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

Shadow AI: The Growing Risk IT Leaders Must Address

As long as there have been guardrails, there have been people trying to find ways around them, from the Garden

The post Shadow AI: The Growing Risk IT Leaders Must Address appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jelani Harper

dbt Labs Open Sources MetricFlow: An Independent Schema for Data Interoperability

Data framework provider dbt Labs recently released as open source MetricFlow, a SQL generation tool that reinforces the dbt semantic

The post dbt Labs Open Sources MetricFlow: An Independent Schema for Data Interoperability appeared first on The New Stack.

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

LogicStar AI Wants To Automate Debugging

Software bugs are huge pests, wasting developers’ time and slowing down release cycles. Boris Paskalev, co-founder and CEO of LogicStar

The post LogicStar AI Wants To Automate Debugging appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Saqib Jan

How MCP and AI are Modernizing Legacy Systems

An escalator used to represent a way to escalate modernization.

In many large enterprises, a hidden divide defines the technology landscape, creating a two-speed IT organization. On one side, modern,

The post How MCP and AI are Modernizing Legacy Systems appeared first on The New Stack.

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

Fast, Rust-Based Zed Code Editor Finally Arrives on Windows

Windows laptop

Zed, the “next-generation” code editor from the creators of Atom and Tree-sitter, has finally arrived on Windows. Zed is a

The post Fast, Rust-Based Zed Code Editor Finally Arrives on Windows appeared first on The New Stack.

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

The Great AWS Outage: The $11 Billion Argument for Kubernetes

Ship steering wheel, a symbol of Kubernetes.

Well, that was a rough week. If you’re in tech, you know exactly which week I’m talking about. The great

The post The Great AWS Outage: The $11 Billion Argument for Kubernetes appeared first on The New Stack.

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

GitHub Embraces the Coding Agent Competition With Agent HQ

SAN FRANCISCO — At its Universe 2025 conference here, GitHub today launched a slew of updates that will bring third-party coding

The post GitHub Embraces the Coding Agent Competition With Agent HQ appeared first on The New Stack.

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

Why Sudo-rs Brings Modern Memory Safety to Ubuntu 26.04

LONDON — First things, first. Chill out. Yes, Ubuntu 26.04, the next long-term support of Ubuntu, will have sudo-rs, a

The post Why Sudo-rs Brings Modern Memory Safety to Ubuntu 26.04 appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Cortney Nickerson

More Than a Warm-Up: Start KubeCon With a Colocated Event

A scene from KubeCon + CloudNativeCon Europe earlier this year.

When people think about KubeCon + CloudNativeCon, they often picture the keynote halls, the packed project pavilion or the flood

The post More Than a Warm-Up: Start KubeCon With a Colocated Event appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Manish Kapur

Beyond ‘Shift Left’: Improving AI Training Data

The software development world is grappling with a new “engineering productivity paradox.” On one hand, AI-powered coding assistants are generating

The post Beyond ‘Shift Left’: Improving AI Training Data appeared first on The New Stack.

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

How Anyshift Builds the Context for Faster, Smarter Incident Response

Most modern companies have a sprawling footprint, comprising international teams and huge, multicloud architectures held together by Kubernetes, CI/CD pipelines,

The post How Anyshift Builds the Context for Faster, Smarter Incident Response appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Idan Yalovich

What Does It Take for AI Agents To Deploy Infrastructure?

Overhead view of criss-crossing multiple-lane freeways.

AI is changing the way developers code. How much change and whether it’s all positive is the source of endless

The post What Does It Take for AI Agents To Deploy Infrastructure? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Agam Shah

What Are AI Orchestrators and Why Do They Matter Now?

orchestrator

Orchestrators make sure that AI agents don’t work in a vacuum; they organize the components, processes and information exchange to

The post What Are AI Orchestrators and Why Do They Matter Now? appeared first on The New Stack.

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

Why Your Platform Engineering Career Is Really a Sales Job

Christopher Batey of Core Engineering Consulting Group (CECG) speaks about platform engineering at Fast Flow Conf, October 2025.

LONDON — It turns out that platform engineer is a sales job. We’ve written a lot about how DevOps engineer

The post Why Your Platform Engineering Career Is Really a Sales Job appeared first on The New Stack.

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

GitHub Bets on Openness

GitHub's Octocat.

With CEO Thomas Dohmke’s departure in August and GitHub’s deeper integration into Microsoft, developers are asking what comes next for

The post GitHub Bets on Openness appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Emilio Salvador

What’s Next for Developer Teams: How To Prepare Now

Two people walking down hallway of blue and purple lights.

