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

Zymtrace Launches End-to-End GPU and CPU Observability

Man looking out at cityscape. Overlay of globe.

While detailed instrumentation of CPUs has been available for some time, GPUs are still commonly treated as black boxes. Zymtrace,

The post Zymtrace Launches End-to-End GPU and CPU Observability appeared first on The New Stack.

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

Dream 7B: A Powerful and Open Diffusion Language Model

diffusion

The last few years have shown that large language models (LLMs) have impressive capabilities in analyzing, understanding and generating text

The post Dream 7B: A Powerful and Open Diffusion Language Model appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Anais Dotis-Georgiou

The Power of TIG Stack: Mastering Time Series Data Management

A series of clock faces

In today’s data-driven world, time series information flows constantly from countless sources: Internet of Things (IoT) devices, system metrics, financial

The post The Power of TIG Stack: Mastering Time Series Data Management appeared first on The New Stack.

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

OpenAI’s Sam Altman: AI Is Now Ready for the Enterprise

“Just do it,” is the advice of Sam Altman for enterprise leaders wondering how to get their organizations started down

The post OpenAI’s Sam Altman: AI Is Now Ready for the Enterprise appeared first on The New Stack.

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

Why 90% of Microservices Still Ship Like Monoliths

Turquoise pottery

The promise of microservices is tantalizing — independent deployments, team autonomy and rapid releases. Yet after working with hundreds of

The post Why 90% of Microservices Still Ship Like Monoliths appeared first on The New Stack.

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

Future-Proofing AI: Repeating Mistakes or Learning From the Past?

"Future-Proofing AI: Repeating Mistakes or Learning from the Past?" featured image

In the heart of Silicon Valley, tech titans are unleashing an unprecedented $320 billion AI infrastructure spending spree for 2025

The post Future-Proofing AI: Repeating Mistakes or Learning From the Past? appeared first on The New Stack.

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

Veris AI Is a Training Gym for AI Agents

While talk about AI agents is seemingly everywhere, seeing them in production is actually still relatively rare. In part, that’s

The post Veris AI Is a Training Gym for AI Agents appeared first on The New Stack.

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

Snowflake Streamlines Data Analysis for Enterprise AI

No longer is data just a concern to accountants. Now, with AI, data promises to transform how every department in

The post Snowflake Streamlines Data Analysis for Enterprise AI appeared first on The New Stack.

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

Kubernetes vs. Docker Compose: Which Orchestration Tool Should You Choose?

Kubernetes vs. Docker Compose: Docker Compose is great for local development and small apps. It’s easy to set up and

The post Kubernetes vs. Docker Compose: Which Orchestration Tool Should You Choose? appeared first on The New Stack.

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

What Is Output Formatting in Python and How Do You Do It?

Output formatting is all about controlling how data or information, generated by a program, is displayed or outputted. With well-thought-out

The post What Is Output Formatting in Python and How Do You Do It? appeared first on The New Stack.

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

Why Streaming Is the Power Grid for AI-Native Data Platforms

"Why Streaming is the Power Grid for AI-Native Data Platforms" featured image

AI is transforming every business, and every organization is trying to figure out how they can benefit from or enable

The post Why Streaming Is the Power Grid for AI-Native Data Platforms appeared first on The New Stack.

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

Optimizing AI Infrastructure: 5 Takeaways from Jensen Huang’s GTC 2025 Keynote

NVIDIA chip on illuminated circuit board

Artificial intelligence development is accelerating. That was the resounding message from Jensen Huang’s GTC 2025 keynote, where NVIDIA’s CEO detailed

The post Optimizing AI Infrastructure: 5 Takeaways from Jensen Huang’s GTC 2025 Keynote appeared first on The New Stack.

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

How To Fill the Open Source Cracks in Your Container Foundation

Server room illustration with programming data in the foreground.

Containers fueled by open source software have become the de facto way for software development teams to package and deploy

The post How To Fill the Open Source Cracks in Your Container Foundation appeared first on The New Stack.

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

Bridging the Gap Between Monitoring and Incident Resolution

Incident management concept.

The complexity of modern software architectures has evolved far beyond what traditional monitoring tools were designed to handle. Engineering teams

The post Bridging the Gap Between Monitoring and Incident Resolution appeared first on The New Stack.

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

Enterprise AI Success Demands Real-Time Data Platforms

Hand holding up a laptop computer with image of cloud network.

As we mark another National Cloud Database Day, it’s clear that modern data platforms have undergone a fundamental transformation. What

The post Enterprise AI Success Demands Real-Time Data Platforms appeared first on The New Stack.

