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

Unify the Data Stack for AI With Incremental Cloud Migrations

Hiker crossing a river on stones.

Even as AI offloads repetitive tasks and accelerates learning and productivity, you hear more anecdotes every day about AI systems

The post Unify the Data Stack for AI With Incremental Cloud Migrations appeared first on The New Stack.

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

Why Most APIs Fail in AI Systems and How To Fix It

Over the past few years, I’ve reviewed thousands of APIs across startups, enterprises and global platforms. Almost all shipped OpenAPI

The post Why Most APIs Fail in AI Systems and How To Fix It appeared first on The New Stack.

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

3 Ways Enterprises Can Scale AI Gains in 2026

Colorful gears with a man in the background.

Most organizations are ending 2025 with tangible AI wins. Developers are shipping code faster, costs are down and leadership is

The post 3 Ways Enterprises Can Scale AI Gains in 2026 appeared first on The New Stack.

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

Autonomous, Resilient Workflows: How Close Are They to Reality?

"Autonomous, Resilient Workflows: How Close Are They to Mainstream?" featured image. Illustration of an elephant standing on an egg

As enterprises push deeper into AI-driven automation, the conversation is moving from simple task automation to truly autonomous, resilient workflows.

The post Autonomous, Resilient Workflows: How Close Are They to Reality? appeared first on The New Stack.

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

Human Cognition Can’t Keep Up With Modern Networks. What’s Next?

. According to IBM’s Sanil Nambiar, AI depends on consistent hybrid cloud runtimes (Red Hat), programmable and automated infrastructure (HashiCorp), and real-time, trustworthy data (Confluent).

IBM, the venerable tech company, has been on an acquisition binge in the last few years, buying and , and

The post Human Cognition Can’t Keep Up With Modern Networks. What’s Next? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Felipe Cardeneti Mendes

Lessons Learned From Real-World NoSQL Database Migrations

A flock of birds against an orange sky.

In “Battle-Tested Tips for a Better NoSQL Migration,” I shared my top strategies for planning, executing and de-risking a NoSQL

The post Lessons Learned From Real-World NoSQL Database Migrations appeared first on The New Stack.

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

From Guesswork to Guardrails: Kubernetes Container Rightsizing

Russian nesting dolls lined up from smallest to largest.

In a Kubernetes cluster, CPU and memory requests are both a cost dial and a reliability dial. They’re how you

The post From Guesswork to Guardrails: Kubernetes Container Rightsizing appeared first on The New Stack.

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

Operations Shift: Assistants to Autonomous Multiagent Systems

People using laptops to interact with AI

AI assistants have become table stakes across modern enterprise operations. Drafting emails, summarizing interactions and surfacing next-best actions are no

The post Operations Shift: Assistants to Autonomous Multiagent Systems appeared first on The New Stack.

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

Forget Predictions: Tech Leaders’ Actual 2026 Resolutions

2026 with glittering lights in the background

People have strong feelings about New Year’s resolutions. I know people who spend their entire December reflecting and then in

The post Forget Predictions: Tech Leaders’ Actual 2026 Resolutions appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Camille Crowell-Lee

Is Your AI Assistant Creating a Recursive Security Loop?

People on a roller coaster.

A recent survey by JetBrains of more than 23,000 developers found that nearly half (49%) now use AI regularly for

The post Is Your AI Assistant Creating a Recursive Security Loop? appeared first on The New Stack.

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

Fewer Wires, More Qubits: D-Wave Tackles Quantum Computing’s Cable Problem

Quantum computing pioneer D-Wave today announced an industry breakthrough in its approach to building and controlling its upcoming gate model

The post Fewer Wires, More Qubits: D-Wave Tackles Quantum Computing’s Cable Problem appeared first on The New Stack.

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

What It Takes To Scale AI Agents in Production

Agentic AI images

With the release of “reasoning” models capable of multistep, test-time compute, the intelligence required to solve complex problems is accessible

The post What It Takes To Scale AI Agents in Production appeared first on The New Stack.

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

From Pets to Cattle: The New Mindset for Managing VMs

This is an excerpt from Chapter 4 of “Running Virtual Machines on Kubernetes: A Practical Roadmap for Enterprise Migrations,” a

The post From Pets to Cattle: The New Mindset for Managing VMs appeared first on The New Stack.

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

Serverless Cloud Architecture Is Failing Modern AI Agents

Collage of data center images.

For nearly a decade, cloud architecture has been shaped by a simple rule: Keep everything stateless. AWS Lambda and other

The post Serverless Cloud Architecture Is Failing Modern AI Agents appeared first on The New Stack.

