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

Why the Model Is the Wrong Starting Point for AI Apps

Evaluation options for choosing five, four, three, two, and one stars are shown. A business man is selecting five stars.

When it comes to choosing models, developers often start with a frontier model, which is another name for a cutting-edge,

The post Why the Model Is the Wrong Starting Point for AI Apps appeared first on The New Stack.

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

AI: DevOps Is Dead. AI at the Edge: Long Live DevOps

New leaves and buds on a branch.

Artificial intelligence is transforming the software delivery life cycle (SDLC). AI is helping to write code, optimize code, review code,

The post AI: DevOps Is Dead. AI at the Edge: Long Live DevOps appeared first on The New Stack.

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

GitOps in the Real World: Barriers and Best Practices

"GitOps in the Real World" featured image

GitOps is critical for ensuring consistency, reliability and auditability in modern infrastructure management. By treating infrastructure changes as code, GitOps

The post GitOps in the Real World: Barriers and Best Practices appeared first on The New Stack.

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

Introduction to Large Language Models (LLMs)

whale

At their core, Large Language Models are advanced AI systems designed to understand, generate, and work with human language in a

The post Introduction to Large Language Models (LLMs) appeared first on The New Stack.

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

A Guide To Migrating From Fluentd To Fluent Bit

Flock of birds flying over a lake at sunset.

Editor’s note: This article is part of a series. Read also, based on excerpts from the Manning book, “Fluent Bit

The post A Guide To Migrating From Fluentd To Fluent Bit appeared first on The New Stack.

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

Cache vs. Database: How Architecture Affects Performance

Server room in a data center

Although caches and databases were created for distinctly different purposes, boundaries are blurring. Databases’ internal caching mechanisms have become increasingly

The post Cache vs. Database: How Architecture Affects Performance appeared first on The New Stack.

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

Kubernetes Surges in Enterprises, But What Can Take It Mainstream?

Kubernetes adoption has experienced explosive growth over the past decade. Ninety-three percent of respondents to the Cloud Native Computing Foundation

The post Kubernetes Surges in Enterprises, But What Can Take It Mainstream? appeared first on The New Stack.

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

What Can We Learn From History’s Most Bizarre Software Bugs?

“I’ve always been fascinated by how much we humans run on autopilot,” Mia Bajić says in an email interview. So

The post What Can We Learn From History’s Most Bizarre Software Bugs? appeared first on The New Stack.

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

The Impact of Regular Training and Timely Security Policy Changes on Dev Teams

As development teams expand to meet growing business demands, maintaining both technical excellence and security becomes increasingly challenging, especially with

The post The Impact of Regular Training and Timely Security Policy Changes on Dev Teams appeared first on The New Stack.

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

Testing OpenAI Codex and Comparing It to Claude Code

abstract image

This has been quite the month for “agentic” products. I had a good experience with Claude Code in one post

The post Testing OpenAI Codex and Comparing It to Claude Code appeared first on The New Stack.

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

KubeCon Is Starting To Sound a Lot Like VMCon

For much of the past decade, “cloud native” has been synonymous with the rise of containers, and, by extension, the

The post KubeCon Is Starting To Sound a Lot Like VMCon appeared first on The New Stack.

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

Linux Desktop: What Makes KDE Plasma So Appealing?

If you’ve done any reading or searching about Linux, then you’ve probably run across plenty on the different desktops that

The post Linux Desktop: What Makes KDE Plasma So Appealing? appeared first on The New Stack.

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

Do Frontend Frameworks Still Matter? A Thread

Dev News logo

Do frameworks matter anymore? Aaron Boodman thinks they’ve gone about as far as they’re going to go, according to a

The post Do Frontend Frameworks Still Matter? A Thread appeared first on The New Stack.

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

Welcome to The New Stack Agents, a Weekly Livestream on AI

Executive Director of the PyTorch Foundation Matt White discussed the rapid evolution of the PyTorch ecosystem and the introduction of the OpenMDW license—an open source license specifically tailored for AI models.

Open source AI is a fast-growing community and the PyTorch Foundation, not even three years old yet, is emerging as

The post Welcome to The New Stack Agents, a Weekly Livestream on AI appeared first on The New Stack.

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

The Complicated Reality of AI Implementation in Engineering Teams

I’ve spent most of my career believing that technical sophistication was the key to solving complex problems. As an AI

The post The Complicated Reality of AI Implementation in Engineering Teams appeared first on The New Stack.

