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Wednesday, December 03, 2025

Autonomous Observability at Pinterest (Part 1 of 2)

2025-12-03 17:02
At Pinterest, we are enhancing our observability tools to create a unified experience. Traditionally, our systems operated in silos, making it hard to connect logs, metrics, and traces. To address this, we are implementing the Model Context Protocol (MCP) to streamline our observability data. This will enable faster root-cause analysis and empower our teams to build context-aware tools. We are excited to embrace AI in this journey, aiming for a more intelligent observability future! 🚀🔍...
Pinterest Engineering

When To Log, and When To Shut Up

2025-12-03 17:00
Many logs in software development can generate unnecessary noise. 🚫 The article emphasizes the importance of selective logging. Instead of logging every function or variable, developers should focus on entries that aid in debugging and understanding system performance. 📉 Context is key—logs should include relevant details like request IDs to be genuinely useful. By linking logs to traces and metrics, they become valuable evidence rather than clutter. 🔍 #Logging #Observability...
Mike Shi

Powering the agentic ecosystem with Atlassian Rovo MCP Server

2025-12-03 17:00
🚀 Exciting news for Atlassian users! The new Atlassian Rovo MCP Connector for ChatGPT is now available. This integration allows users to access live updates from Jira and Confluence directly in ChatGPT, enhancing productivity and collaboration. Key features include: - Instant summaries of Jira work items and Confluence pages - Ability to create Jira issues directly within ChatGPT - Automated multi-step actions for efficiency This tool aims to streamline workflows and improve team...
dkoudsi@atlassian.com

Zero trust for agentic systems: Managing non-human identities at scale

2025-12-03 17:00
🚀 The rise of agentic AI systems is changing how enterprises manage software. Unlike traditional AI, these systems operate autonomously and present new security challenges. 🔒 Non-human identities (NHIs) are now a significant concern, outnumbering human identities 50:1. With 97% having excessive privileges, NHI exploitation is a top cybersecurity threat. 💡 Effective security strategies must include dynamic secrets, auditing, and proper attribution mechanisms to protect against vulnerabilities....
Nic Jackson

Amazon Bedrock adds reinforcement fine-tuning simplifying how developers build smarter, more accurate AI models

2025-12-03 16:08
🚀 Amazon Bedrock introduces reinforcement fine-tuning, enhancing AI model customization. This new feature allows developers to improve model accuracy by an average of 66% without needing large labeled datasets. It simplifies the process, making advanced AI accessible to more developers. Key benefits include better performance, ease of use, and enhanced security within the AWS environment. #AmazonBedrock #AI #MachineLearning #Innovation #TechNews
Source: AWS Blog
Donnie Prakoso

New serverless customization in Amazon SageMaker AI accelerates model fine-tuning

2025-12-03 16:08
🚀 Exciting news for AI developers! Amazon SageMaker AI introduces serverless customization to accelerate model fine-tuning. With new features, you can recover from failures quickly and automatically scale resources. This allows customization of popular models like Nova and GPT-OSS in days instead of months! Simply select a model and choose your customization technique—all with a user-friendly interface. Explore advanced settings and track experiments seamlessly. Get started today in Amazon...
Source: AWS Blog
Channy Yun (윤석찬)

Introducing checkpointless and elastic training on Amazon SageMaker HyperPod

2025-12-03 16:07
🚀 Exciting updates from Amazon SageMaker HyperPod! Introducing **checkpointless training** and **elastic training** features to enhance AI model development. Checkpointless training allows for quick recovery from failures, reducing downtime from hours to minutes. This means teams can focus on improving model performance without lengthy interruptions. Elastic training automatically scales workloads based on resource availability, optimizing cluster utilization and saving engineering time....
Source: AWS Blog
Channy Yun (윤석찬)

Why Innovative Companies Are Moving to Wi-Fi 7 (and Why You Should Too)

2025-12-03 16:00
Innovative companies are transitioning to Wi-Fi 7 to address the evolving demands of modern business. Current networks face challenges from device overload and increased security risks. Wi-Fi 7 offers solutions with features like wider channels and multi-link operation, leading to: - Lower latency - Higher bandwidth - Faster data transfers - Improved reliability These enhancements support applications from 4K streaming to AI operations, ensuring a secure and efficient wireless experience....
Amrit Nijjer

