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

Ignore Prior Instructions: AI Still Befuddled by Basic Reasoning

A fact is a fact is a fact. But for a large language model (LLM), a fact is what someone

The post Ignore Prior Instructions: AI Still Befuddled by Basic Reasoning appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Minav Suresh Patel

A Guide to Token-Efficient Data Prep for LLM Workloads

Closeup of a slot for tokens in a machine with nearby text "Token refund button."

As organizations scale Retrieval-Augmented Generation (RAG) architectures and agent-driven AI systems into production, a critical performance issue is emerging: Poor

The post A Guide to Token-Efficient Data Prep for LLM Workloads appeared first on The New Stack.

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

React Server Components Vulnerability Found

Dev News logo

A security vulnerability in React related to React Server Components was identified over the holiday weekend. On Nov. 29, Lachlan

The post React Server Components Vulnerability Found appeared first on The New Stack.

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

Iterate.ai Launches AgentOne for Enterprise AI Code Security

Iterate.ai is launching the GA release of AgentOne, an autonomous coding assistant that bakes security validation directly into AI code

The post Iterate.ai Launches AgentOne for Enterprise AI Code Security appeared first on The New Stack.

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

How Capital One Cut Tracing Data by 70% With OpenTelemetry

Banner for Observability Day at KubeCon North America 2025 in Atlanta.

Organizations absolutely need to squeeze as much value out of their telemetry as they possibly can, for a number of

The post How Capital One Cut Tracing Data by 70% With OpenTelemetry appeared first on The New Stack.

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

Trae IDE Auto-Installs Python Libraries as You Code

You’ve heard all about AI and IDEs. At this point, they are a dime a dozen, and many of them

The post Trae IDE Auto-Installs Python Libraries as You Code appeared first on The New Stack.

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

How etcd Solved Its Knowledge Drain With Deterministic Testing

At KubeCon Atlanta, lead maintainer of the etcd project Marek Siarkowicz explained that as longtime contributors left, crucial expertise about testing procedures and correctness guarantees disappeared

The loss of institutional knowledge when people leave an organization can be tough. When longtime maintainers leave an open source

The post How etcd Solved Its Knowledge Drain With Deterministic Testing appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Kateryna Korotieieva

The Platform PM: Building an Ecosystem, Not Just a Product

Some products solve a single problem. Others — known as platforms — quietly build the scaffolding for entire industries. Yet

The post The Platform PM: Building an Ecosystem, Not Just a Product appeared first on The New Stack.

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

JetBrains CEO on How Developers Become Leaders

JetBrains CEO Kirill Skrygan is shown outside against a skyline.

JetBrains CEO Kirill Skrygan, 38, was all in on tennis — he played and was one of the best in

The post JetBrains CEO on How Developers Become Leaders appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Yair Allouche

AI Can Deliver Deployment-Aware Risk Analysis for Kubernetes

For Kubernetes platform engineers or DevSecOps leads, the experience is all too familiar: You open your security dashboard and are

The post AI Can Deliver Deployment-Aware Risk Analysis for Kubernetes appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Angie Jones

AI Agents Are Morphing Into the ‘Enterprise Operating System’

Two geese flying over water.

Most of the conversation around AI agents today revolves around bots writing code. This didn’t come out of nowhere; Software

The post AI Agents Are Morphing Into the ‘Enterprise Operating System’ appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Zafar Abbas

DevOps Is Still Waiting for Its Cursor Moment

Hourglass

It’s 2:47 am. Your phone is buzzing. Production alerts. The checkout service is throwing 5xx errors and customers are abandoning

The post DevOps Is Still Waiting for Its Cursor Moment appeared first on The New Stack.

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

With Graviton5, AWS Promises a 25% Performance Boost

The AWS logo in the Sands Convention Center.

LAS VEGAS — At its annual re:Invent conference, today launched the latest version of its Arm-based Graviton chips. The company

The post With Graviton5, AWS Promises a 25% Performance Boost appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• John Crowley

KubeCon Survey: How Platform Teams Are Adopting AI and IDPs

Red train pulling through station with platforms on each side.

Platform engineering continues to be central to the success of software organizations. During KubeCon in November, we surveyed 219 platform

The post KubeCon Survey: How Platform Teams Are Adopting AI and IDPs appeared first on The New Stack.

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

Stop Blaming React for Your State Management Hangover

hungover

Every time a React app misbehaves, the first tweet is some variation of “React sucks.” No, it isn’t (okay, who

The post Stop Blaming React for Your State Management Hangover appeared first on The New Stack.