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

How To Set up MacOS as a Development Machine

It should come as no surprise that more and more developers are adopting macOS devices as development machines. On top

The post How To Set up MacOS as a Development Machine appeared first on The New Stack.

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

The 50-Year Story of the Rise, Fall, and Rebirth of Neural Networks

In the last century, highly sophisticated work in factories was automated through advances in robotics, computing and work simplification. This

The post The 50-Year Story of the Rise, Fall, and Rebirth of Neural Networks appeared first on The New Stack.

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

How To Run Kubernetes Commands in Go: Steps and Best Practices 

Key takeaways: You can run Kubernetes commands in Go using the client-go library or by executing raw kubectl commands with

The post How To Run Kubernetes Commands in Go: Steps and Best Practices  appeared first on The New Stack.

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

Missing Piece of Your Platform Engineering Rollout: Onboarding

Train

This is the third in a three-part series. Read also: Accelerating Developer Velocity With Effective Platform Teams How To Create

The post Missing Piece of Your Platform Engineering Rollout: Onboarding appeared first on The New Stack.

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

Inside the vLLM Inference Server: From Prompt to Response

In the previous part of this series, I introduced the architecture of vLLM and how it is optimized for serving

The post Inside the vLLM Inference Server: From Prompt to Response appeared first on The New Stack.

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

Creatio Bakes AI Into No-Code Platform ‘Kernel’

Creatio, a provider of an AI-native platform to automate customer relationship management (CRM) and workflows with no code, has launched

The post Creatio Bakes AI Into No-Code Platform ‘Kernel’ appeared first on The New Stack.

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

The Growing Importance of Platform Teams in the Age of AI

Platform teams have emerged as a crucial component in modern software development, bridging the gap between development and operations, streamlining

The post The Growing Importance of Platform Teams in the Age of AI appeared first on The New Stack.

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

Inside Java’s Language Renaissance

Illustration with the word “Java” in brass overlaid on a wooden background.

“Java is old, boring and enterprise-y!” That’s what my co-founder Travis Reeder shouted over the wind as we boated and

The post Inside Java’s Language Renaissance appeared first on The New Stack.

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

The Great Data Reimagination: From Static to Agile in the AI Era

"The Great Data Reimagination: From Static to Agile in the AI Era" featured image

Just five years ago, choosing the right kind of database to support their applications presented complexity for many developers: relational

The post The Great Data Reimagination: From Static to Agile in the AI Era appeared first on The New Stack.

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

What’s Driving Fluent Bit Adoption?

A hummingbird in flight feeding from a bright red flower.

Editor’s note: This article is an excerpt from Chapter 1 of the Manning book, “Fluent Bit with Kubernetes.” Read also:

The post What’s Driving Fluent Bit Adoption? appeared first on The New Stack.

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

Frontend AI: Vercel Abstracts Model Chaos in One Interface

Vercel Ship 2025

A new offering by Vercel allows developers to experiment with different AI models through a single interface, without managing multiple

The post Frontend AI: Vercel Abstracts Model Chaos in One Interface appeared first on The New Stack.

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

How Frontier Firms Are Revolutionizing DevOps With AI Agents

robot

Imagine a workplace where you’re not toggling between tabs, copy-pasting updates, or waiting on Slack pings. Instead, you direct a

The post How Frontier Firms Are Revolutionizing DevOps With AI Agents appeared first on The New Stack.

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

Grafana’s CTO on the State of the Observability Market 

SEATTLE — Observability continues to see a trend of a number of new players entering the market, while in-use adopters

The post Grafana’s CTO on the State of the Observability Market  appeared first on The New Stack.

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

Infrastructure as Code Is Suffering From Self-Inflicted Complexity

Firefly webinar promo 2 featured image

It’s been 20 years since Puppet planted the seeds of today’s Infrastructure as Code (IaC), and it hasn’t gotten any

The post Infrastructure as Code Is Suffering From Self-Inflicted Complexity appeared first on The New Stack.

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

Turning AI Experiments Into Enterprise Impact: Lessons Learned

"Turning AI Experiments Into Enterprise Impact: Lessons Learned" featured image

As the infrastructure and cost barriers around enterprise AI fall away, software developers, engineers, architects and other builders are running

The post Turning AI Experiments Into Enterprise Impact: Lessons Learned appeared first on The New Stack.