I have one kid in college right now. As I watch him navigate education in this AI world, I keep

The post What’s Next for Developer Teams: How To Prepare Now appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Alexander Matyushentsev

Cloud Native and AI: Why Open Source Needs Standards Like MCP

Argo CD MCP logo

The past decade of cloud native was about scaling microservices with Kubernetes and GitOps. The next will be about how

The post Cloud Native and AI: Why Open Source Needs Standards Like MCP appeared first on The New Stack.

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

Valkey 9.0 Debuts Multidatabase Clustering for Massive-Scale Workloads

The Valkey open source data store has officially released version 9.0, marking its most significant update since the project’s launch

The post Valkey 9.0 Debuts Multidatabase Clustering for Massive-Scale Workloads appeared first on The New Stack.

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

OpenTelemetry Adoption Update: Rust, Prometheus and Other Speed Bumps

OpenTelemetry is arguably living up to its hype. The open source project for observability has evolved over the last few

The post OpenTelemetry Adoption Update: Rust, Prometheus and Other Speed Bumps appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Alex Williams

The AI Inflection Point Isn’t in the Cloud, It’s at the Edge

Cloud-shrouded mountain

AI model development has reached an inflection point, bringing high-performance computing capabilities typically reserved for the cloud out to edge

The post The AI Inflection Point Isn’t in the Cloud, It’s at the Edge appeared first on The New Stack.

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

Ubuntu 25.10 Scraps X11 for Wayland: A Solid Step Forward

I love a good Ubuntu release. Part of the reason is that all of that newness will trickle down to

The post Ubuntu 25.10 Scraps X11 for Wayland: A Solid Step Forward appeared first on The New Stack.

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

Ken Thompson Recalls Unix’s Rowdy, Lock-Picking Origins

The 82-year-old Ken Thompson has some amazing memories about the earliest days of the Unix operating system — and the

The post Ken Thompson Recalls Unix’s Rowdy, Lock-Picking Origins appeared first on The New Stack.

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

Why PyTorch Won

Luca Antiga — CTO of Lightning AI and head of the PyTorch Foundation’s Technical Advisory Council — discussed the evolution and influence of PyTorch. Originally designed to be “Pythonic” and researcher-friendly, PyTorch’s ease of debugging and fast iteration helped it spread from academia to industry.

During this week’s PyTorch Conference 2025 in San Francisco, I sat down with Luca Antiga, the head of the Technical

The post Why PyTorch Won appeared first on The New Stack.

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

AWS Adds Scope 3 Emissions Data to Customer Carbon Footprint Tool

View of Earth from space. AWS has updated its Custom Carbon Footprint Tool.

has announced the second major update this year to its Customer Carbon Footprint Tool (CCFT), adding Scope 3 emissions data

The post AWS Adds Scope 3 Emissions Data to Customer Carbon Footprint Tool appeared first on The New Stack.

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

Vercel Marketplace Offers Agentic AI Building Blocks

Dev News logo

Vercel introduced Agents and Services to its marketplace this week, enabling developers to add AI-powered workflows to a project through

The post Vercel Marketplace Offers Agentic AI Building Blocks appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Daniel Clydesdale-Cotter

How to Manage the Growing AI Sprawl in Your SaaS Stack

The enterprise software landscape is experiencing an unprecedented transformation as AI capabilities become standard features across virtually every SaaS platform.

The post How to Manage the Growing AI Sprawl in Your SaaS Stack appeared first on The New Stack.

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

Ditch Python: 5 JavaScript Libraries for Machine Learning

A library with fancy arches above the book shelves.

Python has long been the dominant language for training and using machine learning models, but that’s changing. “We’re bringing machine

The post Ditch Python: 5 JavaScript Libraries for Machine Learning appeared first on The New Stack.

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

IBM’s Mellea Tackles Open Source AI’s Hidden Weakness

RALEIGH, N.C. — Nathan Fulton remembers the moment he realized open source AI had an infrastructure problem. Senior engineers kept

The post IBM’s Mellea Tackles Open Source AI’s Hidden Weakness appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jinpeng Zhang

2 Fixes Vastly Cut TiKV Write Stalls From SST File Ingestion

Two robot repairmen

TiKV is an open source, distributed and transactional key-value database. Growing applications demand consistent performance, and unexpected write latency spikes,

The post 2 Fixes Vastly Cut TiKV Write Stalls From SST File Ingestion appeared first on The New Stack.

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

How TARmageddon Compromises Rust Security: A Developer’s Guide

, the security company focused on hardened container runtime security for Kubernetes and AI workloads, has uncovered a new, nasty

The post How TARmageddon Compromises Rust Security: A Developer’s Guide appeared first on The New Stack.