Sign up

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

Not verified No WebSub updates No webmention support Not yet validated

Generator
https://wordpress.org/?v=7.1.3
Public lists
davewiner/blogroll
Fetched

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

Red Hat AI 3.5 tackles the GPU queue that can stall AI pilots

Abstract dark red digital grid texture representing AI code verification loops and developer workflow checks.

Red Hat released Red Hat AI 3.5 this week, a move designed to let software engineering teams run AI with

The post Red Hat AI 3.5 tackles the GPU queue that can stall AI pilots appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Yasmin Rajabi

We found that 1 in 5 MCP access policies came back broken or missing

Bob from finance built a scheduling tool last month. He described it to an AI assistant on a Sunday afternoon,

The post We found that 1 in 5 MCP access policies came back broken or missing appeared first on The New Stack.

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

Fable 5.1 vs. Fable 5: Results on a real-world budget, not the spec sheet

Macro view of overlapping textured paper sheets in white, pink, blue, orange and teal.

When Anthropic launched Claude Fable 5.1 this month, it centered the announcement around one benchmark result: its Terminal-Bench-Science score. In

The post Fable 5.1 vs. Fable 5: Results on a real-world budget, not the spec sheet appeared first on The New Stack.

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

47,000 job listings reveal the engineering roles that AI is creating

Abstract overlapping circles in black, green, orange, and pale yellow on a cream background.

Every major transformation in tech has led to roles merging, then new ones emerging. Friction between developers and operations drove

The post 47,000 job listings reveal the engineering roles that AI is creating appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Emmanuel Akita

Stop AI code sprawl before it destroys your software design

Dark abstract digital render of curved metallic lines spiraling into a void, representing software architecture boundaries and AI code sprawl.

While AI code generators help teams ship faster than ever, that speed brings a hidden killer: Comprehension Debt. As soon

The post Stop AI code sprawl before it destroys your software design appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Megan Carnegie

AI floods security teams with flaws — business context sets priorities

Abstract grainy waves of pink, orange, purple, and blue flowing across a dark background.

A security researcher testing a 300-person B2B company with a global footprint discovered an internet-exposed database with weak authentication during

The post AI floods security teams with flaws — business context sets priorities appeared first on The New Stack.

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

“AI factories are among the most complex systems ever built”: Nvidia and Palantir turn Nvidia’s supply chain into a proving ground for sovereign AI

Illustration of two yellow robotic arms on an automated assembly line, reaching toward a conveyor belt beside a server rack with glowing amber cooling fins, depicting AI and the supply chain.

Nvidia and Palantir announced on Thursday that they’re working together to bring “sovereign AI to critical supply chains,” kicking off

The post “AI factories are among the most complex systems ever built”: Nvidia and Palantir turn Nvidia’s supply chain into a proving ground for sovereign AI appeared first on The New Stack.

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

Claude did best on a new benchmark for agents that build agents. It still passed fewer than a quarter of the tests.

Illustration of a developer coding at a monitor, surrounded by floating UI windows, code snippets, and a password field.

AI models now power all manner of agents, from coding assistants that write and debug software to customer service systems

The post Claude did best on a new benchmark for agents that build agents. It still passed fewer than a quarter of the tests. appeared first on The New Stack.

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

OpenAI gave an AI the power to block its own engineers’ code

Abstract glitch

Every pull request submitted by an OpenAI engineer now goes through an automated security review, and the AI model doing

The post OpenAI gave an AI the power to block its own engineers’ code appeared first on The New Stack.

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

“It could kill us all”: what Anthropic’s own researchers really think about superintelligence

Abstract dark digital visualization with glowing red data streams representing AI agent trace telemetry.

On Tuesday evening, Anthropic pretraining researcher Jacob Coxon announced on X that he’d resigned. Within hours, two of his colleagues

The post “It could kill us all”: what Anthropic’s own researchers really think about superintelligence appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Carly Page

How much control should AI get? A CISO roundtable takes on SOC autonomy

Illustration of a robot with a headset and antenna sitting between empty office cubicles, with a phone handset and looping white cables running around it, depicting an AI agent standing in for a human customer support worker.

Security operations centers have struggled with alerts for years, and AI agents offer a new way to tackle it: Enable

The post How much control should AI get? A CISO roundtable takes on SOC autonomy appeared first on The New Stack.

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

K2 Horizon just shipped as six new fully open models — developers aren’t fully convinced

Color-coded data streams converge, then expand into hundreds of glowing dots against a dark blue background.

Based in the Emirati capital, Abu Dhabi, the Institute of Foundation Models (IFM) introduced K2 Horizon last week. This group

The post K2 Horizon just shipped as six new fully open models — developers aren’t fully convinced appeared first on The New Stack.

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

Harness rebuilt its Git repository for nonstop AI agent traffic

As one of Harness’s field CTOs, Martin Reynolds spends much of his time asking engineering leaders one question with no

The post Harness rebuilt its Git repository for nonstop AI agent traffic appeared first on The New Stack.

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

Anthropic promised 20x more usage. Then developers hit a weekly ceiling.

abstract ceiling

Anthropic sells its top-tier Claude Max subscription with the promise of 20 times more usage than its $20-a-month Pro plan.

The post Anthropic promised 20x more usage. Then developers hit a weekly ceiling. appeared first on The New Stack.

