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Saturday, November 01, 2025

OpenAI’s Apps SDK: A Developer’s Guide to Getting Started

2025-11-01 12:00
🚀 OpenAI has introduced the Apps SDK to enhance the ChatGPT ecosystem. This tool aims to help developers create applications that improve user conversations. ChatGPT apps serve to provide visual experiences that seamlessly integrate into discussions. The apps' functionality is guided by metadata, determining what questions they can answer. Understanding the inline app display is key, as it presents content directly within conversations. The Model Context Protocol (MCP) is essential for...
David Eastman

Elastic Cloud Serverless pricing and packaging: Evolved for scale and simplicity

2025-11-01 00:00
🚀 Exciting updates on Elastic Cloud Serverless pricing and packaging! The new approach aims to simplify pricing and enhance flexibility for Elastic's Security, Observability, and Elasticsearch solutions. This model aligns pricing with solution domains, making budgeting easier. Elastic Cloud Serverless offers a pay-as-you-go model and volume tier pricing for increased cost-efficiency. Users can also select from four support tiers to fit their needs. #ElasticCloud #Serverless #Pricing...
Source: Elastic Blog
Chris DiStasio,Gaurav Sharma

Friday, October 31, 2025

AI inference usage graphs

2025-10-31 22:04
Netlify users can now access an AI inference usage graph in the Usage and Billing dashboard. 📊 This feature provides insights into how projects consume credits when using the AI Gateway and Agent Runners. It tracks AI provider requests and token usage over time. 💡 To explore this graph, navigate to Usage and Billing > Account usage insights > AI inference. 📈 Remember, this feature is available only for credit-based plans. For further details, check the documentation. #Netlify #AIGateway...
Source: Netlify Blog

When the Cloud’s Backbone Falters: Why Digital Resilience Demands More Than Redundancy

2025-10-31 20:09
On October 20, 2025, a significant AWS outage impacted various sectors, including banking and healthcare. 🌐 The disruption originated from a DNS management failure in DynamoDB, causing cascading issues across cloud services. A critical analysis highlighted the importance of multilayered visibility for effective response. 📉 Teams with advanced monitoring tools quickly identified the problems, distinguishing between network and application issues. This incident underscores the need for...
Joe Vaccaro

Context Engineering: The Foundation for Reliable AI Agents

2025-10-31 20:00
In the realm of AI, context plays a crucial role in enhancing agent performance. The article discusses the importance of context engineering, which involves techniques to provide AI agents with the right information. This ensures efficient planning, tool usage, and improved task accuracy. Challenges like excessive or insufficient context can lead to poor outcomes. Key components include tool selection, memory usage, prompt engineering, and data retrieval. Understanding these elements is...
Kiran Matty

Stop Writing Code, Start Writing Docs

2025-10-31 19:13
🚀 In a recent episode of The New Stack Agents, Keith Ballinger from Google Cloud discussed the evolving role of agentic coding tools like Gemini CLI. He emphasizes the importance of writing clear documentation and project plans to enhance developer intent and context. Ballinger believes we may reach a future where developers focus less on code and more on their design intentions. 🎙️ Join the conversation to learn more about AI in coding and the skills that make great programmers. #GoogleCloud...
Frederic Lardinois

The Promise of Redundancy: Can the Impact of a Cloud Outage Be Avoided?

2025-10-31 19:10
The recent AWS outage on October 20 highlighted the interconnected nature of modern applications across various industries. 🔗 Organizations depend on a complex network of cloud services, making it hard to establish effective redundancies. While some redundancy measures exist, invoking them poses challenges related to data consistency and service disruption. Understanding the outage's scope and dependencies is crucial for effective remediation. 🛠️ #CloudOutage #Redundancy #AWS #TechChallenges...
Joe Vaccaro

A User-Focused Approach To Core Web Vitals via OpenTelemetry

2025-10-31 19:00
Core Web Vitals (CWVs) provide crucial insights into website performance, focusing on user experience through metrics like load time and interactivity. However, relying solely on CWVs may not meet evolving user demands. 📊 To gain deeper insights, integrating CWVs into a user-focused observability system is essential. This approach connects technical performance to actual user experiences, highlighting issues that may not be captured by metrics alone. OpenTelemetry is highlighted as a key tool...
Virna Sekuj