How Unified SASE Fabric Secures Your Branch at AI Speed

2025-12-03 16:00
🚀 The article discusses how Cisco's Unified SASE Fabric supports branch networks in the age of AI. As AI-driven applications evolve, IT teams face challenges in managing dynamic traffic, ensuring security, and maintaining performance. Key questions arise regarding the identification of AI traffic and protection of sensitive data. Cisco emphasizes the importance of intelligent automation and unified visibility to adapt to these changes. #Cisco #SASE #AI #Networking #Cybersecurity
Sunakshi Tickoo

Helm 4: What’s New in the Open Source Kubernetes Package Manager?

2025-12-03 16:00
🚀 Helm 4 has officially launched at KubeCon + CloudNativeCon North America, marking the first major update in six years! Originally created as a hackathon project called Kate's Place, Helm has evolved into a vital open-source package manager for Kubernetes. The new version brings improved logging, dependency management, and WebAssembly plugins for enhanced portability. Learn more about its journey and features! 🌐 #Kubernetes #Helm4 #OpenSource #KubeCon #CloudNative
Heather Joslyn

Confidence Through Clarity: Managing the Modern Network

2025-12-03 15:46
Unlock the benefits of network management with Cisco + Auvik! A recent webinar highlighted how their partnership simplifies network visibility and lifecycle control. Automated tools tackle challenges like complexity and device management, improving operational planning. Missed the live session? You can still request a demo through the Cisco Marketplace for tailored insights. 🌐📊✨ #NetworkManagement #Cisco #Auvik #ITTrends #TechInsights
Ana Nennig

What DocumentDB Means for Open Source

2025-12-03 14:00
🚀 The open source community is focusing on DocumentDB for three main reasons. Firstly, it merges MongoDB's document features with PostgreSQL's relational capabilities, enhancing database flexibility. Secondly, DocumentDB is free under the MIT license and built on Microsoft Azure Cosmos DB's core. Lastly, it supports vital use cases for generative models and intelligent agents, offering schema-free advantages. #DocumentDB #OpenSource #DatabaseTechnology #MongoDB #PostgreSQL
Jelani Harper

Cloudflare's 2025 Q3 DDoS threat report -- including Aisuru, the apex of botnets

2025-12-03 14:00
📊 Cloudflare's 2025 Q3 DDoS Threat Report reveals significant threats in the DDoS landscape. The Aisuru botnet, with 1-4 million infected hosts, led to hyper-volumetric attacks peaking at 29.7 Tbps. DDoS attacks surged by 15% QoQ and 40% YoY, with 8.3 million attacks mitigated this quarter. Notably, attacks against AI companies rose 347% MoM, reflecting growing public concern. #DDoS #Cybersecurity #Cloudflare #ThreatReport #TechNews
Jorge Pacheco

Securing the Docker MCP Catalog: Commit Pinning, Agentic Auditing, and Publisher Trust Levels

2025-12-03 13:21
🚀 Strengthening trust in Docker MCP solutions is key as the ecosystem expands. 🔒 New enhancements include: - **Commit Pinning**: Each Docker-built MCP server is linked to a specific Git commit for verifiable releases. - **Automated, AI-Audited Updates**: Ensures MCP servers remain current with scalable oversight. - **Publisher Trust Levels**: Clear trust indicators help developers identify verified servers. These updates enhance transparency and security for all users. #Docker #MCP...
Source: Docker Blog
Simeon Ratliff

New npm package for automatic recovery of broken streaming markdown

2025-12-03 13:00
🚀 Introducing Remend, a new npm package for seamless Markdown recovery! This standalone library enhances any application by intelligently handling incomplete Markdown syntax. It detects and completes unterminated blocks, ensuring clean rendering during streaming. Remend works with any Markdown renderer and has proven effective in production AI applications. Get started with Remend today! #Markdown #WebDevelopment #AI #npm #Remend
Source: Vercel Blog
Hayden Bleasel

Nova 2 Lite now available on Vercel AI Gateway

2025-12-03 13:00
📢 Exciting news! Amazon's Nova 2 Lite is now accessible through Vercel's AI Gateway without needing other provider accounts. This reasoning model can handle text, images, and videos to generate text outputs. To use it, simply set the model to amazon/nova-2-lite in the AI SDK. Note that reasoning is disabled by default but can be enabled with specific settings. The AI Gateway offers a unified API for model calls, usage tracking, and performance optimizations. Explore more in the model...
Source: Vercel Blog
Jerilyn Zheng