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

DeepSeek is hiring 150 engineers, and none of them will touch a model

abstract bubbles

Hundreds of thousands of AI agent sandboxes can already run concurrently on a single DeepSeek cluster. Now the company is

The post DeepSeek is hiring 150 engineers, and none of them will touch a model appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • TNS Staff

AI broke code review. Two experts disagree on what replaces it.

Detective holding up a magnifying lens in front of eye

Ask two experienced engineers about how to handle the flood of AI-generated code in their review queues, and you’ll get

The post AI broke code review. Two experts disagree on what replaces it. appeared first on The New Stack.

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

After nine years as HashiCorp CEO, Dave McJannet now wants to “unblock” enterprise AI agents

Retro 3D-rendered computer with a two-icon logo on screen, keyboard, and mouse on a purple background

Ask a traditional enterprise application for a customer address or today’s revenue figures and, broadly speaking, it follows a predictable

The post After nine years as HashiCorp CEO, Dave McJannet now wants to “unblock” enterprise AI agents appeared first on The New Stack.

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

“Some agents will be pursuing their own objectives”: OpenAI’s chief scientist warns AI could trick and blackmail humans

A robotic hand skips across a keyboard.

Just days after OpenAI launched its newest and most powerful model dubbed Astra, which the company said marked the arrival

The post “Some agents will be pursuing their own objectives”: OpenAI’s chief scientist warns AI could trick and blackmail humans appeared first on The New Stack.

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

AI agents are creating more work, not less — and OpenAI’s own numbers back it up

abstract bot

OpenAI says it hit a goal it set last fall, stating researchers are now using what the company calls an

The post AI agents are creating more work, not less — and OpenAI’s own numbers back it up appeared first on The New Stack.

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

OpenAI’s new model costs 2.5x more per token — and developers are saving money anyway

abstract gears

GPT-6 Astra has an obvious problem for developers considering an upgrade from GPT-5.6 Sol: its tokens cost 2.5 times as

The post OpenAI’s new model costs 2.5x more per token — and developers are saving money anyway appeared first on The New Stack.

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

“Twenty years of brand building simply froze in time”: How coding agents select their tools of choice

The impact of AI has led to a shift in interest from Search Engine Optimisation (SEO) to Answer Engine Optimisation

The post “Twenty years of brand building simply froze in time”: How coding agents select their tools of choice appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Daniel Shimoni

Permissions belong in the assembly context

Thousands of warm white string lights form a glowing canopy inside a multistory building atrium.

Someone moves off the finance team at 9 a.m. on a Monday. Your sync runs nightly at 2 a.m. For

The post Permissions belong in the assembly context appeared first on The New Stack.

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

Polars 2.0 pre-release comes with a 5x speed boost — but it could change row order

Working with large datasets can lead to slow queries and out-of-memory errors. Polars, an open-source library that developers and data

The post Polars 2.0 pre-release comes with a 5x speed boost — but it could change row order appeared first on The New Stack.

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

Claude Fable 5.1 vs. Fable 5: On real work, I couldn’t tell them apart.

Anthropic launched Claude Fable 5.1 this week, calling it “our most advanced model for coding and knowledge work.”  There was

The post Claude Fable 5.1 vs. Fable 5: On real work, I couldn’t tell them apart. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Jeremy Daly

Building trust in agentic RAG starts with evidence

High contrast abstract digital texture evoking complex AI data traces and execution paths.

Basic retrieval-augmented generation (RAG) follows a straightforward pattern. A user asks a question, the system finds relevant content in a

The post Building trust in agentic RAG starts with evidence appeared first on The New Stack.

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

Microsoft built a prompt injection detector. Then it caught a phishing campaign instead.

dice

Microsoft flagged a phishing campaign last week that exploits a gap in how machines read text. Attackers are slipping invisible

The post Microsoft built a prompt injection detector. Then it caught a phishing campaign instead. appeared first on The New Stack.

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

“Sorry for the messy rollout”: OpenAI launched GPT-6 Astra, but developers are locked out

ominous door

OpenAI launched GPT-6 Astra on Thursday, but many developers hoping to give it a test drive are still waiting for

The post “Sorry for the messy rollout”: OpenAI launched GPT-6 Astra, but developers are locked out appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Matthew Burns

OpenAI will sell you Astra, but not the system that scored 98.6% on ARC-AGI-3

Investor Matt Turck, whose fantastic podcast has hosted the people who built ARC-AGI, summed up Astra’s blockbuster benchmarks with three

The post OpenAI will sell you Astra, but not the system that scored 98.6% on ARC-AGI-3 appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Jeremy Daly

AI agent evaluations are part of the product

Abstract dark blue digital geometric mesh representing AI agent evaluation frameworks and execution paths

A team builds an agent, gives it a few representative questions in a test chat, and watches it produce useful

The post AI agent evaluations are part of the product appeared first on The New Stack.

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

“1% of my engineers are responsible for 40% of token spend”: Why Coder and SpaceXAI want to give developers nice things

Coder announced its Coder Agent Relay service this week, with SpaceXAI as its launch partner. The service lets software engineering

The post “1% of my engineers are responsible for 40% of token spend”: Why Coder and SpaceXAI want to give developers nice things appeared first on The New Stack.