Never heard of restorative conflict resolution? Catch up quick

2025-10-31 18:39
🛠️ Restorative conflict resolution is gaining popularity in schools and workplaces. It focuses on repairing relationships rather than imposing punishments after conflicts. 🗣️ This approach encourages open dialogue, allowing parties to understand each other’s perspectives and collaboratively find solutions. 🔍 It’s important to note that participation is voluntary, and accountability is emphasized through acknowledgment and responsibility for actions. #ConflictResolution #RestorativePractices...
Lauren Parker

Your AI Models Aren’t Slow, but Your Data Pipeline Might Be

2025-10-31 18:00
Many AI failures stem from outdated data pipelines rather than model accuracy. Organizations often use batch-processed data for real-time predictions, leading to delays. Apache Kafka offers a solution by providing low-latency data streaming, enabling real-time processing. This allows for immediate insights and better decision-making in AI applications. Teams using Kafka are experiencing success by transforming data midflight, ensuring models operate with current information. #AI #DataPipeline...
Anil Inamdar

Pourquoi Python est-il si populaire en 2025 ?

2025-10-31 17:35
Python continue de dominer le paysage de la programmation en 2025. 🐍 D'après l'Enquête sur l’Écosystème des Développeurs, 57 % des développeurs l'utilisent, et 34 % en font leur langage principal. Il est particulièrement prisé dans le domaine de l'IA et du machine learning, avec 41 % des utilisateurs l'employant pour ces applications. Sa syntaxe lisible et son écosystème riche avec des frameworks comme PyTorch et TensorFlow le rendent essentiel pour les projets modernes. 🚀📊 #Python...
Delphine Massenhove

KAITO and KubeFleet: Projects Solving AI Inference at Scale

2025-10-31 17:00
AI inference has become more resource-intensive with the growth of large language models (LLMs). 🌐 Kubernetes is now the go-to platform for deploying these services, but as organizations scale, multicluster inferencing is needed to manage workloads across multiple clusters. This approach offers benefits like redundancy but also introduces complexity. Projects like KAITO and KubeFleet are stepping up to address these challenges by optimizing LLM workflows and resource management. #AI...
Sachi Desai

Our Q1 FY26 letter to shareholders

2025-10-31 17:00
🚀 Atlassian reports a strong Q1 FY26 with total revenue reaching $1.4 billion, marking a 21% increase YoY. Cloud revenue surged to $998 million, a 26% rise YoY. AI adoption is growing rapidly, with over 3.5 million monthly active users. This is driving demand for our cloud services and strong migrations from Data Center to Cloud. We also announced the end of life for our Data Center offering, introducing ‘Atlassian Ascend’ to support customer upgrades. #Atlassian #Q1FY26 #CloudComputing #AI...
Christopher Cheung

Vibe Coding, Six Months Later: The Honeymoon’s Over

2025-10-31 16:00
Vibe coding initially captivated developers with its promise of creativity and freedom from rigid structures. It allowed teams to prototype quickly and rediscover the joy of coding. 🚀 However, six months in, challenges have emerged. The chaotic nature that once inspired fun has led to complications in project management and increased technical debt. 📉 As developers reassess this approach, questions arise about its sustainability for serious projects. What are the strengths and weaknesses of...
Alexander T. Williams

BGP zombies and excessive path hunting

2025-10-31 15:30
🧟‍♂️ BGP zombies are routes stuck in the Default-Free Zone of the Internet, often due to missed prefix withdrawals. These "undead" routes can disrupt traffic, leading to inefficiencies for network operators. Path hunting, the process of searching for the best route after a prefix withdrawal, contributes to these issues. Cloudflare discusses how to minimize the impact of BGP zombies and improve routing efficiency. #BGP #Networking #Cloudflare #InternetTraffic #TechInsights
Mingwei Zhang

Atlassian named a Leader in the 2025 Gartner® Magic Quadrant™ for Collaborative Work Management Platforms

2025-10-31 15:02
🚀 Exciting news! Atlassian has been named a Leader in the 2025 Gartner® Magic Quadrant for Collaborative Work Management Platforms. For nearly two decades, Atlassian has focused on enhancing teamwork across various sectors. Their Teamwork Collection, which includes Jira, Confluence, Loom, and Rovo, unifies work processes and improves collaboration. The report details how modern work management solutions can boost agility and productivity. Check it out to learn more! 📊 #Atlassian...
Christopher Cheung

