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

Kubernetes made deploying easy. Nobody warned you about the databases.

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The DevOps movement, set in motion nearly 20 years ago, broke down the traditional divide between software developers and IT

The post Kubernetes made deploying easy. Nobody warned you about the databases. appeared first on The New Stack.

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

Is retrieval engineering becoming AI’s next bottleneck?

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Public AI assistants have become so commonplace that software vendors are increasingly adding AI search, conversational experiences, and AI agents

The post Is retrieval engineering becoming AI’s next bottleneck? appeared first on The New Stack.

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

The rise of the agent runtime: The compute platform behind production agents

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The fast pace of AI research means organizations now have a wide range of models to choose from that can

The post The rise of the agent runtime: The compute platform behind production agents appeared first on The New Stack.

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

In a world of AI agents, where do we fit in?

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For more than a decade, leaders have used the phrase “Future of Work” to describe how technology is transforming business.

The post In a world of AI agents, where do we fit in? appeared first on The New Stack.

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

“Second only to Fable 5:” Alibaba talks the talk with Qwen3.8 without providing any real data

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Alibaba has revealed Qwen 3.8, its latest, greatest large language model (LLM) which, it says, is among the most powerful

The post “Second only to Fable 5:” Alibaba talks the talk with Qwen3.8 without providing any real data appeared first on The New Stack.

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

Google just bet its inference future on a chip built for one model

"MCP: A Practical Security Blueprint for Developers" featured image. Abstract architectural image

The race to make AI inference cheaper is pushing chip design beyond general-purpose accelerators. We’re now moving toward silicon that

The post Google just bet its inference future on a chip built for one model appeared first on The New Stack.

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

Claude Fable 5 vs. Kimi K3: Same results, one-third the cost, 4x slower

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Moonshot AI released Kimi K3 in mid-July, selling it as a serious professional coding tool that competes head-on with Claude

The post Claude Fable 5 vs. Kimi K3: Same results, one-third the cost, 4x slower appeared first on The New Stack.

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

Amazon, Microsoft, and Google are converging on the same enterprise agent architecture

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Over the past nine months, Amazon, Microsoft, and Google have each introduced or renamed an enterprise agent platform. And all

The post Amazon, Microsoft, and Google are converging on the same enterprise agent architecture appeared first on The New Stack.

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

Anthropic employees worked “literally around the clock” to keep Fable 5 from disappearing

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After weeks of extending temporary access while bringing additional inference capacity online, Anthropic has finalized Claude Fable 5 subscriptions. In

The post Anthropic employees worked “literally around the clock” to keep Fable 5 from disappearing appeared first on The New Stack.

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

Spark 4.2 has a feature that could retire your vector database

Apache Spark 4.2 launched last week, and it signals an expansion of Spark’s decade-plus role at the center of enterprise

The post Spark 4.2 has a feature that could retire your vector database appeared first on The New Stack.

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

Move code review before the code

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The pull request as we know it is roughly 20 years old, younger than the careers of many people now

The post Move code review before the code appeared first on The New Stack.

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

Self-healing GPU nodes in Kubernetes: What we learned building the EKS node monitoring agent

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When you run Kubernetes at the scale we do on Amazon EKS, nodes break constantly. GPUs fall off the PCIe

The post Self-healing GPU nodes in Kubernetes: What we learned building the EKS node monitoring agent appeared first on The New Stack.

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

AI didn’t replace our security team — it multiplied it.

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For years, the assumption in security has been straightforward: mature detection and response programs require a Security Operations Center (SOC).

The post AI didn’t replace our security team — it multiplied it. appeared first on The New Stack.

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

The bottleneck for AI agents isn’t the model anymore. It’s the context layer.

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There’s a pattern I’ve watched repeat for two years. A team builds an agent, hits reliability problems, upgrades the model,

The post The bottleneck for AI agents isn’t the model anymore. It’s the context layer. appeared first on The New Stack.

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

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

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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
• Jessica Wachtel

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

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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
• 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
• 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
• 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
• Paul Sawers

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

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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
• 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
• 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
• 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
• 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
• 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
• Amanda Caswell

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

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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
• 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
• Zziwa Raymond Ian

Why smarter AI caching sometimes makes everything slower

Abstract 3D digital render of geometric concrete blocks and glowing red and cyan glass cubes, symbolizing complex AI database caching layers and infrastructure latency.

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
• 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
• 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.