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

Why cheaper models alone won’t save your AI budget

Piggy bank on top of gold coins

Finding the most capable model at the lowest cost has always been the goal. But as agentic AI evolves, a

The post Why cheaper models alone won’t save your AI budget appeared first on The New Stack.

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

Apple just turned Safari into something AI agents can control

A dense, symmetrical pattern of psychedelic interference waves in neon orange, purple, teal, and green against black, resembling a digitally processed audio waveform or Chladni figure visualization.

Earlier this week, Apple’s WebKit team shipped Safari Technology Preview 247 with a built-in Model Context Protocol server — 16

The post Apple just turned Safari into something AI agents can control appeared first on The New Stack.

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

The $1.3 million theft that exposed AI’s blind spot

Warehouse freight doors

Cyberattacks used to be the biggest security issue surrounding AI infrastructure, but that could be changing. A recent cargo theft

The post The $1.3 million theft that exposed AI’s blind spot appeared first on The New Stack.

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

Microsoft just admitted its biggest AI mistake — and spent $2.5 billion fixing it

Chess board with two pieces

Microsoft’s latest AI services announcement suggests the era of standardizing on a single model may be ending. This week, the

The post Microsoft just admitted its biggest AI mistake — and spent $2.5 billion fixing it appeared first on The New Stack.

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

“AI contributions are demoralizing”: Godot bans coding agents to save its mentoring model

Illustration of a robot teacher pointing at a chalkboard covered in symbols.

Godot Engine, the open-source alternative to game engines such as Unity, is rewriting its contribution policy to bar most AI-generated

The post “AI contributions are demoralizing”: Godot bans coding agents to save its mentoring model appeared first on The New Stack.

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

What comes after attention? This startup says it already knows.

When Subquadratic launched earlier this year, it could build a sparse-attention model that could handle a 12-million token context window

The post What comes after attention? This startup says it already knows. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Jeff Hickman

Your social login buttons run on third-party cookies. FedCM doesn’t.

Abstract dark 3D render of a twisted geometric structure with repeating black ridges, symbolizing complex web architecture and digital security systems.

“Sign in with Google” and “Continue with Apple” have carried federated login for more than a decade. They strip away

The post Your social login buttons run on third-party cookies. FedCM doesn’t. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Freddy Daniel Alvarez Pinto

Why traditional CI/CD fails for LLMs (and the release gates we built to fix it)

Abstract digital wave of glowing multicolored particles against a dark background, illustrating fluid data drift and probabilistic behavior in an LLM pipeline.

This article explains why traditional CI/CD gates are not enough for production AI systems. I share a practical release-gating approach

The post Why traditional CI/CD fails for LLMs (and the release gates we built to fix it) appeared first on The New Stack.

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

OpenClaw’s new app doesn’t run AI on your phone. That’s the whole point.

Person holding a smartphone horizontally while photographing white clouds against a blue sky.

OpenClaw finally dropped its iOS and Android apps this week, meaning you can now ditch the Telegram and WhatsApp methods

The post OpenClaw’s new app doesn’t run AI on your phone. That’s the whole point. appeared first on The New Stack.

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

Cordyceps flaw pattern is more proof CI/CD is part of the attack surface

On June 24, research from Novee Security was released, reporting a CI/CD weakness that could enable anyone with an unauthenticated

The post Cordyceps flaw pattern is more proof CI/CD is part of the attack surface appeared first on The New Stack.

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

Cloudflare wants to build the economic layer of the AI web

Aerial view of a large multi-level highway interchange with heavy traffic flowing in multiple directions, surrounded by trees, parks and city buildings.

AI has changed the web right before our eyes. With Google’s AI Overviews doing the heavy lifting, publications that once

The post Cloudflare wants to build the economic layer of the AI web appeared first on The New Stack.

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

“You Only Compute Once”: How Clockwork wants to put an end to AI training restarts

On a large enough GPU cluster, something is always breaking. That’s just a fact of life. The standard fix is

The post “You Only Compute Once”: How Clockwork wants to put an end to AI training restarts appeared first on The New Stack.

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

The call is coming from inside your pipeline: the anatomy of a Codecov attack

Abstract dark digital artwork featuring sharp geometric shards and 3D triangles fracturing around a central void, evoking a sense of tension and structural failure.

In January 2021, an attacker added a single line of code to a popular bash script. Tens of thousands of

The post The call is coming from inside your pipeline: the anatomy of a Codecov attack appeared first on The New Stack.

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

How Anthropic is bringing Fable 5 back — and when it’ll cost you

After the U.S. government lifted its export controls for Fable 5 on Tuesday, Anthropic announced that it would bring the

The post How Anthropic is bringing Fable 5 back — and when it’ll cost you appeared first on The New Stack.

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

Fable is coming back: Federal government to lift export controls on Anthropic AI model

Anthropic can now bring back Fable. The U.S. Commerce Department is lifting the export controls i it placed on both

The post Fable is coming back: Federal government to lift export controls on Anthropic AI model appeared first on The New Stack.

