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

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Ariel Russo

How To Build Resilient IT Operations in 4 Steps

Automation

If the past few months have taught us anything, it’s that managing digital incidents has become a part of IT’s

The post How To Build Resilient IT Operations in 4 Steps appeared first on The New Stack.

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

How MIT’s Project NANDA Aims To Decentralize AI Agents

puppies under a quilt

2025 has been the year of AI agents, and most of the developer attention so far has been on the

The post How MIT’s Project NANDA Aims To Decentralize AI Agents appeared first on The New Stack.

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

Multipass: Fast, Scriptable Ubuntu VMs for Modern DevOps

Canonical’s Multipass is a versatile tool for launching and managing lightweight Ubuntu virtual machines (VMs) across platforms, including macOS, Windows

The post Multipass: Fast, Scriptable Ubuntu VMs for Modern DevOps appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Virna Sekuj

When To Use Synthetic Monitoring vs. Real User Monitoring

Monitoring contol room

Most web teams start their performance journey with synthetic monitoring. You spin up a Lighthouse test or an uptime checker,

The post When To Use Synthetic Monitoring vs. Real User Monitoring appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Crystal Morin

Securing the Vibe: Reducing the Risk of AI-Generated Code

Vibe coding helps people bring ideas to life quickly. It gives them the courage to create when inspiration strikes, especially

The post Securing the Vibe: Reducing the Risk of AI-Generated Code appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Vicki Walker

Unblock DevEx by Getting Observability Tools Out of Their Way

"DevEx: Getting Observability Tools Out of the Way" featured image. Keyboard with "unblock" on a red key

Software developers’ relationship with their tools is, to say the least, complicated. When tools work well, they fade into the

The post Unblock DevEx by Getting Observability Tools Out of Their Way appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Utpal Bhatt

Why Kubernetes Security Is Critical for GenAI Integrity

Cloud security illustration

As organizations increasingly adopt generative AI, Kubernetes has become the go-to platform to orchestrate these demanding workloads. However, the rise

The post Why Kubernetes Security Is Critical for GenAI Integrity appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Peter White

AI Agents Will Eat Enterprise Software, Just Not in One Bite

The internet is rife with proclamations of the end of software as we know it. The culprit? AI, of course.

The post AI Agents Will Eat Enterprise Software, Just Not in One Bite appeared first on The New Stack.

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

How OpenAI’s AgentKit Embeds ChatGPT Into Any Website

kit

AgentKit is a comprehensive toolkit that allows developers to integrate ChatGPT-powered agents into websites and applications. It was introduced at

The post How OpenAI’s AgentKit Embeds ChatGPT Into Any Website appeared first on The New Stack.