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The New Stack | DevOps, Open Source, and Cloud Native News
• Chris Sheehan

We’re Repeating Cybersecurity’s Big Mistake, This Time With AI

Group of businessmen whitewater rafting.

Fifteen years ago, most enterprises treated cybersecurity as an afterthought — a box to check rather than a foundational strategy.

The post We’re Repeating Cybersecurity’s Big Mistake, This Time With AI appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Dario Esposito

How IDPs Balance Productivity and Control in the AI Era

Speed skaters take a corner.

The rapid adoption of agentic AI has accelerated software engineering practices, promising unprecedented productivity, faster iteration cycles and a dramatic

The post How IDPs Balance Productivity and Control in the AI Era appeared first on The New Stack.

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

OpenAI Recovers 30,000 CPU Cores With Fluent Bit Tweak

ATLANTA — When systems grow large enough, even very small optimizations can lead to very large savings. This was the

The post OpenAI Recovers 30,000 CPU Cores With Fluent Bit Tweak appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Michelle Gienow

From Physics to the Future: Brian Granger on Project Jupyter in the Age of AI

In an interview at JupyterCon, Brian Granger — co-creator of Project Jupyter and senior principal technologist at AWS — reflected on Jupyter’s evolution and how AI is redefining open source sustainability.

What if you could rewrite a beloved open source, battle-tested server from scratch, complete with a new test suite, in

The post From Physics to the Future: Brian Granger on Project Jupyter in the Age of AI appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jennifer Riggins

Your Top 2026 Priority? Prepare Your Data for AI

"Prepare Your Data for AI" featured image

Your AI success relies on your data. The more unified your data is across your organization, the more your AI

The post Your Top 2026 Priority? Prepare Your Data for AI appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jennifer Riggins

How To Build an AI-First Organization, One Engineer at a Time

"How to Build an AI-First Organization, One Engineer at a Time" featured image. People in a long queue shot from overhead.

Unless your business was born out of a university machine learning (ML) department or conceived in the last three years,

The post How To Build an AI-First Organization, One Engineer at a Time appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Steven J. Vaughan-Nichols

Knative Has Finally Graduated From the CNCF

ATLANTA — Knative, the open source Kubernetes-native platform for building, deploying and running serverless and event-driven applications, has officially graduated

The post Knative Has Finally Graduated From the CNCF appeared first on The New Stack.

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

How To Deploy an Open Source Version of NotebookLM

NotebookLM is an AI research and note-taking tool created by that uses large language models (LLMs) that make it possible

The post How To Deploy an Open Source Version of NotebookLM appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Michelle Gienow

Jupyter AI v3: Could It Generate an ‘Ecosystem of AI Personas?’

AWS engineers David Qiu and Piyush Jain at JupyterCon, the new release introduces AI personas — customizable, specialized assistants that users can configure to perform tasks such as coding help, debugging, or analysis.

What if your AI assistant could watch you code, spot bugs as they happen and fix them before you even

The post Jupyter AI v3: Could It Generate an ‘Ecosystem of AI Personas?’ appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Cameron McDougle

Choosing Your AI Orchestration Stack for 2026

AI and cloud images

AI has advanced at an incredible pace. Just a few months ago, we were still talking about agentic AI’s budding

The post Choosing Your AI Orchestration Stack for 2026 appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Tinega Onchari

Why You Should Break Your ML Pipelines on Purpose

Leaking water from blue plastic pipe.

This is the first of two articles. What happens when your machine learning system quietly breaks, and no one notices?

The post Why You Should Break Your ML Pipelines on Purpose appeared first on The New Stack.

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

Why the Frontend Should Run AI Models Locally With ONNX

A black box on a green background

Frontend developers need to make a paradigm shift about how they build applications using AI models, according to Angular consultant

The post Why the Frontend Should Run AI Models Locally With ONNX appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Mandi Walls

5 Ways To Transform ITOps With a Human and AI Agent Model

Person working through a process with AI agents.

A new era of AI operations is here. Research reveals that over half (51%) of global companies have already deployed

The post 5 Ways To Transform ITOps With a Human and AI Agent Model appeared first on The New Stack.

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

How Google Is Shifting AI From the Cloud to Your Browser

agentic internet

The Google Web AI summit was held earlier this month as an invite-only event in Sunnyvale, Calif. After the event,

The post How Google Is Shifting AI From the Cloud to Your Browser appeared first on The New Stack.

