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

Open-source leaders question whether Meta’s Alexandr Wang will truly give away its AI models

Meta will release a selection of its AI models under an open-source license. The models in question come under the

The post Open-source leaders question whether Meta’s Alexandr Wang will truly give away its AI models appeared first on The New Stack.

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

Sam Altman promised billions for AI safety. Here’s what OpenAI actually spent.

Man's silhouette standing in front of a bulletin board

On Monday, The New Yorker published the results of an 18-month investigation into Sam Altman’s fluctuating stance on AI safety

The post Sam Altman promised billions for AI safety. Here’s what OpenAI actually spent. appeared first on The New Stack.

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

Amazon S3 Files gives the world’s biggest object store a file system

Amazon S3 can now be a file system. On Monday, AWS launched a new S3 feature called S3 Files that

The post Amazon S3 Files gives the world’s biggest object store a file system appeared first on The New Stack.

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

Anthropic’s Claude Mythos is real, but it’s not for you

In late March, a misconfiguration in Anthropic’s content management system revealed that the company was working on Claude Mythos, a new

The post Anthropic’s Claude Mythos is real, but it’s not for you appeared first on The New Stack.

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

AWS EKS Auto Mode wants to end Kubernetes toil — one node at a time

At KubeCon + CloudNativeCon Europe 2026 in Amsterdam, Alex Kestner, principal product manager for AWS Elastic Kubernetes Service (EKS), discussed how AWS EKS Auto Mode aims to reduce the operational burden of running Kubernetes at scale

For this edition of The New Stack Makers, we sit down with Alex Kestner, principal product manager at AWS Elastic

The post AWS EKS Auto Mode wants to end Kubernetes toil — one node at a time appeared first on The New Stack.

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

True enterprise sovereignty is more approachable than ever, thanks to K8s-powered cloud-neutral PostgreSQL

3D illustration of a server, monitor displaying a circuit board, and stacked database units connected by cables, representing cloud infrastructure and database architecture

For years, the debate around digital sovereignty focused on infrastructure. Now the spotlight is shifting to a far more valuable

The post True enterprise sovereignty is more approachable than ever, thanks to K8s-powered cloud-neutral PostgreSQL appeared first on The New Stack.

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

Model Flop Utilization is the metric Aria Networks says will define the AI infrastructure era

As the global race to provide AI infrastructure services accelerates, Aria Networks claims it has engineered a “fundamentally different approach”

The post Model Flop Utilization is the metric Aria Networks says will define the AI infrastructure era appeared first on The New Stack.

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

Anthropic’s harness shakeup “just fragments workflows,” developers warn

If AI usage can be said to be in a period of embryonic enlightenment, developer licensing and pricing structures for

The post Anthropic’s harness shakeup “just fragments workflows,” developers warn appeared first on The New Stack.

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

MCP servers turn Claude into a reasoning engine for your data

Illustration of a person sitting on a desk surrounded by tax documents, a calculator, and a clock, looking up at oversized hands operating the calculator — visualizing the concept of building a calculator tool that connects to an AI assistant.

Claude knows virtually everything that’s ever been publicly available on the internet by default. But it knows absolutely nothing about

The post MCP servers turn Claude into a reasoning engine for your data appeared first on The New Stack.

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

MCP maintainers from Anthropic, AWS, Microsoft, and OpenAI lay out enterprise security roadmap at Dev Summit

An interconnected geometric lattice of metal beams and nodes against a blue sky, illustrating how the Model Context Protocol connects AI agents to diverse data sources and applications through a shared, open framework.

In a roundtable panel at the MCP Dev Summit last week in New York, Model Context Protocol (MCP) maintainers from

The post MCP maintainers from Anthropic, AWS, Microsoft, and OpenAI lay out enterprise security roadmap at Dev Summit appeared first on The New Stack.

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

Is observability still an operations problem at your organization?

