Articles from Source: The-New-Stack

Tech Veterans’ New Approach To Eliminate ‘Configuration Hell’

2025-11-26 14:00
🚀 Tech veterans are tackling the challenge of "configuration hell" with their startup, ConfigHub. CEO Alexis Richardson highlights the frustration of navigating countless YAML files during system outages. With backgrounds from Weaveworks, Kubernetes, and Salesforce, the team aims to simplify configuration management. Their approach treats configuration as data, addressing misconfiguration issues that lead to significant outages. #TechInnovation #ConfigurationManagement #StartupNews #DevOps...
Source: The New Stack
Susan Hall

How Autonomous Agents Are Changing Infrastructure Management

2025-11-25 20:00
🚀 Infrastructure failures are costly, with downtime averaging $12,900 per minute. AI DevOps engineers are emerging as autonomous agents that analyze infrastructure and coordinate operations in real-time. These systems integrate with tools like Kubernetes and CI/CD platforms while maintaining data ownership for compliance. Key components include local LLM integration and an orchestration layer for managing tasks and approvals. Organizations are adopting six specialized roles for these agents,...
Source: The New Stack
Fahmid Kabir

AWS WAF vs. Google Cloud Armor: A Multicloud Security Showdown

2025-11-25 18:00
In 2025, multicloud strategies are now common, with organizations utilizing AWS, Google Cloud, and Azure. This shift creates challenges for unified app security. AWS WAF and Google Cloud Armor are leading web application firewalls (WAFs) that protect against various threats, including OWASP vulnerabilities, bots, and DDoS attacks. Key differences in integration, rule customization, and automation between the two platforms can impact performance in hybrid environments. Both WAFs play a crucial...
Source: The New Stack
Advait Patel

Amazon CTO Werner Vogels’ Predictions for 2026

2025-11-25 16:30
Amazon's CTO, Werner Vogels, shared key insights at AWS re:Invent, marking a shift in his approach. This year, he provided predictions ahead of the event, hinting it might be his last keynote. His predictions focus on AI and its societal effects, including redefining companionship, quantum-safe encryption, and the fast transition of military tech to consumer products. Vogels emphasized the need for younger voices in tech, reflecting on his 21 years at Amazon. #AWS #WernerVogels...
Source: The New Stack
Frederic Lardinois

How Mozilla’s AI Strategy Disconnects From Its Browser Heritage

2025-11-25 15:37
🚀 Last week, Mark Surman, president of the Mozilla Foundation, shared insights on Mozilla's new AI strategy, indicating a shift from its traditional web focus. 🛠️ Mozilla.ai, an offshoot startup, aims to democratize AI access and promote data ownership. CEO John Dickerson emphasized their mission aligns with the Mozilla manifesto but applies it to AI rather than browsers. 🖥️ Notably, their product line features open source tools, including the recently launched any-llm interface. However,...
Source: The New Stack
Richard MacManus

Self-Service Analytics Failed. Can Agentic AI Finally Succeed?

2025-11-25 13:05
For over a decade, self-service analytics has struggled to meet its promise of universal data access. Key challenges include access control, usability, and semantic understanding. Organizations face difficulties in providing secure data access, navigating complex tools, and aligning on business definitions. Agentic AI, particularly large language models (LLMs), may address these issues. LLMs can simplify SQL queries and enhance context comprehension, helping users interact with data more...
Source: The New Stack
Alasdair Brown

Inside Uber’s Multicloud AI Reality: The Gap Between Data and Compute

2025-11-24 22:00
Uber is transitioning from on-premises to a multicloud infrastructure, highlighting the challenges of optimizing GPU usage across multiple providers. In a recent presentation, Andrew Leung shared insights on how Uber uses AI for various applications like ETAs and fraud detection. However, separating data and compute complicates their infrastructure, requiring careful workload management. The company aims to bridge the cloud divide while addressing GPU scarcity. #Uber #Multicloud #AI...
Source: The New Stack
Alex Williams

Anthropic’s New Claude Opus 4.5 Reclaims the Coding Crown

2025-11-24 19:00
🚀 Anthropic has launched Claude Opus 4.5, its most advanced model yet, excelling in coding tasks with an impressive accuracy score of 80.9%. This release is not only smarter but also more affordable, with reduced API pricing. Users can expect enhanced output in documents, spreadsheets, and presentations. 📊 Opus 4.5 also showcases a new "effort" parameter, allowing developers to optimize resource usage. Notably, it scored higher than previous job candidates in performance tests at Anthropic....
Source: The New Stack
Frederic Lardinois

