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

AI Agents vs. Agentic AI: A Kubernetes Developer’s Guide

agents

The distinction between AI agents and agentic AI has become critical for developers building containerized applications and microservices. While these

The post AI Agents vs. Agentic AI: A Kubernetes Developer’s Guide appeared first on The New Stack.

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

Qodo Aware Is a ‘Second Brain’ for AI Coding Agents

A black and white brain.

Most AI coding agents use similar large language models (LLMs) under the hood. Where they differentiate is in their context

The post Qodo Aware Is a ‘Second Brain’ for AI Coding Agents appeared first on The New Stack.

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

Clockwork’s FleetIQ Aims To Fix AI’s Costly Network Bottleneck

GPUs are steadily getting faster, but as enterprises, neoclouds and the entrenched hyperscalers look to get more efficiency out of

The post Clockwork’s FleetIQ Aims To Fix AI’s Costly Network Bottleneck appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Chris J. Preimesberger

JFrog Upgrades AI Tooling, Governance To Speed up Software Delivery

Artificial intelligence is no longer a mere curiosity inside enterprise developer stacks — it’s becoming the nervous system of how

The post JFrog Upgrades AI Tooling, Governance To Speed up Software Delivery appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Ankit Jain

The Future of Agentic Coding Is Multiplayer

Double exposure with people and network connections illustrating multiplayer AI engineering.

Whether you love it or hate it, by now most software developers have tried out some version of AI-coding tools.

The post The Future of Agentic Coding Is Multiplayer appeared first on The New Stack.

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

Taming LLM Sprawl: Why Enterprises Need an AI Gateway Now

"Taming LLM Sprawl: Why Enterprises Need an AI Gateway Now" featured image. Marbles being sorted

As AI becomes a cornerstone of digital transformation, IT leaders are under pressure to deliver innovation at scale while maintaining

The post Taming LLM Sprawl: Why Enterprises Need an AI Gateway Now appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Murali Sastry

Vibe Coding: The Productivity Boom Hiding Massive Governance Risks

The software development world is witnessing a fundamental shift. Dubbed “vibe coding” by AI researcher Andrej Karpathy, this emerging framework

The post Vibe Coding: The Productivity Boom Hiding Massive Governance Risks appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Dario Esposito

AI Agents and Their Life Cycle: What You Should Know

AI agents and their uses.

AI agents are changing the way you work, influencing everything from automated customer interactions to intelligent decision-making in industries like

The post AI Agents and Their Life Cycle: What You Should Know appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Michael Berthold

Are Your AI Co-Pilots Trapping Data in Isolated Silos?

The race is on. By now, virtually every software vendor offers some kind of AI co-pilot designed to assist users

The post Are Your AI Co-Pilots Trapping Data in Isolated Silos? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Pete Johnson

AI Development Is Stuck in 1996. Here’s How to Get to the Future. 

Businessman looking out on futuristic city.

A funny thing is happening on the way to the AI future. We’re getting bogged down in the same old

The post AI Development Is Stuck in 1996. Here’s How to Get to the Future.  appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Sandon Jacobs

Apache Kafka 4.1: The 3 Big Things Developers Need To Know

The word "Kafka" with background of zeros and ones.

Apache Kafka has long been the default for real-time data architectures, and each release extends its capabilities to handle new

The post Apache Kafka 4.1: The 3 Big Things Developers Need To Know appeared first on The New Stack.

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

How To Build a FinOps Strategy That Works

"How To Build a FinOps Strategy That Works" featured image. Illustration of cloud cost concepts

Cloud costs can be a contentious subject for finance and engineering teams. Finance has a mandate to control spending, while

The post How To Build a FinOps Strategy That Works appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Jon Udell

How To Upgrade Your MCP Server With Context Engineering

abstract

I never liked the phrase prompt engineering, which always sounded to me like a fancy way to talk about casting

The post How To Upgrade Your MCP Server With Context Engineering appeared first on The New Stack.

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

Why Tech Professionals Must Lead the Charge on GenAI Safety

Goldfish surrounding another fish. It's up to tech professionals to alleviate the harms caused by AI.

I recently spoke to my friend’s daughter, who has had a lifelong ambition to be an illustrator. Despite being extremely

The post Why Tech Professionals Must Lead the Charge on GenAI Safety appeared first on The New Stack.

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

Linux: Deploy a Honeypot to Catch Your Server’s Attackers

Security is absolutely crucial at this point. No business (regardless of size) can ignore security and assume nothing will happen.

The post Linux: Deploy a Honeypot to Catch Your Server’s Attackers appeared first on The New Stack.