A minimalist, flat-style illustration of a person working on a computer in a dark room. A desk lamp casts a bright, diagonal beam of blue light across the desk and keyboard, while the computer screen displays glowing data charts and lines of code. The person is seen in silhouette with a soft blue outline, focused on the monitor.

Find out how putting runtime telemetry directly in the hands of developers can help your team debug faster, reduce escalations,

The post Is observability still an operations problem at your organization? appeared first on The New Stack.

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

Cursor’s $2 billion bet: The IDE is now a fallback, not the default

Illustration of a multi-monitor developer workstation displaying code, data visualizations, and agent management interfaces, representing the shift from traditional code editors to AI agent orchestration consoles like Cursor 3

Last week, the AI code editor with the fastest revenue growth in the category shipped a product that is not

The post Cursor’s $2 billion bet: The IDE is now a fallback, not the default appeared first on The New Stack.

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

SUSE Rancher and Vultr want to break AI infrastructure free from the hyperscalers

An illustration of a human head being assembled from building blocks by construction cranes against a sky filled with clouds, representing the construction of AI infrastructure beyond traditional cloud providers.

Organizations looking to scale their AI workloads and infrastructure on Kubernetes were largely limited to expensive hyperscaler options. As DevOps

The post SUSE Rancher and Vultr want to break AI infrastructure free from the hyperscalers appeared first on The New Stack.

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

Vultr says its Nvidia-powered AI infrastructure costs 50% to 90% less than hyperscalers

Illustration of a RAM module being installed into a motherboard slot, representing cloud infrastructure hardware

Vultr is using Nvidia GPUs and AI agents like OpenClaw to automate infrastructure setup for developers — and says the

The post Vultr says its Nvidia-powered AI infrastructure costs 50% to 90% less than hyperscalers appeared first on The New Stack.

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

“I started to lose my ability to code”: developers grapple with the real cost of AI programming tools

An older man with a gray beard wearing a purple blazer types on a laptop computer at a desk.

Maybe it started in February, when programmer and entrepreneur Paul Ford, 51, wrote a guest essay for The New York

The post “I started to lose my ability to code”: developers grapple with the real cost of AI programming tools appeared first on The New Stack.

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

Digital Experience Monitoring belongs in the modern developer workflow

A minimalist blue illustration of a hand reaching down to touch a water surface, creating concentric ripples. Beneath the water, a pixelated and distorted reflection of a hand reaches up to meet the finger, symbolizing the connection between a user's experience and the underlying digital infrastructure.

The frontend is where the user experience happens. More logic runs in the browser. More state lives on the client.

The post Digital Experience Monitoring belongs in the modern developer workflow appeared first on The New Stack.

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

The hidden reason your AI assistant feels so sluggish

An artistic illustration of messy cable management representing the complex database plumbing and bottlenecks in agentic AI applications.

AI workloads are exposing a mismatch in how most teams have built their data platforms. You see it whether you

The post The hidden reason your AI assistant feels so sluggish appeared first on The New Stack.

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

The laptop return that broke a RAG pipeline

An illustration of a backpacker looking out across a vast desert landscape toward a bright blue oasis with palm trees, representing the concept of a mirage or false certainty.

And how to fix it with hybrid search A few months ago, one of our users filed a bug report

The post The laptop return that broke a RAG pipeline appeared first on The New Stack.

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

Anthropic’s rough week: leaked models, exposed source code, and a botched GitHub takedown

Black and white pen drwaing of octopus escaping out of can

Anthropic’s had a rough streak of luck lately.  Last week, Fortune reported on an accidental leak of the AI company’s development of

The post Anthropic’s rough week: leaked models, exposed source code, and a botched GitHub takedown appeared first on The New Stack.

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

Microsoft execs warn agentic AI is hollowing out the junior developer pipeline

Two of Microsoft’s most prominent developers have some words for organizations overly celebrating agentic AI’s productivity gains: You are hollowing

The post Microsoft execs warn agentic AI is hollowing out the junior developer pipeline appeared first on The New Stack.