Deepnote CEO: Why Notebooks Are the ‘Perfect User Interface’ for AI Agents

2025-11-24 18:19
Deepnote CEO Jakob Jurových discusses the evolution of data tools and the role of notebooks in AI. He identifies a gap between simple tools like spreadsheets and advanced solutions that require extensive learning. Deepnote aims to bridge this gap by enhancing collaboration in data exploration. Jurových announces Deepnote's transition to open source, highlighting its innovative format designed for cloud and AI integration. 📊💻✨ #Deepnote #AI #OpenSource #DataScience #Collaboration
Source: The New Stack
Michelle Gienow

Kubernetes at the Edge: Lessons From GE HealthCare’s Edge Strategy

2025-11-24 18:00
🌐 Operating at the edge presents unique challenges for regulated industries like health care and finance. While it enhances speed and efficiency, strict compliance demands must be met. GE HealthCare is tackling these challenges by modernizing its systems to operate securely at the edge. Join their free webinar on Dec. 9 to learn how they leverage cloud native technologies and Kubernetes to improve patient care while ensuring compliance. Don't miss out on this opportunity! 📅💻 #Kubernetes...
Source: The New Stack
Vicki Walker

Defining the Ideal Database for the AI Era

2025-11-24 17:00
Legacy technology is a major hurdle for AI development, causing integration bottlenecks and security risks. Nearly 60% of AI leaders identify legacy systems as a key barrier to adopting advanced AI solutions. The ideal database for the AI era should unify structured, unstructured, and vector data with flexible schemas and built-in security, enabling teams to focus on innovation. Outdated systems hinder developers' productivity and limit organizational competitiveness, resulting in higher...
Source: The New Stack
Tony Kim

Will AI Replace Human Project Managers? Not So Fast

2025-11-24 16:00
🚀 In the evolving landscape of project management, AI is making strides but is not poised to replace human project managers just yet. 📊 Current AI tools analyze data effectively but often lack the ability to manage tasks directly. They help in understanding patterns and predicting outcomes but do not engage in the nuanced aspects of project leadership. 🗂️ AI applications like automated meeting notes and report generation are already assisting delivery managers, reducing cognitive load and...
Source: The New Stack
Igor Mishurov

How To Perform Basic NLP in JavaScript With the Natural Library

2025-11-24 15:09
Unlock the power of Natural Language Processing (NLP) with the Natural library in JavaScript! 🌟 Natural is a lightweight tool designed for basic NLP tasks like tokenizing text, identifying word roots, and sorting content. It's ideal for applications such as chatbots and search helpers. 🗣️✨ Learn how to get started with Natural and make your projects easier and faster to build. A basic understanding of JavaScript and Node.js is needed to dive in. Explore the fundamentals and see how simple NLP...
Source: The New Stack
Jessica Wachtel

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...
Source: The New Stack
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...
Source: The New Stack
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,...
Source: The New Stack
David Cassel

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
Source: The New Stack
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...
Source: The New Stack
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...
Source: The New Stack
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
Source: The New Stack
David Eastman

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...
Source: The New Stack
Joab Jackson

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...
Source: The New Stack
Tim Young

What To Know Before Building Fluent Bit Plugins With Go

2025-11-21 20:00
🔍 Interested in building Fluent Bit plugins with Go? This article from "Fluent Bit with Kubernetes" explores the strengths of Go in cloud-native projects. Go offers native binary performance and simplifies integration with C/C++. It highlights the organizational and technical benefits of using Go for custom plugins, including the protection of proprietary code and addressing niche use cases. For more insights, check out the full article! 📚 #FluentBit #GoLang #CloudNative #Kubernetes...
Source: The New Stack
Phil Wilkins

Is Spec-Driven Development Key for Infrastructure Automation?

