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

For years, Apache Cassandra handed this work to your team — 6.0 takes it back

Minimalist illustration of two hands carefully balancing a stack of smooth stones in water, serving as a metaphor for data consistency and coordination in Apache Cassandra 6.0.

Apache Cassandra releases tend to be evaluated on roughly the same terms. What can it do now that it couldn’t

The post For years, Apache Cassandra handed this work to your team — 6.0 takes it back appeared first on The New Stack.

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

“A dangerous combination”: The 2 factors that can “corrupt” AI agent workflows

Almost everyone’s workplace experience is now set to welcome AI-agent-driven actions through the applications we use daily, and this rapid evolution

The post “A dangerous combination”: The 2 factors that can “corrupt” AI agent workflows appeared first on The New Stack.

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

With Foundry, Microsoft bets the enterprise AI battle is about reliability, not capability

The agentic AI wave has produced no shortage of impressive demos. What it has produced less of is agents that

The post With Foundry, Microsoft bets the enterprise AI battle is about reliability, not capability appeared first on The New Stack.

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

Microsoft unlocks Visual Studio for developers left behind by its own AI

Microsoft used its Build 2026 conference last week to announce a series of updates to its flagship Visual Studio IDE

The post Microsoft unlocks Visual Studio for developers left behind by its own AI appeared first on The New Stack.

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

AI teams now deploy 1,000 times a month. Your pipeline wasn’t built for that.

There’s mounting evidence that AI coding tools are delivering on their less outlandish promises. With adoption shifting from 76% in

The post AI teams now deploy 1,000 times a month. Your pipeline wasn’t built for that. appeared first on The New Stack.

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

Microsoft just made the agent runtime free — and kept everything around it

Abstract 3D render of densely packed vertical bars forming rolling, wave-like hills in shades of pink, purple, lavender, and muted green, resembling a digital data landscape.

Microsoft has the engineers to build its own agent runtime. At Build 2026 last week, it chose not to, shipping

The post Microsoft just made the agent runtime free — and kept everything around it appeared first on The New Stack.

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

“Whoever builds the most joyous product wins”: The agent war begins

Abstract neon 3D render of curving, scale-textured waves in pink, blue, and purple with glowing light trails.

At Snowflake Summit 26 this week in San Francisco, the conversation moved into a new direction. If last year’s focus

The post “Whoever builds the most joyous product wins”: The agent war begins appeared first on The New Stack.

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

Netlify CTO Dana Lawson: Writing code is no longer the job

Code-as-abstract-art: lines of blue and white source code dissolve into streaking light trails and a glowing circuit-board pattern, evoking software being rendered into pure data.

“I’ve been doing this since the ’90s — decades of building guardrails to prevent humans from breaking production. We’re now

The post Netlify CTO Dana Lawson: Writing code is no longer the job appeared first on The New Stack.

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

From Jupyter Notebook to production: How to ship AI systems that actually work

Stylized vector illustration of a city skyline facing a thunderstorm with lightning. Represents the engineering challenge of moving complex, distributed AI systems into a dynamic and volatile production environment.

Moving from experimentation to production in AI requires a transformation of mindset, architecture, and engineering discipline. There’s no API wrappers

The post From Jupyter Notebook to production: How to ship AI systems that actually work appeared first on The New Stack.

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

OpenClaw used Gavriel Cohen’s code and exposed the AI Agent accountability problem

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

The post OpenClaw used Gavriel Cohen’s code and exposed the AI Agent accountability problem appeared first on The New Stack.

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

Replit shows how vibe coding is getting its own financial stack — and a path to profit

A conveyor belt with bundles of money on it.

Making apps is easier than it’s ever been, but making money from them is another matter entirely. While almost anyone

The post Replit shows how vibe coding is getting its own financial stack — and a path to profit appeared first on The New Stack.

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

Cloudflare aqui-hires VoidZero: Did a piece of the open web just stabilize, or become more brittle?

Cloud network security and content delivery network company Cloudflare announced its acquisition of VoidZero this week, and VoidZero founder Evan

The post Cloudflare aqui-hires VoidZero: Did a piece of the open web just stabilize, or become more brittle? appeared first on The New Stack.

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

Cursor cuts prices and adds enterprise spend controls amid “tokenomics” reckoning

Abstract close-up of glowing blue and amber fiber optic strands with streaking bokeh light, suggesting high-speed data transmission and network bandwidth.

If there’s one big takeaway from the AI coding space this week, it’s that the era of flat-rate, all-you-can-code pricing

The post Cursor cuts prices and adds enterprise spend controls amid “tokenomics” reckoning appeared first on The New Stack.

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

Google Gemma 4 12B nearly matches 26B benchmarks — and runs on your laptop

persona lying on grass using laptop

Google has introduced Gemma 4 12B, a new model designed to bring high-performance, multi-modal intelligence to standard laptops. Small enough

The post Google Gemma 4 12B nearly matches 26B benchmarks — and runs on your laptop appeared first on The New Stack.

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

Snowflake thinks it knows what’s really slowing developers down

Tools — pliers, wire cutters, and a brush — hanging on a black pegboard wall under red and pink neon lighting.