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

Why pgEdge thinks MCP (not an API) is the right way for AI agents to talk to databases

The Postgres open-source object-relational database system can trace its history back to some three decades, but it’s no artifact. Its

The post Why pgEdge thinks MCP (not an API) is the right way for AI agents to talk to databases appeared first on The New Stack.

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

The TeamPCP attacks are a warning: Your CI/CD pipeline is the new front line

Abstract blue and grey digital painting of a turbulent storm, symbolizing the new front line of software supply chain security and CI/CD pipeline vulnerabilities mentioned in the TeamPCP attack analysis.

We built the modern software supply chain on a flawed assumption: that the systems and dependencies we rely on are

The post The TeamPCP attacks are a warning: Your CI/CD pipeline is the new front line appeared first on The New Stack.

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

Why coding agents will break your CI/CD pipeline (and how to fix it)

Artistic illustration of a person overwhelmed by a tangled mess of black lines, symbolizing the complexity of untangling AI-generated code and the engineering validation bottleneck.

Every engineering leader I speak with lately is quietly asking the exact same question. The conversation has shifted entirely. We

The post Why coding agents will break your CI/CD pipeline (and how to fix it) appeared first on The New Stack.

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

Why Broadcom gave Velero to the CNCF Sandbox — and what it means for Kubernetes data protection

In a podcast recorded at KubeCon + CloudNativeCon Europe 2026, Dilpreet Bindra emphasized that open source success comes not just from code contributions, but also from relinquishing control to empower the broader ecosystem and drive sustainable innovation.

Broadcom has deep roots as one of the leading contributors to CNCF open source as it continues to extend its

The post Why Broadcom gave Velero to the CNCF Sandbox — and what it means for Kubernetes data protection appeared first on The New Stack.

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

OpenClaw vs. Hermes Agent: The race to build AI assistants that never forget

Illustration of a human in a blue suit racing side by side with a robot in a black suit, both sprinting forward against a light blue background

Every developer who has used an AI coding assistant has experienced the same frustration: You spend an afternoon teaching Claude

The post OpenClaw vs. Hermes Agent: The race to build AI assistants that never forget appeared first on The New Stack.

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

There’s a hidden tax on every AI-generated merge request

Artistic illustration of a professional sitting at a laptop inside the bottom of a giant hourglass as sand pours down, symbolizing workflow bottlenecks and the pressure of time-sensitive tasks.

AI coding tools haven’t removed bottlenecks. They’ve moved them to the review queue, putting more pressure on senior engineers. This

The post There’s a hidden tax on every AI-generated merge request appeared first on The New Stack.

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

Moving beyond the “magic scaling sauce” myth

Conceptual art of liquid pouring from bottles, illustrating data throughput and the magic scaling sauce metaphor for backend engineering.

The following is an excerpt from the just-published second edition of Designing Data-Intensive Applications, by Martin Kleppmann and Chris Riccomini.

The post Moving beyond the “magic scaling sauce” myth appeared first on The New Stack.

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

Why programming became the proving ground for AI

Conceptual vector art showing a programmer analyzing bright geometric light beams emerging from a digital cube. The image illustrates software engineering as the perfect laboratory for AI models, highlighting the clear, binary feedback loops in coding.

I’ve always felt that AI found its footing in software engineering first because, frankly, the environment is honest. When you’re

The post Why programming became the proving ground for AI appeared first on The New Stack.

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

The hidden technical debt of agentic engineering

Conceptual art of overgrown vines on a chair representing shadow IT, unmanaged AI agents, and hidden technical debt in enterprise software infrastructure.

Anyone today can build an agent locally with minimal effort. With some LLM calls, a prompt, and a few tool

The post The hidden technical debt of agentic engineering appeared first on The New Stack.

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

How to integrate VS Code with Ollama for local AI assistance

If you’re starting your journey as a programmer and want to jump-start that process, you might be interested in taking

The post How to integrate VS Code with Ollama for local AI assistance appeared first on The New Stack.