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

SLMs vs. LLMs: Why Smaller AI Models Win in Business

Big dog and small dog at park.

Enterprise AI inherited the consumer model of AI, but it’s the wrong one for most business-to-business (B2B) problems. In the

The post SLMs vs. LLMs: Why Smaller AI Models Win in Business appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jakob Freund

Orchestration: The Key to Integrating AI with Legacy Systems

An orchestra conductor illustration.

In today’s enterprise landscape, AI may dominate the conversation, but legacy systems still underpin mission-critical operations for many — if

The post Orchestration: The Key to Integrating AI with Legacy Systems appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Nicole Seah

Memory for AI Agents: A New Paradigm of Context Engineering

A collection of old photographs.

For today’s AI agents, memory is a moat. Every conversation counts, but traditional large language models (LLMs) are stateless —

The post Memory for AI Agents: A New Paradigm of Context Engineering appeared first on The New Stack.

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

CNCF Dragonfly Speeds Container, Model Sharing with P2P

The Dragonfly project, an open source peer-to-peer image and file distribution system, has graduated from the ‘s program for incubating

The post CNCF Dragonfly Speeds Container, Model Sharing with P2P appeared first on The New Stack.

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

Nvidia DGX Spark: The New Stack Developer’s Guide

The ability to run large AI models locally defines the next frontier of developer productivity. Without desktop-class AI compute, data

The post Nvidia DGX Spark: The New Stack Developer’s Guide appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Kavi Daula

The New Threats: Attackers Don’t Just Break In, They Blend In

Wolf blending into a herd of sheep.

These days, malicious actors succeed not by breaking systems, but by blending into them. Increasingly, the intruder looks like a

The post The New Threats: Attackers Don’t Just Break In, They Blend In appeared first on The New Stack.

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

Start Small and Go Big With Open Source Gonzo for Observability

Logs are essentially a language, and if you throw the right information into a large language model (LLM), it can

The post Start Small and Go Big With Open Source Gonzo for Observability appeared first on The New Stack.

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

Solving the Problems That Accompany API Sprawl With AI

According to IBM’s Neeraj Nargund, APIs power the core business processes enterprises want to scale, making automated discovery, observability, and governance essential—especially when thousands of APIs exist across teams and environments.

API sprawl hides both security dangers and missed opportunities. If an organization has more APIs than it can easily keep

The post Solving the Problems That Accompany API Sprawl With AI appeared first on The New Stack.

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

ScyllaDB’s New Cloud Challenges DynamoDB Cost, Performance

High-performance database system provider has launched a new database cloud service that promises to rival the performance of ‘ DynamoDB

The post ScyllaDB’s New Cloud Challenges DynamoDB Cost, Performance appeared first on The New Stack.

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

Level 3 AI Collaboration: The Sweet Spot for Developers

"Level 3 AI Collaboration: The Sweet Spot for Developers" featured image. Colorful donuts and cookies

This is an excerpt from Chapter 5 of “AI for the Enterprise: The Playbook for Developing and Scaling Your AI

The post Level 3 AI Collaboration: The Sweet Spot for Developers appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Richard MacManus

StyleX vs. Tailwind: Meta’s Take on CSS-in-JS Maintainability

Two stylish people posing

Tailwind has been in the news lately, as it struggles to keep its doors open in the AI era. But

The post StyleX vs. Tailwind: Meta’s Take on CSS-in-JS Maintainability appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Nishant Ghan

Lessons from 2 Years of Integrating AI into Development Workflows

Person working through a flow of projects.

Two years ago, I started experimenting with AI-assisted development tools. Today, they’re embedded into daily workflows across our engineering organization.

The post Lessons from 2 Years of Integrating AI into Development Workflows appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Steve Fenton

Stop Wasting AI Investment on a Broken Change Approval Process

Baker working with a small batch of bread loaves.

Change approval has been a constraining force on software delivery for decades. With teams adopting AI coding assistants and agents,

The post Stop Wasting AI Investment on a Broken Change Approval Process appeared first on The New Stack.

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

2025: The Year of the Return of the Ada Programming Language?

In 2025, the Ada programming language made what might be considered a comeback. (But don’t call it one! Yet.) Last

The post 2025: The Year of the Return of the Ada Programming Language? appeared first on The New Stack.

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

Experts Hail Anthropic’s $1.5M Python Security Commitment

Anthropic‘s $1.5 million investment in Python security is both self-interested and smart, analysts say, addressing a critical vulnerability in the

The post Experts Hail Anthropic’s $1.5M Python Security Commitment appeared first on The New Stack.