How Next.js Got Its Snappy Client Navs Back

2025-10-31 15:00
Frontend developer Sam Selikoff recently joined Vercel and questioned the Next.js team about achieving snappy client navigation with React Server Components (RSC). At the Next.js Conference, he highlighted the challenges of using RSCs while maintaining fast navigation, referencing past trends where frameworks moved rendering back to the server for improved performance. Selikoff discussed how companies like Twitter and Netflix have successfully enhanced load times and performance by...
Loraine Lawson

SecureBERT 2.0: Cisco’s next-gen AI model powering cybersecurity applications

2025-10-31 15:00
🚀 Exciting news in cybersecurity! Cisco has launched SecureBERT 2.0, now available on HuggingFace and GitHub. This next-gen AI model builds on the original SecureBERT to enhance cybersecurity applications. The research paper highlights its advanced performance in real-world tasks, following the success of the first model introduced in 2022. 🔍 #Cybersecurity #AI #SecureBERT #Innovation #TechNews
Ehsan Aghaei

How To Use Warp’s Agentic Programming To Manage Kubernetes Clusters

2025-10-31 14:00
🚀 Discover how to efficiently manage Kubernetes clusters using Warp's agentic programming! Warp offers an AI-powered terminal environment tailored for DevOps and SREs. Unlike traditional IDEs, it integrates agents directly into the terminal, enhancing your workflow. This tutorial guides you through installing a Kubernetes 1.33 cluster on virtual machines without manual commands, leveraging Warp's capabilities for a streamlined setup. For those already using Multipass, this step-by-step...
Janakiram MSV

Building Reliable AI Requires a Lot of ‘Boring’ Engineering

2025-10-31 13:00
Building reliable AI requires careful engineering, not just innovative algorithms. A recent article highlights that 74% of companies struggle with AI adoption, often treating projects as simple experiments rather than engineering tasks. Success lies in applying traditional software engineering principles to ensure reliability and maintainability. Effective AI systems require rigorous testing, monitoring, and robust infrastructure. Organizations that embrace these practices can avoid pitfalls...
Andrew Prosikhin

BotID Deep Analysis catches a sophisticated bot network in real-time

2025-10-31 13:00
🚨 On October 29, BotID Deep Analysis identified a significant increase in traffic—500% above normal levels—on a customer's project. 📈 This surge appeared to originate from legitimate human users, raising concerns about disguised bot activity. Our team promptly engaged with the customer to address the issue. Remarkably, before discussions concluded, Deep Analysis utilized Kasada’s machine learning to identify and adapt to the threat. #BotID #CyberSecurity #MachineLearning #ThreatDetection...
Source: Vercel Blog
Liz Hurder

Caching details now available in Runtime Logs

2025-10-31 13:00
🚀 Exciting news for Vercel users! You can now access detailed caching information in the Runtime Logs. This includes: - **Cache key**: Unique identifier for cached pages - **Cache tags**: Tags linked to cached data - **Revalidation reason**: Explanation for any content revalidation This feature is available for all users at no extra cost. Explore it today! #Vercel #CDN #RuntimeLogs #WebDevelopment #Caching
Source: Vercel Blog
Timo Lins

Go and enhance your calm: demolishing an HTTP/2 interop problem

2025-10-31 13:00
Understanding the ENHANCE_YOUR_CALM error in HTTP/2 can help developers avoid communication issues between microservices. This article discusses how certain patterns in Go's HTTP/2 client can inadvertently trigger this error, particularly during PING flood attacks, which can lead to connection closures. The post also highlights Cloudflare’s defenses against such vulnerabilities, emphasizing the need for careful implementation to prevent denial-of-service risks. 🔧💻🚫 #HTTP2 #Cloudflare...
Zak Cutner

Microfrontends now generally available

2025-10-31 13:00
🚀 Microfrontends are now generally available on Vercel! This feature allows teams to break down large applications into smaller, independently deployable units, improving user experience. Each team can choose their framework and deploy at their own pace. Notable improvements include enhanced domain routing and simplified onboarding. Over 250 teams are already utilizing this feature, including Cursor and A+E Networks. Pricing starts with 2 microfrontend projects, with additional projects...
Source: Vercel Blog
Kit Foster

