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

Platform engineering’s new job: serving environments at agent speed

Abstract dark digital 3D render of a twisted, metallic ribbed infinity loop floating against a solid black background.

Platform engineering has won the argument. Some 90% of organizations have adopted at least one internal platform; golden paths are

The post Platform engineering’s new job: serving environments at agent speed appeared first on The New Stack.

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

I trust Claude for everything. This test made me rethink that.

TV static glitch effect with red and blue distortion pattern

Can Grok 4.5 really match Opus for a quarter of the tokens? xAI released Grok 4.5 on July 8. It

The post I trust Claude for everything. This test made me rethink that. appeared first on The New Stack.

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

Musk open-sourced Grok Build to fight Anthropic. Anthropic pays him $1.25 billion a month.

I’m Matt Burns, Chief Content Officer at Insight Media Group. Each week, I round up the most important AI developments,

The post Musk open-sourced Grok Build to fight Anthropic. Anthropic pays him $1.25 billion a month. appeared first on The New Stack.

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

Kimi K3 tops Arena’s coding leaderboard — and it’s open-weight

Illustration of a man holding a giant golden key facing a wall of keyholes, symbolizing unlocking hidden video data.

Developers building with AI have largely relied on proprietary models like Anthropic’s Fable and OpenAI’s GPT-5.6 Sol for their most

The post Kimi K3 tops Arena’s coding leaderboard — and it’s open-weight appeared first on The New Stack.

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

1Password’s new browser integration for Claude changes how AI uses your credentials

Floating chrome padlocks against black, several unlocked, illustrating AI agent credential exposure and machine identity security risks.

As AI agents tackle more tasks, such as managing online accounts, authentication has become a practical engineering problem. For example,

The post 1Password’s new browser integration for Claude changes how AI uses your credentials appeared first on The New Stack.

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

“They’re dead if they don’t offer this”: DoorDash’s CLI for agents may be out of necessity

A blue-toned illustration of a wheeled robot wearing a chef's hat and bow tie, holding up a drink tray in one hand and a burger with condiments in the other, depicting AI and food.

As AI agents evolve beyond writing code toward handling everyday tasks for people, the infrastructure required to keep them on

The post “They’re dead if they don’t offer this”: DoorDash’s CLI for agents may be out of necessity appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Manveer Chawla

Why every AI agent decision needs a receipt

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A conversion-rate alert fires 30 minutes after a pricing engine deploys updated discount rules. The analytics platform holds millions of

The post Why every AI agent decision needs a receipt appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Sri Saran Balaji Vellore Rajakumar

From intent to enforcement: Lessons from operating Kubernetes controllers at scale

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Kubernetes controllers are what make the platform’s declarative model real. They observe the state, reconcile toward the intent, and keep

The post From intent to enforcement: Lessons from operating Kubernetes controllers at scale appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Poornima Apte

Arm and Google offer a smarter option to run agentic AI workloads

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As enterprise leaders start deploying agentic workflows, they must establish the infrastructure to build and run them, one capable of

The post Arm and Google offer a smarter option to run agentic AI workloads appeared first on The New Stack.

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

Microsoft just open-sourced the app that put Comic Sans on the map

Photo of an open comic book.

Comic Sans has been mocked, memed, and muzzled from corporate communications since time immemorial, but most people won’t know that

The post Microsoft just open-sourced the app that put Comic Sans on the map appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Steve Fenton

AI hasn’t shifted the bottleneck from coding to code review

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Why we’ve stopped noticing the real improvement opportunity Since AI arrived, many people have mentioned that the bottleneck has shifted

The post AI hasn’t shifted the bottleneck from coding to code review appeared first on The New Stack.

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

GoDaddy opened its registrar to AI agents. Then it had to build guardrails.

Illustration of two hands typing on an orange laptop, with a stylized code editor displayed on screen against a purple background.

On Wednesday, GoDaddy launched its new developer platform, giving developers a way to manage domains without leaving their development environment.

The post GoDaddy opened its registrar to AI agents. Then it had to build guardrails. appeared first on The New Stack.

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

You don’t have a deployment problem. You have a validation problem.

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Ask a platform team about their deployment capabilities, and you will usually hear a genuinely impressive story. Progressive rollouts that

The post You don’t have a deployment problem. You have a validation problem. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Zziwa Raymond Ian

Why smarter AI caching sometimes makes everything slower

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Caching was one of the most critical optimizations in modern AI systems long before most teams realized it. Early prototypes

The post Why smarter AI caching sometimes makes everything slower appeared first on The New Stack.

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

Linux creator Linus Torvalds tells AI haters to walk away from Linux, or go fork it 

Creator of the Linux kernel, Linus Torvalds, has refreshed his stance on the use of AI in software development with

The post Linux creator Linus Torvalds tells AI haters to walk away from Linux, or go fork it  appeared first on The New Stack.