Summary of CVE-2025-55182

2025-12-03 13:00
🚨 A critical vulnerability, CVE-2025-55182, has been discovered in React Server Components affecting versions 19.0 to 19.2.0. This issue can lead to remote code execution through specially crafted requests. 🛡️ Projects hosted on Vercel have protections in place, but upgrading to patched versions is strongly recommended. 🔧 Users should update to React 19.0.1, 19.1.2, or 19.2.1, and Next.js versions 15.0.5 or later. #CyberSecurity #React #NextJS #Vulnerability #SoftwareUpdate
Source: Vercel Blog
Andy Riancho

Vercel Agent can now install Web Analytics and Speed insights for you

2025-12-03 13:00
🚀 Vercel Agent now simplifies adding Web Analytics and Speed Insights to your projects using AI! To get started, navigate to your Vercel dashboard, enable the feature, and let the agent handle the installation. It analyzes your project, installs the necessary packages, and creates a pull request for your review. Once merged, tracking begins automatically. This feature is in Public Beta for all teams. 🌐✨ #WebAnalytics #SpeedInsights #Vercel #AI #TechUpdates
Source: Vercel Blog
Casey Gowrie

Ask Us Anything During JetBrains AMA Week

2025-12-03 11:24
🚀 Join JetBrains for AMA Week on Reddit from December 9–12! Our product teams will engage directly with developers to discuss your experiences with our tools. This is a great opportunity to share your feedback and influence future developments. Check the schedule for session times and participate! 💬 #JetBrains #AMAWeek #DeveloperCommunity #FeedbackMatters
Anna Maltseva

5 Stories Of Developers Using JetBrains Rider to Create, Collaborate, and Have Fun

2025-12-03 09:33
🚀 JetBrains Rider has introduced a free non-commercial license, encouraging developers to explore coding without financial constraints. Recently, they shared inspiring stories from users who embraced this opportunity. From a cloud architect creating a digital board game to a self-taught programmer developing a productivity app, curiosity drives innovation. These narratives highlight the joy of coding beyond commerce. #JetBrains #CodingCommunity #CuriosityDriven #DeveloperStories...
Sasha Ivanova

Upgrade air-gapped OpenShift with self-signed certificates

2025-12-03 08:00
Upgrading a disconnected Red Hat OpenShift cluster involves unique challenges, particularly in certificate management. This guide details a step-by-step process to upgrade using self-signed certificates, ensuring your cluster trusts these certificates during the upgrade. Key steps include installing the Cincinnati operator, applying mirrored release signatures, and configuring access to your private registry. For a smooth upgrade experience, establish a complete chain of trust within your...
Eric Beaudoin

Tame Ray workloads on OpenShift AI with KubeRay and Kueue

2025-12-03 07:15
🚀 Managing AI workloads on Kubernetes just got easier! Red Hat OpenShift AI 3 introduces KubeRay and Kueue to tackle resource management issues. This integration allows for priority-driven scheduling and efficient resource control for Ray workloads. Key workflows include: - Long-running RayClusters for interactive development - Quick-iteration jobs for rapid testing - Ephemeral clusters for automated job management Data scientists can now manage resources seamlessly with the CodeFlare SDK....
Laura Fitzgerald, Bryan Keane, Pat O'Connor

Introducing Seven New Email Templates for Supabase Auth

2025-12-03 07:00
🔔 Exciting news for Supabase users! We have launched 7 new email notification templates for Supabase Auth. These templates aim to enhance account security by informing users about critical changes on their accounts. Users will receive alerts for actions such as password changes, email updates, and linked identities. Stay informed and safe! 🔒✉️ #Supabase #AccountSecurity #EmailNotifications #UserSafety #TechUpdates

The new Supabase power for Kiro

2025-12-03 07:00
🚀 Exciting news for developers! The latest update brings Supabase powers to Amazon's Kiro IDE, enhancing your ability to build full-stack applications efficiently. With Kiro's deep integration, you get access to your Supabase database schema, edge functions practices, and security guidelines for Row Level Security (RLS). This update allows for streamlined management of database schemas and offers one-click access to essential development tasks. Two new powers are available: one for hosted...