Security Doesn’t Have to Hurt

2025-10-31 13:00
🔒 Security teams and employees often find themselves at odds over the tools needed to get work done. Tools like AI for documentation can be blocked, causing frustration for everyone involved. 💻 Shadow IT emerges as a solution, but it creates tension between innovation and security compliance. Employees seek flexibility, while security teams strive to maintain oversight. 🤝 There’s a call for collaboration to shift security focus towards compromise and efficiency, allowing for better tool...
Source: Docker Blog
Simeon Ratliff

Vercel Agent can now run AI investigations

2025-10-31 13:00
🚀 Vercel is enhancing incident response with the launch of Vercel Agent Investigations in Public Beta. This new feature automatically detects application issues, conducts root cause analysis, and offers actionable remediation plans. By integrating anomaly alerts, Vercel aims to streamline how development teams address production issues. #Vercel #IncidentResponse #AIAssistance #DevOps #SoftwareDevelopment
Source: Vercel Blog
Liz Hurder

Zero-configuration support for Fastify

2025-10-31 13:00
🚀 Vercel now supports Fastify applications, streamlining the developer experience with zero-configuration deployment. Fastify's plugin architecture allows for easy scaling, utilizing Fluid compute and Active CPU pricing. This means your app adjusts automatically based on traffic, ensuring cost efficiency. Discover more about deploying Fastify on Vercel today! #Fastify #Vercel #WebDevelopment #CloudComputing #DeveloperExperience
Source: Vercel Blog
Marcos Grappeggia

Mr. Bones: A Pirate-Voiced Halloween Chatbot Powered by Docker Model Runner

2025-10-31 12:17
🎃 Meet Mr. Bones, the interactive Halloween chatbot! Mike Coleman from Docker transformed a Home Depot skeleton into a pirate-voiced AI that chats with kids. Using Docker Model Runner, he created a local LLM that handles conversations seamlessly. Key benefits include no API costs, low latency, and easy model switching. Curious about how it works? Kids talk to the skeleton, and a Raspberry Pi processes their questions before Mr. Bones responds in pirate voice! 🏴‍☠️👻 #Halloween #AI #Docker...
Source: Docker Blog
Mike Coleman

How Cover Whale Scaled Its Developer Platform Beyond an MVP

2025-10-31 12:00
🚀 Cover Whale is making strides in platform engineering to enhance its internal developer platform (IDP). The IDP, built on AWS and Kubernetes, aims to simplify the app lifecycle from provisioning to observability. However, scaling beyond a minimum viable product (MVP) has presented various challenges, including managing complex Helm charts and integrating systems like NATS. The case study also discusses the role of orchestration tools like Kratix in achieving better maintainability....
Laurent Sibilla

IPv6 in 2025 – Transitioning to IPv6

2025-10-31 12:00
🌐 The transition to IPv6 is progressing, with over 50% of Internet traffic now using it. Organizations are moving from IPv4 to dual-stack environments before fully adopting IPv6. Cisco supports customers through this transition, ensuring robust network performance. Explore best practices as we navigate this critical shift. #IPv6 #Networking #DigitalTransformation #Cisco #TechTrends
David Prall

JetBrains Academy 插件迎来 AI 驱动的学习功能

2025-10-31 08:46
🚀 JetBrains Academy has introduced two new AI-driven features to enhance your coding journey: Machine Translation and Theory Lookup. 🌐 **Machine Translation** allows you to translate task titles and descriptions into 10 languages, helping you focus on coding instead of language barriers. 📚 **Theory Lookup** provides quick definitions of key programming terms directly in the IDE, reducing interruptions during learning. 💻 Update your JetBrains Academy plugin to experience these improvements in...
Sue

Accelerating the magic cycle of research breakthroughs and real-world applications

2025-10-31 07:40
🚀 Exciting advancements were shared at the recent Research@ event by Google Research, showcasing breakthroughs in earth science, genomics, and quantum computing. These innovations are part of a “magic cycle” where research and real-world applications drive each other forward. Enhanced AI tools and open platforms are accelerating this process, leading to new opportunities in various fields. 🌍🔬 Stay tuned for more updates on how technology is shaping our future! #GoogleResearch #Innovation #AI...