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

KubeCon: A Terraform Killer Built on Apple’s Pkl

ATLANTA — Terraform has you tripping? YAML got you cross-eyed? A startup, Platform Engineering Labs, has tackled the ongoing headache that

The post KubeCon: A Terraform Killer Built on Apple’s Pkl appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Steven J. Vaughan-Nichols

Debian Mandates Rust for APT, Reshaping Ubuntu and Other Linux Distros

One of the world’s oldest and most influential Linux distributions, Debian, has officially announced plans to restructure its development strategy

The post Debian Mandates Rust for APT, Reshaping Ubuntu and Other Linux Distros appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Ramya Prabhakar

How AI Is Pushing Kubernetes Storage Beyond Its Limits

"How AI Is Pushing Kubernetes Storage Beyond Its Limits" featured image

As enterprises rush to deploy AI and data-intensive applications in Kubernetes environments, standard Container Storage Interfaces (CSIs) aren’t enough to

The post How AI Is Pushing Kubernetes Storage Beyond Its Limits appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Laly Bar-Ilan

The 4 Ways AI Code Is Breaking Your Repo (And How To Fix It)

“Don’t ask the model to build your whole app. Break your request into smaller parts and generate one function, hook

The post The 4 Ways AI Code Is Breaking Your Repo (And How To Fix It) appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Steven J. Vaughan-Nichols

FFmpeg to Google: Fund Us or Stop Sending Bugs

You may never have heard of FFmpeg, but you’ve used it. This open source program’s robust multimedia framework is used

The post FFmpeg to Google: Fund Us or Stop Sending Bugs appeared first on The New Stack.

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

React’s UseEffect Is a Crime Scene Covered in Fingerprints

crime scene

Let’s be honest: half the React codebases out there are held together by duct tape and useEffect spaghetti. Every “quick

The post React’s UseEffect Is a Crime Scene Covered in Fingerprints appeared first on The New Stack.

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

KubeCon: Akuity Reduces Kubernetes Guesswork With AI

ATLANTA — Cloud Native GitOps service provider Akuity has added generative AI aids into its Kubernetes deployment platform, in order

The post KubeCon: Akuity Reduces Kubernetes Guesswork With AI appeared first on The New Stack.

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

Google Debuts GKE Agent Sandbox, Inference Gateway at KubeCon

ATLANTA — Those pesky AI agents. You’ll never know what trouble they’ll cause. Sneaky and malicious ones will elevate their

The post Google Debuts GKE Agent Sandbox, Inference Gateway at KubeCon appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Steve Fenton

Process Theater vs. Technical Excellence: A Recurring Software Crisis

The term “snake oil salesman” is often used to describe individuals who engage in deceptive marketing practices. Wild west characters

The post Process Theater vs. Technical Excellence: A Recurring Software Crisis appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Gaurav Saxena

How Distributed Databases Power Developer Platforms at Scale

Automotive engineer working on computer system.

The path from proof of concept to production-grade system exposes a familiar pattern in enterprise software. Teams sprint toward product-market

The post How Distributed Databases Power Developer Platforms at Scale appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jon Udell

The LLM Flywheel Effect: AI That Writes and Tests Documentation

flywheel

To help a team member get up to speed on a project, I had to learn and then document how

The post The LLM Flywheel Effect: AI That Writes and Tests Documentation appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Thibaut Gourdel

Exploring RTEB, a New Benchmark To Evaluate Embedding Models

Hand picking up model star on wooden table,

With the rise of large language models (LLMs), our exposure to benchmarks — not to mention the sheer number and

The post Exploring RTEB, a New Benchmark To Evaluate Embedding Models appeared first on The New Stack.

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

Why SAP Is Opening Up Its Data and Developer Ecosystems

SAP sign at TechEd 2025 in Berlin.

BERLIN — One of SAP’s key themes during its TechEd 2025 event in Berlin this year was “openness.” While it’s

The post Why SAP Is Opening Up Its Data and Developer Ecosystems appeared first on The New Stack.

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

Kubecon: VCluster’s K8s Platform to Manage GPUs as a Service

ATLANTA — VCluster Labs (formerly Loft Labs) has released an augmented version of its namesake Kubernetes distribution, one customized for

The post Kubecon: VCluster’s K8s Platform to Manage GPUs as a Service appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Charles Humble

Go Beyond DevOps With Autonomous Full-Stack Optimization

"Go Beyond DevOps With Autonomous Full-Stack Optimization" featured image. Robot arm stacking blocks

In the days of on-premises data centers, when procurement cycles were measured in months, overprovisioning was a logical risk management

The post Go Beyond DevOps With Autonomous Full-Stack Optimization appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Pankaj Gupta

Practitioners’ Guide to Chiseled Containers: Smaller, Faster, Safer

"Practitioners’ Guide to Chiseled Containers: Smaller, Faster, Safer" featured image.

Containerization has transformed how teams build and deploy applications, but it’s also introduced new operational challenges. Traditional container images often

The post Practitioners’ Guide to Chiseled Containers: Smaller, Faster, Safer appeared first on The New Stack.