GovWare 2025 Security Operations Centre

2025-12-03 06:03
🚀 The GovWare 2025 Security Operations Centre, a collaboration with Cisco, aims to enhance security for the upcoming conference. Key missions include: - **Protect**: Safeguarding the network from various threats. - **Educate**: Offering SOC tours and informative content for attendees. - **Innovate**: Advancing security through new tech and AI. Attendees can join the secure network while following best practices. #GovWare2025 #CyberSecurity #Innovation #Cisco #TechEvent
Jessica (Bair) Oppenheimer

How Agentforce Achieved 3–5x Faster Response Times While Solving Enterprise-Scale Architectural Complexity

2025-12-03 04:15
🚀 Exciting progress in AI! Krista Hardebeck and her team at Salesforce have successfully implemented the Agentforce service for a major retailer, achieving response times 3–5x faster. They optimized complex architectures while integrating brand-specific conversational AI. Key improvements included reducing reasoning latency by 20 seconds and ensuring reliability in high-volume order interactions. The project emphasized a strong technical foundation, enabling expansion across multiple brands...
Scott Nyberg

The Interaction Changes Everything: Treating AI Agents as Collaborators, Not Automation

2025-12-03 01:46
At Microsoft Ignite 2025, the focus was on transforming AI agents into collaborators rather than just automation tools. Amanda Silver and Karl Piteira discussed how this shift enhances engineering workflows, allowing developers to work alongside intelligent agents like GitHub Copilot. One case study highlighted how a complex migration project was completed in under 2 hours with 80-90% accuracy, compared to the usual 4-6 weeks. This success stemmed from treating AI as a partner, not just a...
Jenny Ferries

Stack Overflow Puts Community First in New AI Search Tool

2025-12-03 01:30
🚀 Stack Overflow has launched AI Assist, a new AI search tool that emphasizes human-verified community knowledge. This tool uses a hybrid approach, prioritizing user-generated content and ensuring accurate results with proper attribution. It aims to provide developers with reliable answers quickly and for free. Over 250,000 technologists are already using AI Assist for various technical inquiries. Explore more at stackoverflow.com/ai-assist! 🔍💡 #StackOverflow #AI #TechCommunity #Innovation...
Darryl K. Taft

Bitbucket’s new look: user experience and navigation updates coming soon

2025-12-03 00:36
🚀 Bitbucket is getting a fresh new look! As part of Atlassian's visual system journey, updates will enhance user experience and navigation. 🔍 Key changes include streamlined navigation for quicker access to repositories, pull requests, and pipelines. This aims to reduce context switching and improve clarity. 📅 The new features will progressively roll out over the next few weeks, with a full navigation update expected in early 2026. 📣 Share this news with your team and prepare for the upcoming...
Markus te Grotenhuis

Build a SendGrid MCP Server for AI Email Workflows

2025-12-03 00:00
🚀 Learn how to build a SendGrid MCP Server for AI email workflows! This guide offers insights on setting up a scalable email platform, utilizing Twilio's APIs for efficient communication. Discover best practices and tips for enhancing your email capabilities in the AI landscape. #SendGrid #AIWorkflows #Twilio #EmailMarketing #TechTips
Denis Kuria

Build a Twilio + Zoho CRM SMS Integration

2025-12-03 00:00
🚀 Learn how to enhance your Zoho CRM experience! This tutorial guides you through building a PHP application that sends SMS notifications to meeting participants. Stay updated on new meetings or any changes with the Twilio and Zoho CRM integration. Perfect for developers looking to streamline communication! 📲💼 #Twilio #ZohoCRM #SMSIntegration #Developers #TechTutorial
Matthew Setter

Cloudflare WAF proactively protects against React vulnerability

2025-12-03 00:00
🚨 Cloudflare has implemented new protections against a critical vulnerability in React Server Components (CVE-2025-55182). All customers are automatically shielded when their traffic is routed through the Cloudflare Web Application Firewall (WAF). This includes both free and paid users. Cloudflare Workers are immune to this exploit, ensuring that React applications deployed on them remain secure. For optimal safety, users are advised to update to React 19.2.1 and the latest versions of...
Daniele Molteni