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

OpenAI’s Sam Altman Sees a Future With a Collective ‘Superintelligence’

Sam Altman recently made headlines when he said, “A kid born today will never be smarter than AI. Ever.” But

The post OpenAI’s Sam Altman Sees a Future With a Collective ‘Superintelligence’ appeared first on The New Stack.

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

Why Your Rust Adoption Will Probably Fail (And How To Beat the Odds)

Russell Cohen has watched hundreds of teams try to adopt Rust at Amazon over the past decade. Most of them

The post Why Your Rust Adoption Will Probably Fail (And How To Beat the Odds) appeared first on The New Stack.

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

Connect to a Local Ollama AI Instance From Within Your LAN

I’ve become a big fan of using a locally installed instance of Ollama AI, a tool to run large language

The post Connect to a Local Ollama AI Instance From Within Your LAN appeared first on The New Stack.

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

Is GPT-5 a Coding Powerhouse or Maintainability Nightmare?

weights

It’s been a few weeks since OpenAI’s latest model, GPT-5, was released to mixed reviews — with one prominent frontend

The post Is GPT-5 a Coding Powerhouse or Maintainability Nightmare? appeared first on The New Stack.

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

Fresh + Vite Means 9-12x Faster Development for Deno

Dev News logo

Fresh, the web framework for Deno, now officially integrates with the frontend build tool Vite via a new plugin, enabling

The post Fresh + Vite Means 9-12x Faster Development for Deno appeared first on The New Stack.

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

Why Chainguard Is Doubling Down on Virtual Machines in a Container World

is betting big on virtual machines (VMs). Six months after launching container host VMs, the company is rolling out application

The post Why Chainguard Is Doubling Down on Virtual Machines in a Container World appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Jed Salazar

GPUs Never Signed Up for This AI Security Job

A motherboard with image of a brain in the middle, illustrating GPUs used for AI.

AI is racing ahead, reshaping software patterns, business models and infrastructure. But one critical piece of hardware is struggling to

The post GPUs Never Signed Up for This AI Security Job appeared first on The New Stack.

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

Should Your Team Be Vibe Coding?

Developer uses a laptop and AI assistant dashboard for vibe coding.

Across the industry, software is being written differently: faster, more collaboratively and increasingly through AI prompts instead of keystrokes. This

The post Should Your Team Be Vibe Coding? appeared first on The New Stack.

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

How Warp Went From Terminal to Agentic Development Environment

Zach Lloyd, founder and CEO of Warp, discussed the launch of Warp Code, the latest evolution of the Warp terminal into a full agentic development environment.

For this week’s edition of The New Stack Agents, we talked to Zach Lloyd, the founder and CEO of terminal/agentic

The post How Warp Went From Terminal to Agentic Development Environment appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Sabrina Farmer

CTOs Hold the Key To Unlocking AI’s Innovation Potential

AI, big data and business analytics icons

Development leaders have witnessed firsthand how AI has fundamentally reshaped the innovation landscape. Recent data now demonstrates the massive scale

The post CTOs Hold the Key To Unlocking AI’s Innovation Potential appeared first on The New Stack.

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

Kubernetes Primer: Dynamic Resource Allocation (DRA) for GPU Workloads

In the previous article, I introduced Device Plugin and GPU Operator to expose the underlying accelerated infrastructure to Kubernetes workloads.

The post Kubernetes Primer: Dynamic Resource Allocation (DRA) for GPU Workloads appeared first on The New Stack.

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

Microsoft’s Rust Bet: From Blue Screens to Safer Code

Microsoft has tinkered with Windows security for decades. Now the company is trying to fix it with Rust, and they

The post Microsoft’s Rust Bet: From Blue Screens to Safer Code appeared first on The New Stack.

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

Beyond CI/CD: Why Your Infrastructure Is Your New Bottleneck

Backed up traffic at a roadway bottleneck.

For years, the promise of CI/CD has been the holy grail of software delivery. We’ve invested countless hours and millions

The post Beyond CI/CD: Why Your Infrastructure Is Your New Bottleneck appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Vinod Chugani

A Developer’s Guide To Becoming an AI Engineer

"A Developer's Guide to Becoming an AI Engineer" featured image. Neon sign that reads "Actually doing the things"

The demand for skilled AI engineers has never been higher, making this one of the fastest-growing career paths in tech.

The post A Developer’s Guide To Becoming an AI Engineer appeared first on The New Stack.

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

Why Your Legacy APIs Are a Roadblock for AI Agents

For years, APIs were built with a clear consumer in mind: a human developer on another team who could interpret

The post Why Your Legacy APIs Are a Roadblock for AI Agents appeared first on The New Stack.