2025-11-21 19:00
🚀 Spec-driven development (SDD) is gaining traction in the tech world since the launch of GitHub Spec Kit. It aims to enhance how AI agents generate code by providing structured context through markdown specs. 📄 SDD mirrors traditional development workflows, where product managers create requirements and developers execute tasks. This method helps AI generate more accurate code by understanding specifications better. 🔍 However, the article highlights key differences between infrastructure...
Source: The New Stack
Idan Yalovich

When AI Starts Seeing and Hearing, IT Must Start Rethinking

2025-11-21 18:00
In 2026, enterprises will face a significant change with the rise of multimodal AI. This shift moves beyond text-only models to systems that can read, listen, and see, similar to human perception. IT leaders will need to adapt their infrastructure and governance to support this transformation. Multimodal AI will enable seamless interactions, allowing employees to communicate through voice, gestures, and visuals rather than traditional commands. However, this advancement brings challenges in...
Source: The New Stack
Derek Ashmore

Why Load Tests Lie: Harsh Truth About AI Agent Performance

2025-11-21 16:00
🚨 Load tests may not reveal the true performance of AI agents! Traditional load testing assumes requests are independent and behavior is predictable. However, AI conversations build on context, increasing latency and cost with each message. This discrepancy can lead to unexpected failures in production even with successful load tests. Understand the unique challenges of AI performance! 🤖📊 #AITesting #LoadTesting #TechInsights #AIPerformance #CustomerService
Source: The New Stack
Sudhakar Reddy Narra

Taking Your Observability Strategy to the Next Level

2025-11-21 15:00
🚀 Observability strategy can be complex, with many companies struggling to define it clearly. Smaller firms often lack a strategy, while larger ones seek to enhance theirs. A meta-strategy can simplify this process, accommodating various company stages simultaneously. User journeys play a crucial role, especially for pre-product market fit startups, helping to reveal user behavior and improve product alignment. #Observability #Strategy #UserExperience #TechInsights #ProductMarketFit
Source: The New Stack
Hazel Weakly

Tutorial: Implement a Nginx Gateway Fabric as an Alternative to Ingress

2025-11-21 14:01
Kubernetes is evolving how it handles external traffic with the announcement of the retirement of Ingress Nginx, effective March 2026. 🚦 The traditional Ingress API has limitations in advanced traffic management and routing. The new Gateway API addresses these issues, offering a unified model for multiprotocol routing and better traffic control. 🌐 Nginx Gateway Fabric, an open-source implementation of the Gateway API, enhances capabilities like blue-green deployments and request manipulation....
Source: The New Stack
Janakiram MSV

CNCF Retires the Ingress Nginx Controller for Kubernetes

2025-11-21 14:00
🚨 Important Update for Kubernetes Users! 🚨 The Cloud Native Computing Foundation has announced the retirement of the Ingress Nginx controller by March 2026. Users must migrate to the Gateway API or another solution to ensure continued support. Many at KubeCon+CloudNativeCon are already seeking alternatives due to this sudden change. After March, Ingress Nginx will no longer receive updates or security fixes, operating it will be at your own risk. For those unsure if they are using it, you can...
Source: The New Stack
Joab Jackson

GitHub and Microsoft Use AI To Fix Security Debt Crisis

2025-11-21 02:00
🚀 Microsoft and GitHub have launched a new integration between Microsoft Defender for Cloud and GitHub Advanced Security to tackle security debt in enterprise codebases. This connection aims to streamline developer workflows by prioritizing critical vulnerabilities and utilizing AI for quicker resolutions. With organizations creating over 500 applications annually, addressing the gap between security and development teams is crucial. Learn more about how this integration can impact your...
Source: The New Stack
Darryl K. Taft

Microsoft’s Azure HorizonDB Takes on Aurora, AlloyDB

2025-11-21 00:00
🚀 Microsoft unveiled Azure HorizonDB for PostgreSQL at its Ignite conference, aiming to compete with Amazon Aurora and Google AlloyDB. This new managed service features a disaggregated architecture that separates compute from storage, allowing for independent scaling. It can handle up to 3,072 vCores and offers improved performance with sub-millisecond latencies. Additionally, HorizonDB supports advanced AI workloads through vector indexing, making it easier to develop intelligent...
Source: The New Stack
Darryl K. Taft

Google’s Web AI Playbook: The Paved Road vs. the Open Field

2025-11-20 22:00
🖥️ At the recent Google Web AI Summit, the focus was on client-side AI in browsers. Key discussions included Model Context Protocol (MCP) and its web variant, WebMCP, which help developers utilize device hardware more effectively. 💻 Parisa Tabriz from Google emphasized the transformative impact of AI on web development, referring to it as a "renaissance of the web." She reassured attendees of Google's commitment to an open and interoperable web, highlighting advancements like WebAssembly and...
Source: The New Stack
Richard MacManus

