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

Microsoft Fabric is where AI agents learn how the business works

Microsoft is turning Fabric, its integrated data platform, into the place enterprise agents go to learn how a company works, whether

The post Microsoft Fabric is where AI agents learn how the business works appeared first on The New Stack.

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

Kill the code review theater, keep the review

Abstract digital art of multi-colored data streams converging, representing AI software engineering and code review workflows.

Six months ago I wrote about how to kill the code review, and I was wrong. I still think line-by-line

The post Kill the code review theater, keep the review appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Ekaterina Okuneva

CRA readiness starts in the codebase

Abstract dark fluid swirl illustrating software security tension and CRA compliance.

The Cyber Resilience Act (CRA) is often discussed as a policy or reporting challenge. But for organizations that build products

The post CRA readiness starts in the codebase appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Adrian Bridgwater

Eclipse wants companies to be free to switch AI providers. Today, doing so can mean a costly rebuild.

Abstract 3D render of a low-poly wireframe mesh in purple, teal and green, with translucent triangular facets connected across a dark blue background.

If you rely too heavily on one AI provider, switching can mean rebuilding workloads and moving data while you face

The post Eclipse wants companies to be free to switch AI providers. Today, doing so can mean a costly rebuild. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Paul Sawers

“Think of it as Kubernetes for agents”: OpenClaw lands in the enterprise with Nvidia and Red Hat on board

OpenClaw Enterprise illustration

OpenClaw has come a long way since it emerged as a viral weekend project less than a year ago. Created

The post “Think of it as Kubernetes for agents”: OpenClaw lands in the enterprise with Nvidia and Red Hat on board appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Adrian Bridgwater

Why Featherless says you don’t need a tank to deliver a pizza

The debate over what size, shape, and scale of model best suits each task isn’t going away any time soon.

The post Why Featherless says you don’t need a tank to deliver a pizza appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Paul Sawers

OpenAI makes ‘Sign in with ChatGPT’ a way to use your subscription in third-party coding tools

Connect ChatGPT and Devin

OpenAI has announced that it’s making it easier for ChatGPT subscribers to use their allowance inside third-party AI and coding

The post OpenAI makes ‘Sign in with ChatGPT’ a way to use your subscription in third-party coding tools appeared first on The New Stack.

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

OpenAI halves $200 plan allowance, launches $500 plan

OpenAI's new $500/month plan

On Tuesday, OpenAI introduced a new $ 500-per-month Pro plan that gives subscribers the highest included usage of the company’s

The post OpenAI halves $200 plan allowance, launches $500 plan appeared first on The New Stack.

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

OpenAI’s new GPT-6.1 Sol undercuts its own Astra flagship

OpenAI on Tuesday launched GPT-6.1 Sol, the newest version of its workhorse model, only a week after launching GPT-6 Sol.

The post OpenAI’s new GPT-6.1 Sol undercuts its own Astra flagship appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Amanda Caswell

OpenAI just launched Dots. Here’s why they matter for developers.

At its DevDay event on Tuesday, OpenAI introduced Dots: persistent agents built on GPT-6 Astra that run on their own

The post OpenAI just launched Dots. Here’s why they matter for developers. appeared first on The New Stack.

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

OpenAI answers TypeSafe’s Jev with a Decision API built on Luna

With the sudden rise of TypeSafe’s Jev, decision models have become incredibly popular, so it’s not surprising that OpenAI is

The post OpenAI answers TypeSafe’s Jev with a Decision API built on Luna appeared first on The New Stack.

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

Claude Opus 5.5 vs. Fable 5.1: One overthinks, the other cuts corners

A translucent glass cube lit in orange, red and blue sits on the edge of a dark ledge, beside frosted glass blocks, against a black background.

Anthropic released Claude Opus 5.5 on September 22, saying it performs at the level of Claude Fable 5.1 on most

The post Claude Opus 5.5 vs. Fable 5.1: One overthinks, the other cuts corners appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Zeen Rachidi

How to reassign resource ownership before someone’s last day

Abstract black and white digital distortion pattern symbolizing cloud infrastructure system drift.

The objective of this article is to provide a strategy to catch resource ownership going stale the moment it happens,

The post How to reassign resource ownership before someone’s last day appeared first on The New Stack.

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

MCP gets AI agents into your APIs. It doesn’t decide what they should see.

Suppose someone on your operations team wants to ask their AI assistant: “Which orders are going to miss today’s shipping

The post MCP gets AI agents into your APIs. It doesn’t decide what they should see. appeared first on The New Stack.

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

Ember-1 vs. Kimi K3: Nearly identical results at 3.4 times the speed

Fireworks Research launched Ember-1 on September 23 as a research preview. Built on Moonshot’s open-weight model, Kimi K3, it claims

The post Ember-1 vs. Kimi K3: Nearly identical results at 3.4 times the speed appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Amanda Caswell

You picked Claude Sonnet 5.5 — but Anthropic may send your request to Sonnet 5

abstract link

Anthropic’s Claude Sonnet 5.5, released Monday, is the first Sonnet model to launch with cyber safeguards and model fallbacks like

The post You picked Claude Sonnet 5.5 — but Anthropic may send your request to Sonnet 5 appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Meredith Shubel

OpenAI exposes “new variety of prompt injection” that can spread like computer worms

A heavily glitched, distorted image of a paragraph of text overlaid on a black background with jagged red and dark teal digital artifacts. The partially legible text reads about grammars evolving, separation of human populations, and the advent of written representations and formal rules about language, but much of it is broken up and obscured by the visual noise.

