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

Warp wants to make it easier to build your software factory

On Tuesday, Warp introduced Warp Factories, open infrastructure for building cloud software factories, agentic systems that automate work across the

The post Warp wants to make it easier to build your software factory appeared first on The New Stack.

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

How to build smarter OpenSearch alerts: Join our live conversation

Iridescent green, pink and blue waves flow horizontally across the lower half of a black background.

OpenSearch is a top-level open-source project under the Linux Foundation, backed by Amazon Web Services and other prominent players. The

The post How to build smarter OpenSearch alerts: Join our live conversation appeared first on The New Stack.

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

OpenRouter called itself the “Stripe for LLMs” — now Stripe’s swooped in to buy it

Abstract flat-design illustration of thick red, yellow, blue, and green lines intersecting and curving like a subway map, with colors blending into gradients where they cross, depicting model routing.

After weeks of speculation, fintech giant Stripe has confirmed that it’s tabled a bid for AI model gateway platform OpenRouter,

The post OpenRouter called itself the “Stripe for LLMs” — now Stripe’s swooped in to buy it appeared first on The New Stack.

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

Researchers hid an attack inside AES encryption. The AI model cracked it open willingly.

Glitch abstract

Security filters are designed to catch malicious instructions before an AI model can act on them. Researchers at AI security

The post Researchers hid an attack inside AES encryption. The AI model cracked it open willingly. appeared first on The New Stack.

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

Slack has a new channel type — but only agents can create one

Slack on Thursday launched Slack Code, a new kind of Slack channel that’s built for coding agents and the developers

The post Slack has a new channel type — but only agents can create one appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Oladimeji Sowole

Stop the token bleed: building token-efficient multi-agent systems

Abstract dark 3D digital data grid with glowing orange lights representing multi-agent AI system architecture and token optimization.

Every engineering team deploying AI agents eventually discovers an uncomfortable truth: the model isn’t the biggest expense. The hidden cost

The post Stop the token bleed: building token-efficient multi-agent systems appeared first on The New Stack.

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

“Save frontier models for frontier problems”: Why Korea’s Solar Pro 4 is a workhorse agent reliability play 

South Korean AI model company Upstage AI officially announced the launch of its Solar Pro 4 closed commercial LLM last

The post “Save frontier models for frontier problems”: Why Korea’s Solar Pro 4 is a workhorse agent reliability play  appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Arvind Bhoj

Kubernetes at the edge has hit a wall. Fleet management is the way through.

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Not too long ago, edge computing was seen as a niche use case, limited to telcos, manufacturing plants, and large

The post Kubernetes at the edge has hit a wall. Fleet management is the way through. appeared first on The New Stack.

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

“The opening stages of OpenAI’s unraveling”: OpenAI slows model training — not everyone is buying the explanation

Illustration of a smiley face split down the middle by a jagged crack, its mouth taped shut with string tied in a bow — a visual metaphor for OpenAI's unraveling amid its safety pause.

Something of a trend has emerged this year, with the major AI labs going all-out to tell the world how

The post “The opening stages of OpenAI’s unraveling”: OpenAI slows model training — not everyone is buying the explanation appeared first on The New Stack.

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

AI-generated Rust compiles perfectly. That’s the scary part.

intricate rust

Canonical wants to know whether automated tools can finally rewrite legacy C code in safe, maintainable Rust without altering the

The post AI-generated Rust compiles perfectly. That’s the scary part. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Yannick Struyf

AWS deprecated this EKS auth method. 81% of clusters still run it.

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The migration to Kubernetes and cloud native infrastructure has been one of the defining IT trends of the past decade.

The post AWS deprecated this EKS auth method. 81% of clusters still run it. appeared first on The New Stack.

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

Codex can now keep coding while it waits for your answer

Illustration of a multi-monitor developer workstation displaying code, data visualizations, and agent management interfaces, representing the shift from traditional code editors to AI agent orchestration consoles like Cursor 3

Long-running coding agents face an awkward choice when they need a developer’s input. They can stop and wait or make

The post Codex can now keep coding while it waits for your answer appeared first on The New Stack.

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

Your coding agent got the onboarding your developers never did

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Steve Yegge thinks your AI has feelings. His new two-part essay, “The Shape of Things to Come,” argues that agentic

The post Your coding agent got the onboarding your developers never did appeared first on The New Stack.

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

AI broke code review. What about knowledge sharing?

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The volume of AI-generated code has broken code review. Engineers are reviewing 500-line diffs they didn’t write, generated by models

The post AI broke code review. What about knowledge sharing? appeared first on The New Stack.

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

An open source rival to Claude Managed Agents just launched

AI infrastructure platform company TrueFoundry has launched its open source agent harness TrueForge. The technology is directly billed as an

The post An open source rival to Claude Managed Agents just launched appeared first on The New Stack.