Ai2’s Olmo 3 Pushes the Envelope for Open Source LLM Performance

2025-11-20 20:00
🚀 The Allen Institute of AI (Ai2) has launched Olmo 3, a new open-source large language model (LLM). This model family includes three variants: Olmo 3-Base, Olmo 3-Think, and Olmo 3-Instruct. Ai2 claims that Olmo 3 outperforms many existing models on standard benchmarks. Notably, the Olmo 3-Think variant is designed for step-by-step reasoning, while the Instruct model excels in following instructions and multiturn dialogue. Learn more about this advancement in open-source AI! 🌟 #AI...
Source: The New Stack
Frederic Lardinois

Adam Jacob on Why Scaling Is ‘The Funnest Game’

2025-11-20 19:00
At the Monster Scale Summit 2025, Adam Jacob discussed the complexities of software at scale. He emphasized that while scaling is a thrilling challenge, it can invite criticism. Jacob highlighted the importance of ensuring software remains functional under load. Quality and speed should be balanced, especially in the early stages of development. Join the upcoming Monster SCALE Summit 2026 on March 11-12 for insights from industry experts. #SoftwareDevelopment #TechTalk #Scaling...
Source: The New Stack
Cynthia Dunlop

Building a Cloud-to-Edge Architecture Across 40K Global Locations

2025-11-20 18:00
🌐 Managing edge computing at scale presents unique challenges such as poor connectivity and limited hardware. YUM! Brands, serving over 40,000 locations, has adopted a modular, edge-native architecture to ensure consistent digital services. This approach helps maintain customer satisfaction and operational excellence. Join a live webinar on Dec. 2 with experts from YUM! Brands and AWS to learn best practices for deploying edge platforms. Gain insights on AI-driven customer experiences and...
Source: The New Stack
Vicki Walker

How Can We Solve Observability’s Data Capture and Spending Problem?

2025-11-20 17:00
Observability in DevOps is crucial for interpreting telemetry data and making informed business decisions. However, practitioners face challenges like data sprawl, siloed teams, and rising costs. Jacob Yackenovich from IBM emphasizes the need for comprehensive data capture to avoid missing critical signals within applications. He notes the importance of making observability systems accessible to all stakeholders, enhancing service performance from the end user's perspective. AI's role is also...
Source: The New Stack
B. Cameron Gain

Composable Platforms: Why You Need One

2025-11-20 16:00
In today’s IT landscape, organizations face stagnation due to complex technical and business challenges. This has made them risk-averse, creating a significant digital productivity gap. Composable platforms emerge as a solution to connect multiexperience channels and manage AI effectively. They streamline development and enhance delivery times, offering a modular ecosystem to tackle software complexities. Key to composable platforms are catalogs, which serve as a digital twin of your...
Source: The New Stack
Massimiliano Bianchessi

3-Hour Cloudflare Outage Knocks Out AI Chatbots, Shopify

2025-11-20 15:00
On Nov. 18, 2025, Cloudflare faced a significant outage lasting several hours, impacting access to popular websites and services globally, including Shopify and AI chatbots. 🌐 The outage stemmed from a database permissions error in Cloudflare's Bot Management system, not a cyberattack. This led to repeated failures in managing traffic, causing widespread errors. 🔧 The situation started around 11:20 UTC, with symptoms like high latency and access issues quickly observed. Initial fears of a...
Source: The New Stack
Steven J. Vaughan-Nichols

The React Component Pyramid Scheme: An Over-Engineering Crisis

2025-11-20 13:05
🚨 The article "The React Component Pyramid Scheme: An Over-Engineering Crisis" raises concerns about the overuse of React components. Many developers have shifted from creating functional components to obsessing over reusability, leading to complex, over-engineered solutions. This focus on reusability has created "prop soup" and dependency debt, making debugging challenging and code harder to manage. The article suggests finding a balance between reusability and simplicity, highlighting that...
Source: The New Stack
Alexander T. Williams

5 Engineering Skills to Prioritize in the AI-Driven Era

2025-11-20 13:00
The software engineering landscape is evolving rapidly with the rise of AI. Traditional coding skills may no longer be enough as the industry shifts focus. Key skills emerging in this AI-driven era include: 1️⃣ **Specification Writing**: Engineers must convert vague business requirements into clear specifications for AI. 2️⃣ **Architectural Understanding**: Engineers need to grasp how components fit within larger systems, making architectural thinking essential. 3️⃣ **Debugging and Reverse...
Source: The New Stack
Animesh Koratana