Explore the updates to the Game Animation Sample Project in UE 5.7

2025-12-03 00:00
🚀 Exciting updates are here for the Game Animation Sample Project (GASP) in UE 5.7! New features include the Mover plugin, Smart object setups, a slide feature, and a fresh locomotion style. These additions enhance the project and expand creative possibilities. Explore the latest developments and elevate your game animation experience! 🎮✨ #GameDevelopment #UE5 #Animation #GASP #Updates

Guide: Migrate from Azure DevOps to GitLab

2025-12-03 00:00
🚀 Migrating from Azure DevOps to GitLab? This guide outlines a clear process for a successful transition. Key steps include: - Use GitLab's Congregate or built-in tools for repository migration. - Migrate CI/CD pipelines and other assets like work items and artifacts. - Plan your migration carefully by assessing timelines and structures. Ensure to run pilot migrations to validate your process before full execution. #GitLab #AzureDevOps #MigrationGuide #DevOps #SoftwareDevelopment
Source: GitLab Blog
Michael Leopard

How disconnected data can derail modern investigations

2025-12-03 00:00
Disconnected data can significantly hinder modern investigations. 🕵️‍♂️ Investigators often face challenges due to fragmented systems and unstructured data, like handwritten notes and audio recordings. This makes it hard to piece together crucial information quickly. Elastic offers a solution with its secure data mesh approach, helping agencies connect isolated data sources. This enables faster insights and supports evidence-driven outcomes without compromising security. 🔍 #DataMesh...
Source: Elastic Blog
Josh Phifer

How Startups can Leverage Auth0’s B2B Capabilities

2025-12-03 00:00
🚀 Startups can enhance their B2B SaaS offerings by leveraging Auth0’s capabilities. The Auth0 for Startups program provides tools like multi-tenancy, which allows distinct user management for each business customer. This ensures a tailored experience with features such as Single Sign-On and custom branding. Key benefits include support for up to 100,000 active users, inbound SCIM, and more. Explore how you can secure and customize access for your business clients! 🔒✨ #B2B #SaaS #Startups...
Source: Auth0 Blog
Shreya Gupta

How to Use RabbitMQ in Go

2025-12-03 00:00
🚀 Learn how to integrate RabbitMQ into your Go applications with this step-by-step guide. The article outlines the process of building a resilient application using RabbitMQ, a powerful messaging broker. Key topics include installation, setup, and best practices for effective message handling. Dive into the world of messaging in Go! 🐇📦 #RabbitMQ #GoLang #ProgrammingTips #SoftwareDevelopment #Messaging
Temitope Taiwo Oyedele

Netlify's response to the critical React security vulnerability

2025-12-03 00:00
🚨 A critical vulnerability (CVE-2025-55182) was identified in React's Server Functions protocol, affecting versions 19.0 to 19.2. This issue can allow attackers to execute arbitrary code in vulnerable applications. Netlify has acted swiftly, rolling out a patch on December 3 to secure all customer sites. They have found no evidence of exploitation on their platforms. For added security, it's advised to upgrade to the latest framework versions and enable automatic updates for Next.js users....
Source: Netlify Blog

Tuesday, December 02, 2025

The Conversational AI Revolution Is Struggling. Here’s How To Fix It

2025-12-02 23:00
The gap between business leaders and consumer satisfaction in conversational AI is significant. While 89% of leaders believe customers are satisfied, only 59% of consumers agree. A recent Twilio report reveals that 98% of organizations plan to change their conversational AI strategies this year, with 58% considering full replacements. Key issues include data silos and a disconnect between customer support and AI knowledge bases. To improve, it's suggested that businesses focus on specific use...
Jennifer Riggins

With Nova Forge, AWS Makes Building Custom AI Models Easy

2025-12-02 21:09
🚀 AWS has launched Nova Forge at the annual re:Invent conference, introducing new versions of their Nova models. This service allows businesses to customize AI models with proprietary data. 💡 Users can access pre-, mid-, and post-trained Nova models while fine-tuning responses through reinforcement learning. 🔒 AWS emphasizes safety with its responsible AI toolkit. Companies like Reddit are already seeing improved efficiency in content moderation. #AWS #AI #NovaForge #MachineLearning #TechNews
Frederic Lardinois