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

An industrial-scale distillation of models, or subtle benchmaxxing: What developers really think of GLM-5.3

Chinese frontier model outfit Z.ai released GLM-5.3 on Friday, a model hewn from the same codebase as its predecessor GLM-5.2,

The post An industrial-scale distillation of models, or subtle benchmaxxing: What developers really think of GLM-5.3 appeared first on The New Stack.

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

IBM builds a better fridge for its quantum computers

IBM on Wednesday announced that it has built and cooled the first two modules of a new cryogenic dillution refrigerator

The post IBM builds a better fridge for its quantum computers appeared first on The New Stack.

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

What happens to your indexed data when Mistral flips the switch?

Shredded abstract

Mistral is giving enterprise customers until August 31 to replace the Google Drive and Microsoft SharePoint Knowledge Connectors they use

The post What happens to your indexed data when Mistral flips the switch? appeared first on The New Stack.

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

“If GitHub was stable, these alternatives would not be as interesting”: Cursor launches Origin as GitHub goes dark

A building with most of the lights out, depicting the concept of "going dark"

Cursor has officially thrown its hat into the code-hosting ring with Origin, a Git-compatible platform built for a world where

The post “If GitHub was stable, these alternatives would not be as interesting”: Cursor launches Origin as GitHub goes dark appeared first on The New Stack.

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

A Claude Code skill was eating 200,000 tokens before answering a single question

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A Claude Code skill designed to help developers work with Anthropic’s API was consuming more than 200,000 tokens to load.

The post A Claude Code skill was eating 200,000 tokens before answering a single question appeared first on The New Stack.

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

Agentic AI has a latency problem that more compute won’t solve

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Half of enterprise AI deployments are missing their own latency targets at peak load. This is the headline finding of

The post Agentic AI has a latency problem that more compute won’t solve appeared first on The New Stack.

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

OpenAI’s Greg Brockman: Z.ai’s GLM-5.3 likely to “significantly accelerate the threat landscape”

OpenAI has adopted a less-than-straightforward stance with regards to open-weight AI models, both raising alarms over powerful Chinese releases while

The post OpenAI’s Greg Brockman: Z.ai’s GLM-5.3 likely to “significantly accelerate the threat landscape” appeared first on The New Stack.

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

Claude can now delete your production voice agent from a chat window

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Developers can now ask Claude to inspect a production voice agent, revise its system prompt, change the voice entirely, or

The post Claude can now delete your production voice agent from a chat window appeared first on The New Stack.

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

Anthropic defined the standards inside Agent Plugins. So why isn’t it helping govern the format?

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Earlier this month, Vercel released Agent Plugins 1.0.0 with core maintainers from AWS, Cursor, Microsoft, and OpenAI. Google announced the

The post Anthropic defined the standards inside Agent Plugins. So why isn’t it helping govern the format? appeared first on The New Stack.

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

“Open weights are nowhere near a sufficient solution”: Dario Amodei fires back on AI power

A minimalist, monochromatic pink illustration of a lone hiker standing on a jagged cliff edge, looking across a deep canyon at a massive, cracked rock monolith under a pale sun. The scene uses a flat vector style with layered mountain silhouettes, evoking a sense of scale, solitude, and a journey across a vast architectural gap.

The independence developers gain from open weights comes with a hard infrastructure ceiling, according to Anthropic CEO Dario Amodei. “AI

The post “Open weights are nowhere near a sufficient solution”: Dario Amodei fires back on AI power appeared first on The New Stack.

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

TNS journalist Darryl K. Taft leaves a legacy of respected work and quiet integrity 

Darryl Taft, technology journalist

Technology journalist Darryl K. Taft led a long and successful career at several first-rank tech publications and was a highly

The post TNS journalist Darryl K. Taft leaves a legacy of respected work and quiet integrity  appeared first on The New Stack.

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

Per-developer environments were the goal. Agents moved the goalposts.

Abstract dark digital render of swirling metallic strands with glowing orange sparks, representing concurrent AI workstreams and software changes.

Multi-tenancy has moved in one direction for 60 years: the tenant keeps getting smaller. Mainframe time-sharing carved a single machine

The post Per-developer environments were the goal. Agents moved the goalposts. appeared first on The New Stack.

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

Grok 4.6 matched Fable 5 Max at an 85% discount. Downloadable models set that price.

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

The post Grok 4.6 matched Fable 5 Max at an 85% discount. Downloadable models set that price. appeared first on The New Stack.

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

Apple’s new AI split means your iOS app could behave differently in China

Abstract illustration of a person standing at diverging paths surrounded by distorted clocks and chaotic arrows, symbolizing AI agent sprawl and complex developer workflows in platform engineering.

Apple is splitting up its AI stack. Instead of rolling out the same system worldwide, the company reportedly built a

The post Apple’s new AI split means your iOS app could behave differently in China appeared first on The New Stack.

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

Alibaba’s new model promises Opus 4.6-level performance on your laptop

Alibaba recently made the open weights of its 2.4 trillion parameter Qwen3.8 model available. That’s a massive model, and its

The post Alibaba’s new model promises Opus 4.6-level performance on your laptop appeared first on The New Stack.