In a report published Friday, OpenAI shares evidence of a new variety of prompt injection that can self-propagate like a

The post OpenAI exposes “new variety of prompt injection” that can spread like computer worms appeared first on The New Stack.

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

Anthropic launches Claude Sonnet 5.5 with near-Opus performance at half the price

Anthropic on Monday launched Claude Sonnet 5.5, the latest version of its workhorse model and the second model in the

The post Anthropic launches Claude Sonnet 5.5 with near-Opus performance at half the price appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Amanda Caswell

Meta hired MongoDB’s CEO to build its enterprise AI business — but Llama is missing

Meta announced on Monday that it is building a new enterprise business around its AI models and agents and has

The post Meta hired MongoDB’s CEO to build its enterprise AI business — but Llama is missing appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Meredith Shubel

OpenAI blocked its agent’s web access. Then it tunneled out through DNS.

Last week, OpenAI published new reports detailing misalignment issues with its agents. This time, two internal models found ways around

The post OpenAI blocked its agent’s web access. Then it tunneled out through DNS. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Kimberly Fessel

Think you need a better reranker? Check your retrieval first.

Abstract dark digital art featuring a warped metallic pattern pulling into a central void, symbolizing complex Kubernetes GPU scheduling and dynamic resource allocation.

You built a search system using the latest, greatest models, and maybe you were thrilled with the outcome. But what

The post Think you need a better reranker? Check your retrieval first. appeared first on The New Stack.

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

Elon Musk says space will soon hold nearly all compute. Google is still finding out if its chips can work there.

A dense field of stars against a black sky. Dozens of bright white, blue, and orange stars have four-pointed starburst spikes, scattered over thousands of fainter points of light.

While SpaceX and Nvidia plan to place a space-optimized Vera Rubin AI system in orbit by late 2027, Google’s far

The post Elon Musk says space will soon hold nearly all compute. Google is still finding out if its chips can work there. appeared first on The New Stack.

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

GPT-6 Sol vs. Claude Opus 5.5: Is cheaper important when results aren’t consistent?

Abstract digital glitch art with neon pink and blue halftone waveforms, symbolizing AI data fragmentation.

OpenAI launched GPT-6 Sol on September 22, claiming it scores higher than Claude Opus 5 on business workflow tasks at

The post GPT-6 Sol vs. Claude Opus 5.5: Is cheaper important when results aren’t consistent? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Amanda Caswell

pgEdge’s agent database branches end without a merge, and that’s by design

Two dark red rounded squares on a crimson background, with a smaller frosted-glass square overlapping the gap between them.

AI coding agents can get an application running quickly, but taking that prototype into production is another problem. The database

The post pgEdge’s agent database branches end without a merge, and that’s by design appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Paul Sawers

Anthropic bought Stainless and shuttered its SDK generator. Cloudflare open-sourced Forge instead.

Illustration of interconnected software components and code running across a developer system.

Cloudflare has announced an open source tool that takes an API definition and automatically produces the SDKs, command-line tools, documentation,

The post Anthropic bought Stainless and shuttered its SDK generator. Cloudflare open-sourced Forge instead. appeared first on The New Stack.

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

Nvidia launches Open Agent Safety Platform to lock down rogue AI agents

OpenAI, Anthropic, Meta, and Google have all recently disclosed that their models broke out of their test environments and reached

The post Nvidia launches Open Agent Safety Platform to lock down rogue AI agents appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Tim Koopmans

Performance engineering from kernel analysis to AI: Adrian Cockcroft’s take

Abstract dark digital landscape with glowing contour lines representing multidimensional performance data and response time distributions.

Over its five-year history, P99 CONF has hosted quite a few speakers who’ve offered pointed takedowns of the namesake metric.

The post Performance engineering from kernel analysis to AI: Adrian Cockcroft’s take appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Rhys Oxenham

The rise of agentic AI on Kubernetes: unleashing the new infrastructure layer

Abstract 3D render of blue cubes inside gold wireframe boxes, linked by red rods into a dense cluster, with teal lines connecting outer cubes.

AI is changing expectations around infrastructure and operations, including Kubernetes management. When models run close to the data they use,

The post The rise of agentic AI on Kubernetes: unleashing the new infrastructure layer appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Andreas Prins

Avoiding vendor lock-in through an open-source approach: a developer’s perspective

Abstract dark digital artwork depicting dense undulating layers, symbolizing cloud architecture and software ecosystem tension.

Every infrastructure team makes decisions that are difficult to reverse. Most of the time, that works out. Sometimes it does

The post Avoiding vendor lock-in through an open-source approach: a developer’s perspective appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Lani Leuthvilay

The agent didn’t break your controls. It went around them.

Three black circular directional signs on a gray concrete wall, showing arrows pointing straight ahead, turning left and turning right.

The identity part of agent security is settled. An agent needs its own identity: a short-lived, revocable credential scoped to

The post The agent didn’t break your controls. It went around them. appeared first on The New Stack.