Vibe coding needs a spec, too

2025-10-31 07:40
In a recent discussion, Deepak Singh from AWS highlights the shift towards spec-driven development in AI coding. The Kiro AI IDE introduces structure by allowing developers to create software using specifications rather than just code. This evolution reflects how AI tools have advanced significantly, moving from simple autocompletion to sophisticated coding agents. For deeper insights, join Deepak on the Kiro Discord and catch the upcoming virtual OpenAI Forum with CEO Prashanth Chandrasekar...
Phoebe Sajor

Koog × A2A: KI-Agents in Kotlin vernetzen

2025-10-31 03:24
🚀 Koog × A2A: KI-Agents effektiv vernetzen! Entwickler, die mit mehreren KI-Agents arbeiten, kennen die Herausforderungen der Kommunikation. Jeder Agent hat seine eigene API und Authentifizierung, was Integrationen komplex macht. Hier kommt das Agent2Agent-Protokoll (A2A) ins Spiel. A2A bietet eine standardisierte Kommunikationsschicht, die den Austausch zwischen Agents vereinfacht. Plug-and-play-Konnektivität und integrierte Orchestrierung reduzieren den Aufwand für die Integration. Koog ist...
Jessie Cho

Improving code quality - Session 51: Convincing questions

2025-10-31 02:00
In the latest article of the "Improving Code Quality" series, Munetoshi Ishikawa discusses a code review scenario. The focus is on the function `getOnlineUserStates`, which is designed to return the states of online users. It includes an early return for empty user IDs, but its necessity is questioned. The reviewer suggests that removing this early return could enhance code simplicity, prompting a dialogue about its purpose. #CodeQuality #SoftwareDevelopment #CodeReview #Programming #LINEapp 🚀💻🔍

Manage your Pipelines usage with the new billing panel

2025-10-31 00:24
🚀 Exciting updates to the Pipelines Billing Panel! Users can now view pipeline minute usage by repository, not just the total for the workspace. This enhancement allows for better management of high-usage repositories across current and previous billing periods. To access, navigate to the Pipelines usage tab in workspace settings. Note: This feature is available only for monthly plan customers. #Atlassian #Pipelines #BillingPanel #WorkspaceManagement #TechUpdates
Ash Moosa

Reinventing Government with the Databricks Data Intelligence Platform

2025-10-31 00:20
Transforming government operations is now possible with the Databricks Data Intelligence Platform. This innovative tool enhances data management and decision-making processes. The article discusses how the platform supports efficiency and transparency in government sectors, enabling better service delivery to citizens. Discover how data-driven insights can lead to improved outcomes in public administration. #DataIntelligence #GovernmentInnovation #Databricks #PublicSector 🌐📊🚀

8 Log Detections for Credential Stuffing and MFA Exploit Prevention

2025-10-31 00:00
Enhance your security with eight crucial log detections for credential stuffing and MFA exploit prevention from Auth0. These detections are part of the Auth0 Detection Catalog, offering real-time insights and customizable monitoring for your SIEM. Key features include tracking abnormal login patterns and identifying sophisticated bot activity. Stay ahead of potential threats and protect your systems! 🔒🛡️ #CyberSecurity #Auth0 #CredentialStuffing #MFA #SecurityMonitoring
Source: Auth0 Blog
Maria Vasilevskaya

Claude Sonnet 3.7 deprecation notice for GitLab Duo

2025-10-31 00:00
🚨 Important Update for GitLab Duo Users! 🚨 Anthropic is deprecating Claude Sonnet 3.7. As a result, GitLab will remove support for this model in version 18.8, scheduled for January 15, 2026. 📅 Current Status: Claude Sonnet 3.7 is still available. 🔄 Action Needed: Migrate to Claude 4.0+ models now. For further details, check the resources or contact GitLab Support for assistance. #GitLab #AI #ClaudeSonnet #Migration #TechUpdates
Source: GitLab Blog
Karishma Kumar

Elevating public sector cyber defense with AI-powered threat hunting

2025-10-31 00:00
Public sector organizations face increasing cyber threats, with 38% reporting insufficient resilience. To combat this, proactive threat hunting is essential. Elastic Security provides tools that enhance threat detection and investigation, helping agencies safeguard sensitive data effectively. Explore how AI-powered features can transform public sector cyber defense. 🔍💻 #CyberSecurity #PublicSector #AI #ThreatHunting #ElasticSecurity
Source: Elastic Blog
Brixton Pizzuti