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

Open Source Whamm: Use WebAssembly To Monitor and Fix Running Apps

Whamm is designed to allow users to instrument their WebAssembly (or Wasm) applications with a programming language or code, or

The post Open Source Whamm: Use WebAssembly To Monitor and Fix Running Apps appeared first on The New Stack.

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

How To Choose the Right Tool for Your Google ADK Agent

tools

The ability to connect AI agents to external systems defines their practical utility. Without tools, an agent is limited to

The post How To Choose the Right Tool for Your Google ADK Agent appeared first on The New Stack.

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

The React Framework Face-Off: Which One Owns the Future?

Two hockey players face off on the ice, symbolizing the faceoff of the React frameworks.

Frontend developer and educator Kent Dodds has some good news for frontend developers confused about which React-based framework to choose.

The post The React Framework Face-Off: Which One Owns the Future? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Yaron Yarimi

Caught in the Middle: The New Role of Platform Teams

Sign with hand pointing to "a rock" in one direction and another pointing to "a hard place" the other way.

Earlier this year, the platform team at a global bank introduced a new workflow for developers to provision cloud environments

The post Caught in the Middle: The New Role of Platform Teams appeared first on The New Stack.

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

Is Sloppy File Sharing Endangering Your Enterprise?

"Is Sloppy File Sharing Endangering Your Enterprise?" featured image, dog with torn papers

Sharing digital data is one of the most important and riskiest parts of modern business. Multiple times a day, organizations

The post Is Sloppy File Sharing Endangering Your Enterprise? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Krishna Subramanian

AI Governance Is the Next IT Battleground

Hands with globe and various symbols.

AI has moved decisively from experimentation to execution. It now sits at the core of enterprise transformation strategies, reshaping the

The post AI Governance Is the Next IT Battleground appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Saqib Jan

Better Context Will Always Beat a Better Model

Green lizard blending in with green leaves.

AI leaders have, for the last year, obsessed over benchmarks, debating whether GPT-4, Claude 3.5, or Gemini holds the crown. This enterprise

The post Better Context Will Always Beat a Better Model appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Michelle Gienow

CloudBees CEO: Why Migration Is a Mirage Costing You Millions

In The New Stack Makers podcast, CloudBees CEO Anuj Kapur describes this pattern as “the migration mirage,” where organizations chase modernization through costly migrations that push value further into the future.

A recent survey shows that, last year, 57% of enterprise organizations spent over $1 million on migration projects — with

The post CloudBees CEO: Why Migration Is a Mirage Costing You Millions appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Fahmid Kabir

Tenants: The Missing Backbone of Modern Developer Platforms

Tenant as a logical concept

If you are responsible for a developer platform, you are probably trying to reduce cloud sprawl, speed up delivery and

The post Tenants: The Missing Backbone of Modern Developer Platforms appeared first on The New Stack.

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

Why Neoclouds Are the Answer To AI Storage Lock-in

"Why Neoclouds Are the Answer to AI Storage Lock-in" featured image

One of the more meaningful consequences of AI’s growth in the enterprise is its impact on the cloud race. The

The post Why Neoclouds Are the Answer To AI Storage Lock-in appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Akhil Verghese

Why 40% of AI Agents Might Fail (and How To Save Yours)

AI agents

In 2023, a Chevrolet dealership in California woke up to a viral nightmare: Its new AI chatbot had just agreed

The post Why 40% of AI Agents Might Fail (and How To Save Yours) appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Matthias Biehl

4 Core Principles for Scaling Your API Engineering Practice

"Scaling Your API Engineering Practice" featured image

It might seem easy to design and deploy an API by following the predictable API development life cycle pattern. Without

The post 4 Core Principles for Scaling Your API Engineering Practice appeared first on The New Stack.

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

Traditional Code Review Is Dead. What Comes Next?

Swirling image of ones and zeros.

I noticed a quiet shift in our engineering team recently that brought me to a broader realization about the future

The post Traditional Code Review Is Dead. What Comes Next? appeared first on The New Stack.

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

Ramp Adds Developer Tools to Platform With AI Coding Assistant

Spend management platform provider Ramp has launched a new AI coding agent, Ramp Inspect, alongside its accounting platform expansion. Ramp

The post Ramp Adds Developer Tools to Platform With AI Coding Assistant appeared first on The New Stack.

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

Mastering Frontend Tradeoffs: The 2026 Guide for Senior Devs

bow-ties

The frontend ecosystem is no longer driven by novelty alone. Teams care about performance budgets, hiring signals, maintenance costs and

The post Mastering Frontend Tradeoffs: The 2026 Guide for Senior Devs appeared first on The New Stack.