Ready or not, the agentic enterprise is here, and the key to enabling it efficiently is being debated from various

The post Snowflake thinks it knows what’s really slowing developers down appeared first on The New Stack.

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

Autonomous agents have met their biggest challenge yet: The database.

Neon green wireframe diamond shape glowing on dark gray background, retro 3D grid geometric design.

As large language models evolve from mere chatbots into autonomous agents capable of reasoning, planning, and acting, they are beginning

The post Autonomous agents have met their biggest challenge yet: The database. appeared first on The New Stack.

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

Why agentic AI makes the ops platform the most important layer in the enterprise

Abstract 3D geometric shapes in interlocking puzzle-piece patterns against an orange-to-red gradient background, rendered in purple and pink tones.

The biggest obstacle to enterprise AI isn’t models, data science talent, or even infrastructure.  It’s operations. Across today’s enterprises, hybrid

The post Why agentic AI makes the ops platform the most important layer in the enterprise appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Todd R. Weiss

How to dramatically improve enterprise security alert tuning to battle cyberattacks

Abstract red and black geometric pattern with fragmented angular shapes radiating from a central glowing core, suggesting digital noise or data overload.

The number of incoming IT security alerts arriving at enterprise security operations centers (SOCs) today is staggering, with one IT

The post How to dramatically improve enterprise security alert tuning to battle cyberattacks appeared first on The New Stack.

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

Why the need for humans won’t disappear in the age of autonomous databases

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.

The promise of fully autonomous systems — databases that manage, heal, and optimize themselves amid rapidly increasing data stores —

The post Why the need for humans won’t disappear in the age of autonomous databases appeared first on The New Stack.

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

How to secure Kubernetes in the age of AI workloads

Abstract digital illustration of overlapping neon-outlined rectangles and squares in green, white, purple, and yellow, connected by glowing circuit-like lines against a black background, suggesting interconnected nodes or a network architecture.

Securing Kubernetes has always been complex — spanning access control, image vulnerabilities, secrets management, and networking. AI workloads make it

The post How to secure Kubernetes in the age of AI workloads appeared first on The New Stack.

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

Asana says its new AI “chief of staff” turns your Slack chaos into trackable work

Colorful transit map with four white circular stations connected by pink, blue, green, and yellow lines on a dark purple background

Asana on Thursday unveiled an AI assistant called Dash and a new generation of what the company calls AI “teammates”

The post Asana says its new AI “chief of staff” turns your Slack chaos into trackable work appeared first on The New Stack.

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

Nvidia’s best model is now live

After pre-announcing Nemotron 3 Ultra, a 550-billion-parameter open-weight mixture-of-experts model, at Computex, Nvidia on Thursday released the model on platforms

The post Nvidia’s best model is now live appeared first on The New Stack.

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

Mate Security’s Asaf Wiener made every backend engineer a model router. He’s right to.

AI Operators is The New Stack’s profile series on how CEOs and founders run AI-native companies: the stacks they choose,

The post Mate Security’s Asaf Wiener made every backend engineer a model router. He’s right to. appeared first on The New Stack.

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

The AI cost crisis finally has a watchdog — just not the companies causing it

Illustrated character in a suit, visibly distressed, clutching an envelope with a pained expression on their face, a laptop open in front of them, depicting soaring token costs

It’s no secret that AI is becoming enterprises’ biggest and least understood technology expense, and for many companies, the spending

The post The AI cost crisis finally has a watchdog — just not the companies causing it appeared first on The New Stack.

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

How to get operational data off the factory floor without creating an IT breach

Aerial top-down view of a sci-fi industrial factory interior with yellow directional arrows, pink and silver pipes, steel scaffolding walkways, and dramatic blue-grey lighting.

Informational and operational technology data have long been treated as separate domains. But AI changed the game. Today, you need

The post How to get operational data off the factory floor without creating an IT breach appeared first on The New Stack.

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

Why CPUs still matter in the age of AI agents

When the conversation turns to AI infrastructure, it almost always lands on GPUs and TPUs. The New Stack sat down

The post Why CPUs still matter in the age of AI agents appeared first on The New Stack.

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

Rayfin: Microsoft’s answer to the gap between vibe coding and enterprise production

Vibe coding has made it easier than ever to build applications. Getting those applications into enterprise production is still the

The post Rayfin: Microsoft’s answer to the gap between vibe coding and enterprise production appeared first on The New Stack.

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

Microsoft bets the enterprise AI race will be won on data context, not model power

Microsoft used its Build 2026 developer conference on Tuesday to note that the hard part of enterprise AI is no

The post Microsoft bets the enterprise AI race will be won on data context, not model power appeared first on The New Stack.

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

“A successful attack could be catastrophic”: Anthropic gives more groups access to Claude Mythos

Anthropic laid down some sobering words on Tuesday. “A successful attack on their codebase could be catastrophic. For most partners,

The post “A successful attack could be catastrophic”: Anthropic gives more groups access to Claude Mythos appeared first on The New Stack.

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

How GitHub plans to win developers back

For much of the past year, GitHub has not been the stable utility developers had long gotten used to. Outages,

The post How GitHub plans to win developers back appeared first on The New Stack.