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The New Stack | DevOps, Open Source, and Cloud Native News
Text • Rahul Auradkar

Beyond AI Models: Data Platform Requirements for Agentic AI

"Beyond AI Models: Data Platform Requirements for Agentic AI" featured image. Abstract image.

Two years ago, ChatGPT and large language models (LLMs) dominated the headlines. But the conversation has advanced from the creation

The post Beyond AI Models: Data Platform Requirements for Agentic AI appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Pekka Enberg

6 Caching Strategies: Latency vs. Complexity Tradeoffs 

3-D image of data center

Editor’s Note: This article is an excerpt from the Manning book “Latency.” This book will help you better diagnose latency

The post 6 Caching Strategies: Latency vs. Complexity Tradeoffs  appeared first on The New Stack.

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

Confluent’s Real-Time Agents Build on Kafka Streaming Data

Today, unveiled its Streaming Agents feature in open preview in Confluent Cloud. The new functionality allow organizations to select models,

The post Confluent’s Real-Time Agents Build on Kafka Streaming Data appeared first on The New Stack.

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

Kubernetes at the Edge: Deploy With Confidence and Control

Image of Kubernetes at the Edge: Container Orchestration at Scale ebook

Seeking higher performance, lower latency and stronger privacy, enterprises are exploring the possibilities of edge computing. But critical challenges underlie

The post Kubernetes at the Edge: Deploy With Confidence and Control appeared first on The New Stack.

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

Minimalist Mastro Framework Offers Modern Take on MPAs

A minimalist scene is shown with wood and some abstract pieces

There’s not much that can go wrong at 700 lines of code, according to computer scientist and frontend developer Mauro

The post Minimalist Mastro Framework Offers Modern Take on MPAs appeared first on The New Stack.

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

Rust: Python’s New Performance Engine

Python developers have always faced a trade-off: write elegant, readable code or go for high performance. For a long time,

The post Rust: Python’s New Performance Engine appeared first on The New Stack.

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

AI Agents Are Finally Delivering on the Semantic Web’s Promise

Robot, gears and other images to illustrate AI agents.

The internet we use every day is a miracle with a hidden defect. It was designed to show us documents,

The post AI Agents Are Finally Delivering on the Semantic Web’s Promise appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Joseph Matalone

Solve the AI Tech Talent Crisis With These Recruiting Strategies

Building a team that’s ready for whatever’s next in software starts with how you recruit today. Technologies like AI, edge

The post Solve the AI Tech Talent Crisis With These Recruiting Strategies appeared first on The New Stack.

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

How MCP Uses Streamable HTTP for Real-Time AI Tool Interaction

stream

The Model Context Protocol (MCP) is an open standard that connects AI models (clients) with external tools and data sources

The post How MCP Uses Streamable HTTP for Real-Time AI Tool Interaction appeared first on The New Stack.

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

How To Tame Alert Fatigue With Time Series Databases

"How to Tame Alert Fatigue With Time Series Databases" featured image. Illustration of a person trying to tame a lion

One of the most frustrating challenges in monitoring systems is alert fatigue. When your monitoring infrastructure generates dozens of notifications

The post How To Tame Alert Fatigue With Time Series Databases appeared first on The New Stack.

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

CNCF Seeks Requirements for K8s-Portable AI/ML Workloads

If you wanted to effortlessly move your AI inferencing and modeling workloads across the clouds, what would you need from

The post CNCF Seeks Requirements for K8s-Portable AI/ML Workloads appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • João Freitas

The 4 Pillars of Successful LLMOps

LLM illustration

AI adoption is surging as businesses seek to unlock fresh productivity gains. According to McKinsey & Company, 78% of business

The post The 4 Pillars of Successful LLMOps appeared first on The New Stack.

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

The ‘Obfuscated C Code Contest’ Confronts the Age of AI

This year’s International Obfuscated C Code Contest (IOCCC) returned after a four-year hiatus, saw a record 23 winning entries due

The post The ‘Obfuscated C Code Contest’ Confronts the Age of AI appeared first on The New Stack.

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

Microsoft: AI ‘Business Agents’ Will Kill SaaS by 2030

When Microsoft CEO Satya Nadella first indicated that business Software as a Service (SaaS) applications are dead last December, it

The post Microsoft: AI ‘Business Agents’ Will Kill SaaS by 2030 appeared first on The New Stack.

