI Engine Direct (QNN) Accelerator. 🚀 This innovation allows for up to 100x speedup over CPU, enabling real-time AI experiences on Android devices. FastVLM-0.5B achieves impressive rates of over 11,000 tokens/sec on Snapdragon 8 Elite Gen 5 NPU. The NPU, found in over 80% of recent Qualcomm SoCs, provides dedicated AI compute, enhancing mobile performance while conserving battery life. 🔋 #GenAI #Qualcomm #NPU #AI...

Sunday, November 23, 2025

Goodbye Dashboards: Agents Deliver Answers, Not Just Reports

2025-11-23 17:00
🚫 Say goodbye to outdated dashboards! The article discusses a shift from traditional enterprise software to intelligent agents that deliver answers instead of just reports. These agents understand goals, organize data, and take action seamlessly. AI is becoming the main interface, providing insights without the hassle of navigating through multiple applications. No more clunky workflows—agents will interact and communicate, making information accessible when needed. #AI #EnterpriseSoftware...
Ketan Karkhanis

Tuxedo OS: Ubuntu Base, KDE Plasma, Awesome Performance

2025-11-23 15:00
🌟 Tuxedo Computers aims to make Linux accessible to everyone through their impressive hardware and software offerings. Their Tuxedo OS, based on Ubuntu and featuring KDE Plasma, is designed for optimal performance on Tuxedo devices but works well on other systems too. Installation is straightforward, taking under five minutes. The interface is clean, and customization options are plentiful, including a variety of themes. Unique features like the Tuxedo Control Center enhance user experience...
Jack Wallen

Is AI Creating a New Code Review Bottleneck for Senior Engineers?

2025-11-23 14:00
🧑‍💻 Addy Osmani, a Google engineer, discusses the impact of AI on code reviews in a recent podcast. He highlights the rise of "vibe coding," which prioritizes speed and exploration but may compromise correctness and maintainability. As AI tools are increasingly used, Osmani points out that over 30% of code at Google is now AI-suggested. However, this shift has led to longer code reviews as developers face new challenges with integration and debugging. Trust in AI-generated code is declining,...
David Cassel

Saturday, November 22, 2025

From Chaotic Vibes to Real Velocity With AI-First Engineering

2025-11-22 17:00
🚀 In 2025, vibe coding transformed from a concept to a movement, allowing non-developers to create apps quickly. However, while it inspired many, it also highlighted the need for structured systems in software development. AI-first engineering introduces practices like spec-driven development and self-verification, enhancing productivity and quality in coding. #AIFirst #SoftwareDevelopment #VibeCoding #TechInnovation #Productivity
Andrew Filev

WebAssembly Still Expanding Frontend Uses 10 Years Later

2025-11-22 16:00
WebAssembly (Wasm) has marked 10 years since its launch by Mozilla, Microsoft, Apple, and Google. Initially aimed at creating a low-level binary format for non-web languages, its applications have significantly expanded. According to Thomas Steiner from Google, Wasm is increasingly used for business logic across platforms. Companies like Snapchat utilize Wasm to avoid rewriting code for different environments, thereby enhancing efficiency. Additionally, Wasm can outperform JavaScript in...
Loraine Lawson

Angular v21 Adds Signal Forms, New MCP Server

2025-11-22 14:00
🚀 Angular v21 has officially launched, introducing exciting features for developers! Key highlights include **Signal Forms**, an experimental library that utilizes Signals for creating reactive forms with built-in schema-based validation. This aims to enhance the developer experience with type-safety and automatic syncing. The release also stabilizes the **Angular MCP Server**, which enhances AI tools to utilize new Angular features and offers a documentation search tool. Additionally, it...
Loraine Lawson

Hands-On With Antigravity: Google’s Newest AI Coding Experiment

2025-11-22 13:00
🚀 Google has introduced Antigravity, a new agentic development platform now in public preview across all platforms. This IDE app differs from traditional CLIs and emphasizes user-friendly setup, including theme selection. It also hints at possible parallel task management for developers. Antigravity aims to assist in development with AI-powered suggestions. #Google #Antigravity #AI #Development #TechNews
David Eastman

