
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
• Loraine Lawson

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
• Dormain Drewitz

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
• Jessica Brunner

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.

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
• Anurag Gupta

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
• Felipe Cardeneti Mendes

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
• Ratan Tipirneni

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
• David Cassel

“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
• Ainsley Lawrence

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
• David Eastman

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
• Dan Finneran

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.

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
• Loraine Lawson

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
• Heather Joslyn

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
• Tyler Phillips

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.

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
• Jamie Dobson

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.

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.

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
• Janakiram MSV

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
• Darryl K. Taft

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
• Maryna Rybalko

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
• Chad Arimura

“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
• Karin Lauria

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
• Phil Wilkins

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
• Loraine Lawson

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
• Alexander T. Williams

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
• B. Cameron Gain

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
• Vicki Walker

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
• Vicki Walker

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.