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

Latest React Router Release Improves Middleware API

Dev News logo

React Router v7.8.0 is out. TNS readers will recall that React Router is basically the Remix framework now. The recent

The post Latest React Router Release Improves Middleware API appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Marcus Merrell

Is GenAI Replacing Your QA Team? A Sobering Reality Check

The hype around Generative AI (GenAI) is deafening, especially in the software development lifecycle (SDLC) and Quality Assurance (QA). Vendors

The post Is GenAI Replacing Your QA Team? A Sobering Reality Check appeared first on The New Stack.

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

Linux: Email From the Command Line

Linux has more commands than you will probably ever need to use. For desktop users, that is certainly the case.

The post Linux: Email From the Command Line appeared first on The New Stack.

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

Agentic Coding and the Weakness of Extensions for IDEs

extension

A few weeks ago we got a warning about extension marketplaces. The reported story was that a cryptocurrency developer, using

The post Agentic Coding and the Weakness of Extensions for IDEs appeared first on The New Stack.

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

The Top AI Tool for Devs Isn’t GitHub Copilot, New Report Finds

Scott Carey, editor-in-chief of LeadDev, discussed their first AI Impact Report, which explores how engineering teams are adopting AI tools.

For this week’s episode of The New Stack Agents, I talked to Scott Carey, the editor in chief of LeadDev,

The post The Top AI Tool for Devs Isn’t GitHub Copilot, New Report Finds appeared first on The New Stack.

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

How Agentic AI Is Redefining Campus and Branch Network Needs

The workplace is being redefined. AI workloads, an explosion of connected devices, and changing working patterns are forcing organizations to

The post How Agentic AI Is Redefining Campus and Branch Network Needs appeared first on The New Stack.

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

Stacks in Python — A Practical Guide to LIFO Data Structures

Before we talk tech, which can feel pretty abstract until you get familiar with the concepts, let’s ground it in

The post Stacks in Python — A Practical Guide to LIFO Data Structures appeared first on The New Stack.

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

What Is Omarchy Linux, and Why Is 37signals Moving to It?

If you’ve never heard of Omarchy Linux, you’re not alone. But thanks to the software company 37signals moving to it,

The post What Is Omarchy Linux, and Why Is 37signals Moving to It? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Bonnie Chase

Beyond Vector Search: The Move to Tensor-Based Retrieval

Illustration featuring search images.

This is the second of two parts. Read also: Vector Search Is Reaching Its Limit. Here’s What Comes Next In

The post Beyond Vector Search: The Move to Tensor-Based Retrieval appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Marina Moore

Apple’s Private Cloud Compute vs. Confidential Computing

Illustration with locks on a circuit board.

You may have heard of Apple’s Private Cloud Compute (PCC), announced last year, that allows private access to Apple Intelligence.

The post Apple’s Private Cloud Compute vs. Confidential Computing appeared first on The New Stack.

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

Microsoft and the Rise of the Full-Stack Builder

Just a few years ago, the notion of “fusion dev teams” was a key part of Microsoft’s strategy to empower

The post Microsoft and the Rise of the Full-Stack Builder appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Margaret Dawson

How Observability Unifies Workloads in a Hybrid Cloud World

3D rendering of a person observing a surreal universe, including rainbows and flying saucers.

It’s wild to think that just a decade ago, we were dipping our toes into containers and Kubernetes. Fast-forward to

The post How Observability Unifies Workloads in a Hybrid Cloud World appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Raileen Del Rosario

The Agreement Trap: A Developer’s Perspective

"The Agreement Trap: A Developer's Perspective" featured image. Illustration of money surrounded by bear traps

When we talk about business agreements, we often think about how they impact profits, customers and legal teams. However, there’s

The post The Agreement Trap: A Developer’s Perspective appeared first on The New Stack.

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

GPT-5: A Choose Your Own Adventure for Frontend Developers

choose your own adventure

In an article introducing GPT‑5 to developers, OpenAI claimed that the new model “excels at front-end coding, beating OpenAI o3

The post GPT-5: A Choose Your Own Adventure for Frontend Developers appeared first on The New Stack.

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

A Backend for Frontend: Watt for Node.js Simplifies Operations

A Duesenberg that won the 1922 Indianapolis 500.

Duesenberg was an American racing and luxury automobile manufacturer founded in 1920. It was unusual in that it shipped with

The post A Backend for Frontend: Watt for Node.js Simplifies Operations appeared first on The New Stack.

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

AI Agents Transform Platform Engineering at Microsoft

As both corporate vice president of product in Microsoft’s Developer Division and general manager of the company’s first-party engineering systems,

The post AI Agents Transform Platform Engineering at Microsoft appeared first on The New Stack.