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

WizOS: A New Enterprise Linux Built on Alpine’s Secure Foundation

The cloud security company, Wiz, is now in the Linux distribution business with its release of WizOS. This is a hardened

The post WizOS: A New Enterprise Linux Built on Alpine’s Secure Foundation appeared first on The New Stack.

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

Duolingo Grapples With Its ‘AI-First’ Promise Before Angry Social Mob

“Yup, that’s me. You’re probably wondering how I ended up in this situation.” That’s what Duolingo CEO Luis von Ahn

The post Duolingo Grapples With Its ‘AI-First’ Promise Before Angry Social Mob appeared first on The New Stack.

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

Scratch That Itch for Young Developers

Because Scratch is mainly oriented toward young people, it is particularly interesting to educators and parents who want to introduce

The post Scratch That Itch for Young Developers appeared first on The New Stack.

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

Docker’s Best-Kept Secret: How Observability Saves Developers’ Sanity

As software systems become increasingly complex and distributed, developers and operations teams face a daunting challenge in understanding application behavior

The post Docker’s Best-Kept Secret: How Observability Saves Developers’ Sanity appeared first on The New Stack.

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

Microsoft Targets AI ‘Holy Grail’ With Windows ML 2.0

Windows old-timers may remember PC gaming in the ’80s and ’90s. Games wouldn’t load in MS-DOS without something as rudimentary

The post Microsoft Targets AI ‘Holy Grail’ With Windows ML 2.0 appeared first on The New Stack.

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

Claude Opus 4 With Claude Code: A Developer Walkthrough

keyboard abstract

Claude Opus 4 has already grabbed quite a bit of attention in the short time it has been public, and

The post Claude Opus 4 With Claude Code: A Developer Walkthrough appeared first on The New Stack.

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

OpenSUSE Tumbleweed: A Powerhouse, Rock-Solid Linux Desktop Distro

Although I’ve never used openSUSE as my Linux distribution of choice, I’ve always held it in very high regard. This

The post OpenSUSE Tumbleweed: A Powerhouse, Rock-Solid Linux Desktop Distro appeared first on The New Stack.

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

TanStack Adds Database, WordPress Creates AI Team

Dev News logo

TanStack now offers a database — or at least the early alpha release of one. TanStack is the creation of

The post TanStack Adds Database, WordPress Creates AI Team appeared first on The New Stack.

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

Google Study: 65% of Developer Time Wasted Without Platforms

For more than a decade, tens of thousands of software engineers have been creating and streamlining their innovative work using

The post Google Study: 65% of Developer Time Wasted Without Platforms appeared first on The New Stack.

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

What HAL 9000 Teaches Us About AI-Driven Authorization

HAL 9000, the AI from the movie "2001: a Space Odyssey."

In the famous scene from Stanley Kubrick’s “2001: A Space Odyssey,” astronaut Dave Bowman orders HAL 9000, the sentient AI

The post What HAL 9000 Teaches Us About AI-Driven Authorization appeared first on The New Stack.

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

Can OpenSearch Shut Down Those Bad Vector Search Results? 

RAG (retrieval-augmented generation) searches have been shown to offer impressive query results. At the same time, however, there is also

The post Can OpenSearch Shut Down Those Bad Vector Search Results?  appeared first on The New Stack.

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

Fluent Bit, a Specialized Event Capture and Distribution Tool

Fluent Bit logo

Editor’s note: This article is an excerpt from the Manning MEAP (Manning Early Access Program) book, “Effective Platform Engineering.” In

The post Fluent Bit, a Specialized Event Capture and Distribution Tool appeared first on The New Stack.

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

Top 4 Observability Risks

Jigsaw puzzle with the sides together in blue, but the middle pieces are missing.

Discarding or sampling data is like throwing out 500 pieces of a 1,000-piece puzzle. You can get an idea of

The post Top 4 Observability Risks appeared first on The New Stack.

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

AI Agents Let Developers Kiss These 4 Chores Goodbye

A dog sits on a bed. with a laptop open to code: Man's best programming buddy before AI?

The developer focus on AI has been very tactical, the CEO of All Hands AI, Robert Brennan, told developers at

The post AI Agents Let Developers Kiss These 4 Chores Goodbye appeared first on The New Stack.

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

Red Hat Goes All in on AI-Powered Lightspeed System Admin Tools 

launched a new generation of AI-driven system administration tools last week at its annual Red Hat Summit. The enhancements are

The post Red Hat Goes All in on AI-Powered Lightspeed System Admin Tools  appeared first on The New Stack.