Rovo Dev agent, now available in the CLI

2025-11-22 01:32
🚀 Exciting news for developers! Rovo Dev CLI is now available, integrating agentic AI directly into your terminal. This tool enhances your coding experience by offering code understanding, development acceleration, and seamless integration with the Atlassian ecosystem. With a top score on the SWE-bench leaderboard, Rovo Dev CLI proves its effectiveness in real-world coding tasks. Discover more and download Rovo Dev CLI today! #RovoDev #AI #SoftwareDevelopment #Atlassian #CodingTools
aleaf@atlassian.com

New one-click onboarding and notebooks with a built-in AI agent in Amazon SageMaker Unified Studio

2025-11-22 01:23
🚀 Amazon SageMaker Unified Studio has launched new features for easier access to analytics and AI. One-click onboarding allows users to start projects seamlessly, utilizing existing AWS data permissions. You can now launch SageMaker directly from various AWS services, enhancing workflow efficiency. The serverless notebook, equipped with a built-in AI agent, supports multiple languages, making it a versatile tool for data professionals. Explore the new capabilities and streamline your data...
Source: AWS Blog
Channy Yun (윤석찬)

Friday, November 21, 2025

The Rising Importance of Governance at SwampUP Berlin 2025

2025-11-21 22:43
🚀 The Docker team participated in JFrog SwampUP Berlin 2025 from November 12-14, engaging in technical sessions and discussions. Key insights included the rise of software supply chain attacks, where malicious actors are using AI to exploit open-source packages. 🔒 Governance plays a crucial role in preventing these attacks by controlling entry points in the software lifecycle. Tools must enhance interoperability to detect risks effectively. Additionally, discussions highlighted the importance...
Source: Docker Blog
Dan Berezin Stelzer

Percona Brings Transparent Data Encryption to Postgres

2025-11-21 22:00
🚀 Percona recently showcased its Transparent Data Encryption (TDE) extension for PostgreSQL at KubeCon+CloudNativeCon North America. This technology allows organizations to encrypt sensitive data at rest seamlessly. 🔒 The TDE solution is designed to meet the market need for open-source encryption, allowing users to avoid vendor lock-in. It ensures that only authorized users can access unencrypted data, while providing support for various key management services. 📜 This extension aids in...
Joab Jackson

Build production-ready applications without infrastructure complexity using Amazon ECS Express Mode

2025-11-21 21:34
🚀 Amazon ECS Express Mode is here to simplify containerized application deployment! This new feature allows developers to launch scalable applications with just one command. It automates infrastructure setup, including load balancing and networking, letting you focus on building your app. To get started, visit the Amazon ECS console and streamline your deployment process today! 🌐💻 #AmazonECS #ContainerDeployment #CloudComputing #AWS #DevOps
Source: AWS Blog
Donnie Prakoso

Thoughts on the GigaOm Radar for Vector Databases v3

2025-11-21 21:00
🚀 GigaOm has released its third edition of the Radar for Vector Databases, evaluating 17 leading solutions. The report highlights the shift from experimentation to mainstream adoption, driven by generative AI. Major vendors like Oracle and IBM are integrating vector capabilities, while pureplay platforms enhance retrieval performance and relevance. Distinct buyer segments are emerging: large enterprises focus on extending data platforms for internal AI projects, while AI search platforms...
Tim Young

Zoomer: Powering AI Performance at Meta’s Scale Through Intelligent Debugging and Optimization

2025-11-21 21:00
🚀 Introducing Zoomer, Meta's new automated debugging and optimization platform for AI! Zoomer enhances performance across Meta's training and inference workloads, providing insights that lead to energy savings and improved workflow efficiency. It has significantly reduced training times and improved query per second (QPS) metrics. Operating at scale, Zoomer helps eliminate GPU underutilization, ensuring resources are used effectively, which in turn supports faster model iterations and product...