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

The Hidden Engineering Cost of ‘AI Everywhere’ Product Roadmaps

lightbulb upside down

AI has quietly shifted from a differentiator to a default expectation. Product roadmaps now arrive with “AI-powered” stamped on nearly

The post The Hidden Engineering Cost of ‘AI Everywhere’ Product Roadmaps appeared first on The New Stack.

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

Bryan Cantrill: How Kubernetes Broke the AWS Cloud Monopoly

Did Kubernetes break up cloud party? As the co-founder and CTO of cloud native hardware company Oxide Computing Company, Bryan

The post Bryan Cantrill: How Kubernetes Broke the AWS Cloud Monopoly appeared first on The New Stack.

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

Red Hat Customizes RHEL for Nvidia’s Vera Rubin AI Platform

Building on continual partnership work with the chip company, has pledged to offer “Day 0” support for Nvidia’s newly-announced Vera

The post Red Hat Customizes RHEL for Nvidia’s Vera Rubin AI Platform appeared first on The New Stack.

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

Data in 2026: Interchangeable Models, Clouds, and Specialization

Current attempts to centralize the increasingly fragmented data ecosystem — which is distributed across vendors, infrastructure, architectures, and tooling —

The post Data in 2026: Interchangeable Models, Clouds, and Specialization appeared first on The New Stack.

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

Why Cloud Optimization Is an Engineering Problem

"Why Cloud Optimization Is an Engineering Problem" featured image

You know the drill: Each month your organization’s cloud bill comes in, higher than the month before, despite all your

The post Why Cloud Optimization Is an Engineering Problem appeared first on The New Stack.

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

WASI 1.0: You Won’t Know When WebAssembly Is Everywhere in 2026

WebAssembly made huge strides with the release of Wasm 3.0 and the component model. However, the last lap in the

The post WASI 1.0: You Won’t Know When WebAssembly Is Everywhere in 2026 appeared first on The New Stack.

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

The Next Era of AI: From Single User to Team Collaboration

An avatar joins a business meeting.

Most interactions today follow a familiar pattern: You open a chat interface, describe your problem and wait for a response.

The post The Next Era of AI: From Single User to Team Collaboration appeared first on The New Stack.

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

Nick Lucchesi Takes Helm at The New Stack

Happy first Monday of 2026 to The New Stack (TNS) readers! It is with great pleasure that I introduce you

The post Nick Lucchesi Takes Helm at The New Stack appeared first on The New Stack.

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

Why Your Dashboards Are Obsolete in the Age of AI

Smart robot arm systems for innovative warehouse

Walk into an Amazon distribution center right now and you can feel the future humming. Thousands of robots glide across

The post Why Your Dashboards Are Obsolete in the Age of AI appeared first on The New Stack.

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

Why So Many AI Pilots Fail and How To Beat the Odds

"Why So Many AI Pilots Fail and How to Beat the Odds" featured image. Illustration of a confused robot

In mid-2025, a widely publicized report claimed that almost all AI pilots fail. While there’s been some debate around the

The post Why So Many AI Pilots Fail and How To Beat the Odds appeared first on The New Stack.

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

Tech Hiring in 2026: The Rise of the Specialist

I once worked with a boss who would refer to hiring job candidates as “getting married.” Are we ready to

The post Tech Hiring in 2026: The Rise of the Specialist appeared first on The New Stack.

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

Kepler: OpenAI’s Internal Agent Platform for Synthesizing Data

For OpenAI employees, asking a question even as seemingly simple as how many ChatGPT Pro users it has in one

The post Kepler: OpenAI’s Internal Agent Platform for Synthesizing Data appeared first on The New Stack.

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

Why APIs Are the Missing Link for Truly Autonomous AI Agents

Collage of business images and a robot.

Recent breakthroughs in AI have caught the eyes of executives who are eager to realize new efficiencies through automation. Though

The post Why APIs Are the Missing Link for Truly Autonomous AI Agents appeared first on The New Stack.

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

OpenMediaVault, a Linux-Based Solution for Building a NAS

Network Attached Storage (NAS) options are everywhere, and you can pay a pretty penny for a solution. Attached to a

The post OpenMediaVault, a Linux-Based Solution for Building a NAS appeared first on The New Stack.

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

Linus Torvalds Gets Candid About Windows, Workflows, and AI

Linux creator Linus Torvalds made a different kind of appearance recently, on a YouTube show hosted by Canadian tech enthusiast

The post Linus Torvalds Gets Candid About Windows, Workflows, and AI appeared first on The New Stack.

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

Is Agentic Metadata the Next Infrastructure Layer?

Scrabble tiles that spell out the word "metadata."

AI agent development is booming. Ninety percent of enterprises are actively adopting AI agents, according to , and Gartner predicts

The post Is Agentic Metadata the Next Infrastructure Layer? appeared first on The New Stack.