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

KubeVirt’s Architecture: CRDs, Controllers and Daemons

"KubeVirt’s Architecture: CRDs, Controllers and Daemons" featured image

This is an excerpt from Chapter 3 of “Running Virtual Machines on Kubernetes: A Practical Roadmap for Enterprise Migrations,” a

The post KubeVirt’s Architecture: CRDs, Controllers and Daemons appeared first on The New Stack.

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

Your CI/CD Pipeline Is Not Ready To Ship AI Agents

A rusty boat pulled up on shore.

Let’s be honest with ourselves for a minute. If you look past the hype cycles, the viral Twitter demos and

The post Your CI/CD Pipeline Is Not Ready To Ship AI Agents appeared first on The New Stack.

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

Mooncake Brings Databricks Rich Transactional Processing

All those AI Agents will that will soon be swarming about will need fresh data, which is causing the data

The post Mooncake Brings Databricks Rich Transactional Processing appeared first on The New Stack.

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

What Adobe’s New AI Assistant Can Teach Frontend Developers

An icon of a person in a wheelchair is seen on a parking spot.

It’s tempting to see web and application accessibility as altruistic rather than profitable. But that’s not true, contends Navya Agarwal,

The post What Adobe’s New AI Assistant Can Teach Frontend Developers appeared first on The New Stack.

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

Welcome to AI’s Messy Middle: Where 36x Gains Require Distinguished Engineers

The entrance of Circus Circus in Las Vegas.

LAS VEGAS — CEO Matt Garman had a story to tell about Kiro, its new agentic IDE, in his keynote

The post Welcome to AI’s Messy Middle: Where 36x Gains Require Distinguished Engineers appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Zziwa Raymond Ian

Combining Rust and Python for High-Performance AI Systems

A padlock and chain close two sides of a rusty gate.

Python powers most AI and machine learning (ML). With its rich ecosystem — from TensorFlow and PyTorch to scikit-learn and

The post Combining Rust and Python for High-Performance AI Systems appeared first on The New Stack.

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

AWS Makes It Easier To Customize AI Models in Bedrock and SageMaker Without a Ph.D.

the AWS re:invent logo for the 2025 event.

LAS VEGAS — Yesterday, AWS announced Nova Forge, a new way for enterprises to customize ‘s family of Nova large

The post AWS Makes It Easier To Customize AI Models in Bedrock and SageMaker Without a Ph.D. appeared first on The New Stack.

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

How To Build AI Agents 3 Ways With Google ADK

3 cubes

‘s Agent Development Kit (ADK) has rapidly become a foundational framework for building AI agents. Introduced at Google Cloud NEXT

The post How To Build AI Agents 3 Ways With Google ADK appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Mike Shi

When To Log, and When To Shut Up

File labeled "Log."

Let’s be honest: Most logs are just noise. [INFO] Starting process … probably. [DEBUG] Made it to line 42 —

The post When To Log, and When To Shut Up appeared first on The New Stack.

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

Helm 4: What’s New in the Open Source Kubernetes Package Manager?

Matt Farina, SUSE and Matt Butcher, Fermyon Technologies spoke about Helm — originally a hackathon project called Kate’s Place which turned 10 in 2025 at KubeCon Atlanta.

Ever been to Kate’s Place? Most likely, you have. You just know it by a different name: Helm. Helm, an

The post Helm 4: What’s New in the Open Source Kubernetes Package Manager? appeared first on The New Stack.

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

What DocumentDB Means for Open Source

There are at least three reasons why the open source community is paying attention to DocumentDB. The first is that

The post What DocumentDB Means for Open Source appeared first on The New Stack.

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

Stack Overflow Puts Community First in New AI Search Tool

Stack Overflow has announced the general availability of AI Assist, a conversational AI search tool that prioritizes human-verified community knowledge

The post Stack Overflow Puts Community First in New AI Search Tool appeared first on The New Stack.

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

The Conversational AI Revolution Is Struggling. Here’s How To Fix It

Two robots with thought bubbles.

If 89% of business leaders think their customers are satisfied with their conversational AI experiences, while only 59% of consumers

The post The Conversational AI Revolution Is Struggling. Here’s How To Fix It appeared first on The New Stack.

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

With Nova Forge, AWS Makes Building Custom AI Models Easy

Las Vegas — At this annual re:Invent conference, AWS today launched new versions of its Nova models that are comparable

The post With Nova Forge, AWS Makes Building Custom AI Models Easy appeared first on The New Stack.

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

AWS Frontier Agents Handle Code, Security, Ops Without You

has launched three AI agents designed to work autonomously across the software development lifecycle. This move marks a shift from

The post AWS Frontier Agents Handle Code, Security, Ops Without You appeared first on The New Stack.