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The New Stack | DevOps, Open Source, and Cloud Native News
Text • Richard MacManus

Make React Components With XMLUI, a Visual Basic for the AI Era

abstract

If you want to create a user interface for your web application, these days, chances are you’ll use React —

The post Make React Components With XMLUI, a Visual Basic for the AI Era appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Kai Borgen

A Blueprint for Implementing RAG at Scale

A row of shiny heads to illustrate artificial intelligence.

Retrieval-augmented generation (RAG) is essential for most large language model (LLM) applications because it brings company-specific information into the generation

The post A Blueprint for Implementing RAG at Scale appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Ankit Jain

Fixing Engineering’s Biggest Time Suck: Finding Information

Man trying to push back on the hands of time.

The leading cause of friction and time waste for engineering teams is not tech debt, testing or code reviews, but

The post Fixing Engineering’s Biggest Time Suck: Finding Information appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Janakiram MSV

Tutorial: Setting Up and Exploring Apple Containerization on macOS

In a previous post, I introduced Apple Containers and compared it with Docker Desktop for macOS. In this tutorial, we

The post Tutorial: Setting Up and Exploring Apple Containerization on macOS appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • B. Cameron Gain

Bare-Metal Kubernetes: The Performance Advantage Is Almost Gone

Bare metal for the last decade has offered a performance edge when running Kubernetes and container infrastructure compared to containers

The post Bare-Metal Kubernetes: The Performance Advantage Is Almost Gone appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Meredith Shubel

Scaling AI Inference at the Edge With Distributed PostgreSQL

"Scaling AI Inference at the Edge with Distributed PostgresQL" featured image

Whether it’s for training or for inference, data is the bedrock of AI applications. Today, inference workloads get the most

The post Scaling AI Inference at the Edge With Distributed PostgreSQL appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Lyudmil Pelov

Mastering Vibe Coding — May the Force Be With You

Recreation of a scene from “Star Wars: The Empire Strikes Back.”

After following vibe coding’s rapid rise as the top software development trend, I decided to use it to build a

The post Mastering Vibe Coding — May the Force Be With You appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Michael Coté

Driving Platform Adoption: Community Is Your Value 

Hands holding a circle of cut-out paper dolls.

This is the third part of a series. Read also:  Driving Platform Adoption: The Missed Opportunity of Marketing Driving Platform

The post Driving Platform Adoption: Community Is Your Value  appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • David Cassel

How the Free Software Foundation Battles the LLM Bots

A July 2 blog post by senior systems administrator Ian Kelling points out that the infrastructure for the Free Software

The post How the Free Software Foundation Battles the LLM Bots appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • David Eastman

Learn To Love the Command-Line Interface With Agentic LLMs

abstract

We have reached a pivotal time in AI development, with many companies trying to grab mindshare over the right direction

The post Learn To Love the Command-Line Interface With Agentic LLMs appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Loraine Lawson

The Smart Money on How Devs Should Charge for Apps

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Developers should avoid implementing long-term subscription plans for their apps. Instead, a recent report indicates users prefer weekly subscriptions or

The post The Smart Money on How Devs Should Charge for Apps appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Jack Wallen

Docker Desktop: The Easiest Way to Debug Docker Containers

If you’re a container developer and you use , you might have experienced that when you have problems, finding answers

The post Docker Desktop: The Easiest Way to Debug Docker Containers appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Eyal Solomon

AI Agents Are Creating a New Security Nightmare for Enterprises and Startups

The proliferation of AI into enterprise applications is introducing a new, complex type of network traffic: autonomous AI agents making

The post AI Agents Are Creating a New Security Nightmare for Enterprises and Startups appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Frederic Lardinois

Why AI Agents Need a New Kind of Browser

On The New Stack Agents podcast, Paul Klein IV explained that Stagehand enables AI agents to interpret vague, natural-language instructions and still function reliably—even when web pages change.

AI agents need to browse the web, but traditional browser automation tools are too brittle for the job. That’s the

The post Why AI Agents Need a New Kind of Browser appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Phil Wilkins

Logging Best Practices: Defining Error Codes

"Logging Best Practices: Defining Error Codes" featured image.