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

Anthropic’s Claude Sonnet 5 system card says more about the future of AI than its benchmarks do

Static aesthetic of broken machine, interrupted process

With the debut of Anthropic’s Claude Sonnet 5 on Tuesday came its benchmark charts, showing improvements across coding, reasoning, and

The post Anthropic’s Claude Sonnet 5 system card says more about the future of AI than its benchmarks do appeared first on The New Stack.

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

The infrastructure lock-in costing AI companies hundreds of millions

Egor Komarov for Unsplash

The post The infrastructure lock-in costing AI companies hundreds of millions appeared first on The New Stack.

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

Anthropic Sonnet 5: It closes the gap with Opus 4.8, and is cheap until August

Anthropic on Tuesday launched Sonnet 5, the latest model in its mainstream Sonnet series. The company calls Sonnet 5 its

The post Anthropic Sonnet 5: It closes the gap with Opus 4.8, and is cheap until August appeared first on The New Stack.

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

Anthropic launches Claude Science, an AI workbench for scientific research

On Tuesday, Anthropic launched Claude Science, a new application for scientists that can run locally on macOS and Linux, or

The post Anthropic launches Claude Science, an AI workbench for scientific research appeared first on The New Stack.

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

AWS launches a desktop for agents

AWS logo

After a short public preview, AWS on Tuesday made its Amazon WorkSpaces for Agents — which you should definitely not

The post AWS launches a desktop for agents appeared first on The New Stack.

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

AWS just put $1 billion into forward deployed engineers. Here’s why it matters for enterprise teams.

Abstract illustration of a software developer standing at a crossroads, representing the human judgment and strategic trade-offs required in software engineering alongside AI agents.

Amazon Web Services is investing $1 billion in a new engineering organization that will work directly with enterprise customers building

The post AWS just put $1 billion into forward deployed engineers. Here’s why it matters for enterprise teams. appeared first on The New Stack.

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

“The harness is where the hard work is”: Harness bets on agents that enterprises can trust in production

The agentic platform Harness launched Autonomous Worker Agents on Tuesday, enabling enterprises to replace fixed scripts in their delivery pipelines with AI

The post “The harness is where the hard work is”: Harness bets on agents that enterprises can trust in production appeared first on The New Stack.

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

Aikido acquires Root to backport open source fixes without forcing upgrades

A retro-style illustrated computer with a vintage CRT monitor showing a dead-eyed, tongue-out crash face, alongside a matching keyboard and mouse — symbolizing a system compromised or broken by a security flaw.

Developer-focused cybersecurity platform Aikido Security has announced that it has acquired Root, a company that patches known vulnerabilities directly into

The post Aikido acquires Root to backport open source fixes without forcing upgrades appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Neelendra Bhandari

Operating Kubernetes at scale: a few stories from running Amazon EKS

Abstract 3D render of a futuristic metallic data core with glowing blue and white lights, illustrating the scaling and resilience of a Kubernetes control plane.

Amazon EKS runs hundreds of thousands of Kubernetes clusters across more than thirty AWS regions. Operating at that scale has

The post Operating Kubernetes at scale: a few stories from running Amazon EKS appeared first on The New Stack.

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

IdentityServer4 is dead. Here’s what comes next.

Developers weren’t happy when identity and access control software company Duende commercialized its open source IdentityServer product in December 2022,

The post IdentityServer4 is dead. Here’s what comes next. appeared first on The New Stack.

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

Base44 bets a narrow model beats frontier AI for vibe coding

Base44, an AI-powered app-building platform, has launched its first proprietary AI model, dubbed Base One. It is a fine-tuned open-source

The post Base44 bets a narrow model beats frontier AI for vibe coding appeared first on The New Stack.

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

JetBrains kills Kotlin Notebook months after Microsoft’s Polyglot exit. But Jupyter is doing just fine.

A hand pulling a document out of a laptop screen, illustrating the removal or sunsetting of a software tool.

JetBrains, the Czech developer tools company behind the IntelliJ IDEA IDE, announced Monday that it’s sunsetting Kotlin Notebook, the interactive

The post JetBrains kills Kotlin Notebook months after Microsoft’s Polyglot exit. But Jupyter is doing just fine. appeared first on The New Stack.

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

Palantir and Nvidia want to change who owns government AI

Close-up of network switches with Ethernet cables connected in a server rack inside a data center.

Building with AI has, until recently, meant calling up someone else’s model. But wiring an app to an API from

The post Palantir and Nvidia want to change who owns government AI appeared first on The New Stack.

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

“Bring it to our shop”: Workday’s pitch for keeping AI agents close to your most valuable data

A close-up of Benjamin Franklin's portrait on a $100 bill, with a dramatic warm orange and amber color grade and a light leak effect across the right side of the frame.

Workday, the payroll and HR data platform, has been pursuing AI and agents for a while, but while other businesses

The post “Bring it to our shop”: Workday’s pitch for keeping AI agents close to your most valuable data appeared first on The New Stack.

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

Okta is the first to bring AI agent governance inside FedRAMP boundaries

Okta has made its AI agent governance platform generally available for FedRAMP- and HIPAA-regulated environments, becoming what it claims is the first independent

The post Okta is the first to bring AI agent governance inside FedRAMP boundaries appeared first on The New Stack.