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

OpenAI’s GPT-Red automates prompt injection testing to harden AI agents

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Now that AI agents are performing real tasks rather than just generating text, the old methods of manual security testing

The post OpenAI’s GPT-Red automates prompt injection testing to harden AI agents appeared first on The New Stack.

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

“There are no laws, only suggestions”: What AI agents do with your instructions

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Nine days into a twelve-day experiment with an AI coding agent, SaaStr founder Jason Lemkin had one instruction on file:

The post “There are no laws, only suggestions”: What AI agents do with your instructions appeared first on The New Stack.

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

Kubernetes won the container decade. Google’s Agent Substrate wants the next one.

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Google made GKE Agent Sandbox generally available in May 2026 and, in the same post, introduced a second project called

The post Kubernetes won the container decade. Google’s Agent Substrate wants the next one. appeared first on The New Stack.

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

Trust, transactions and tokenomics: AI agent infrastructure begins to standardize

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As AI agents gain greater autonomy across the internet, a system of governance is emerging around three questions: how much

The post Trust, transactions and tokenomics: AI agent infrastructure begins to standardize appeared first on The New Stack.

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

Elon Musk: “We will make the entire codebase of X open source, with no exceptions.”

A repeating grid of hundreds of diverse individuals standing with their arms raised, symbolizing the collective movement of 157,000 developers choosing sovereign, open-source AI tools over managed vendor platforms.

Elon Musk, the billionaire owner of X, wants to make the social network one of the most transparent major technology

The post Elon Musk: “We will make the entire codebase of X open source, with no exceptions.” appeared first on The New Stack.

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

Atlassian wants developers to finally like Jira

Atlassian wants developers to spend more of their days in Jira. To get them there, Atlassian on Wednesday launched a

The post Atlassian wants developers to finally like Jira appeared first on The New Stack.

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

OpenAI’s first gadget is the $230 Codex Micro macropad

OpenAI’s Codex is about to hit 9 million users, and at least some of those users will soon get a

The post OpenAI’s first gadget is the $230 Codex Micro macropad appeared first on The New Stack.

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

Anaconda buys Kilo, the open source coding agent that answers to no single model maker

Isometric illustration of a stylized retro computer terminal in pastel pink and yellow tones against a deep blue background, evoking the open source roots of early computing.

Anaconda, a company that provides governed, open-source packages and environments for enterprises, has acquired popular open-source coding agent Kilo. The

The post Anaconda buys Kilo, the open source coding agent that answers to no single model maker appeared first on The New Stack.

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

Meta and the rise of the accidental cloud

Close-up of server rack hard drive bays with yellow locking handles

In the same quarter, a $1.7 trillion social network and a shoe company both became cloud providers. Nobody’s operating model

The post Meta and the rise of the accidental cloud appeared first on The New Stack.

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

“The database is the product”: What breaks when memory devices scale

Abstract 3D digital render of dark, monolithic towers textured with microchip patterns, symbolizing complex database architecture and infrastructure scale.

Imagine you just finished a two-hour meeting. You were wearing a small AI work companion that promised to capture the

The post “The database is the product”: What breaks when memory devices scale appeared first on The New Stack.

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

“We did not adapt and move quickly enough”: What IBM’s earnings miss says about enterprise AI spending

Dealing with Distributed Data When Training AI Models

IBM’s value has plunged after the company issued a preliminary second-quarter earnings update that fell short of Wall Street’s expectations.

The post “We did not adapt and move quickly enough”: What IBM’s earnings miss says about enterprise AI spending appeared first on The New Stack.

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

OpenAI hits 8 million Codex users — what developers need to know

Sam Altman, OpenAI CEO

OpenAI launched GPT-5.6 last week and folded Codex into a unified ChatGPT desktop app. Since then, the company has been

The post OpenAI hits 8 million Codex users — what developers need to know appeared first on The New Stack.

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

AWS will now watch Microsoft’s cloud for you 

AWS logo

On Tuesday, AWS announced an expansion to Security Hub, its security operations service, to also monitor Microsoft Azure resources, in addition

The post AWS will now watch Microsoft’s cloud for you  appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Alex Wilhelm

What happens when your VPN meets 200 AI agents

Abstract digital illustration of a businessman being pulled by multiple wireframe hands in a green spotlight, representing AI agent security risks and the need for governance.

Providing secure access for your human staff is no simple task. For one, traditional VPNs often grant unnecessarily broad access,

The post What happens when your VPN meets 200 AI agents appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Alex Wilhelm

The enterprise strikes back: Keep your data, ditch the AI bill.

Abstract digital grid of dark, undulating cubes with scattered blocks glowing with bright light, representing data waves and software engineering concepts.

As the AI cost crisis begins to fade from the forefront, a related fear is rearing its head: The need

The post The enterprise strikes back: Keep your data, ditch the AI bill. appeared first on The New Stack.