Editor’s Note: This article is an excerpt from Logging Best Practices: A Practical Guide to Cloud Native Logging (part 1,

The post Logging Best Practices: Defining Error Codes appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Bob Stevens

How AI Can Speed up Modernization of Your Legacy IT Systems

Image of wireless network overlaid with city background.

Despite rapid technological improvements, many large enterprise organizations still rely on decades-old legacy IT systems. These systems can increase security

The post How AI Can Speed up Modernization of Your Legacy IT Systems appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Janakiram MSV

Apple Containers on macOS: A Technical Comparison With Docker

Apple’s announcement of native containerization support in macOS 26 Tahoe marks a significant shift in the containerization landscape. The new

The post Apple Containers on macOS: A Technical Comparison With Docker appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Alexander T. Williams

What’s Happening With Entry-Level Development Jobs?

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For decades, the safest first rung on a software career ladder was the junior or graduate developer role. In 2025,

The post What’s Happening With Entry-Level Development Jobs? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Darryl K. Taft

IBM Tackles Shadow AI: An Enterprise Blind Spot

With the explosion of the use of AI to quickly build applications in the enterprise, has introduced tools to help

The post IBM Tackles Shadow AI: An Enterprise Blind Spot appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Rod Cope

Agentic AI Is Quickly Revolutionizing IDEs and Developer Productivity

The evidence is clear that AI impacts multiple aspects of the software development lifecycle. A recent Java report found that

The post Agentic AI Is Quickly Revolutionizing IDEs and Developer Productivity appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Loraine Lawson

API Simulation Reduces MCP Server, Microservices Overload

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APIs have become so ubiquitous that it’s easy to underestimate the work they can create. It turns out, mo’ APIs,

The post API Simulation Reduces MCP Server, Microservices Overload appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Dan Lorenc

Open Source Is Too Important To Dilute 

Concept of global digital business

Open source software (OSS) is under attack — and not just from the usual suspects inserting malware or gaming vulnerability

The post Open Source Is Too Important To Dilute  appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Hafiz Hassan

How To Build an AI Health Care Agent on Amazon Bedrock

Person looking at a medical resource on a laptop.

When I first heard about AWS Bedrock Flows, I was intrigued. Imagine dragging and dropping your way to a fully

The post How To Build an AI Health Care Agent on Amazon Bedrock appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Joab Jackson

6 Design Principles for Edge Computing Systems

Edge computing is defined by a wide diversity of use cases. To illustrate, the 2025 Open Source Summit brought together

The post 6 Design Principles for Edge Computing Systems appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Eran Bibi

Build an Intelligent Slackbot That Knows Your Cloud: 4 Steps

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Despite all the advances in cloud automation, most engineering teams still interact with their infrastructure through tickets, dashboards or buried

The post Build an Intelligent Slackbot That Knows Your Cloud: 4 Steps appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Joel Carusone

How AI Automation Reclaims Developer’s Time

Anyone who works in technology knows that AI is not a new concept. But whether you love it or hate

The post How AI Automation Reclaims Developer’s Time appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Arjun Iyer

Why Scaling Makes Microservices Testing Exponentially Harder

"Why Scaling Makes Microservices Testing Exponentially Harder" featured image. Complex math

I was chatting with a VP of engineering last week who made an observation that stuck with me: “When we

The post Why Scaling Makes Microservices Testing Exponentially Harder appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Frederic Lardinois

Claude Code User Base Grows as Anthropic Launches Enterprise Analytics Dashboard

Claude Code, Anthropic’s coding agent, has quickly become a developer favorite, especially after the company launched its Claude Sonnet 4

The post Claude Code User Base Grows as Anthropic Launches Enterprise Analytics Dashboard appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Jessica Wachtel

Python `apply()` vs. `apply_async()`: Which Should You Use?

Multiprocessing lets a program run multiple tasks at the same time by creating separate processes. Each process has its own

The post Python `apply()` vs. `apply_async()`: Which Should You Use? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Carolyn May

‘State of Virtualization’ Report Reflects Shifting Strategies

The image highlights the interconnected nature of modern technology with vibrant lines representing speed.

The virtualization landscape is undergoing significant changes. According to Red Hat’s new “State of Virtualization” report, organizations are shifting the

The post ‘State of Virtualization’ Report Reflects Shifting Strategies appeared first on The New Stack.