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

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

Microsoft really, really, really wants developers to love Windows again

Real-life Microsoft Windows field with green grass and blue sky with white clouds

At its Build developer conference on Tuesday, Microsoft is launching so many new features for developers, it’s hard to keep

The post Microsoft really, really, really wants developers to love Windows again appeared first on The New Stack.

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

With Intelligent Terminal, Microsoft is reinventing the Windows terminal

The good old terminal has been through a bit of a comeback in recent months, largely thanks to the popularity

The post With Intelligent Terminal, Microsoft is reinventing the Windows terminal appeared first on The New Stack.

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

Microsoft debuts “Scout” at Build, a new personal agent for work

Microsoft Windows office or retail space with people working at desks.

At Microsoft Build on Tuesday in San Francisco, the company debuted Microsoft Scout, a new personal agent for work that

The post Microsoft debuts “Scout” at Build, a new personal agent for work appeared first on The New Stack.

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

OpenAI’s Codex adds new tools — Sites, Annotations, more plugins — for knowledge workers

Sam Altman on stage at OpenAI's DevDay 2025.

As OpenAI announced on Tuesday, 20% of Codex’s 5 million weekly active users are now knowledge workers and not coders.

The post OpenAI’s Codex adds new tools — Sites, Annotations, more plugins — for knowledge workers appeared first on The New Stack.

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

GitHub Copilot’s usage-based billing is live: Here’s what you need to know

Illustration of a calculator and receipt in an isometric style, rendered in light purple and blue gradients against a dark navy background. Depicting usage-based billing.

We knew it was coming, and as of Monday, it’s here. GitHub has officially retired Copilot’s premium request model and

The post GitHub Copilot’s usage-based billing is live: Here’s what you need to know appeared first on The New Stack.

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

OpenAI, Anthropic, Google, Amazon, and xAI all fail on type of attack, study finds

The safety benchmarks enterprise buyers rely on to evaluate AI models are measuring the wrong thing. That’s the finding from

The post OpenAI, Anthropic, Google, Amazon, and xAI all fail on type of attack, study finds appeared first on The New Stack.

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

JetBrains open-sources Mellum2 to go where Claude Code can’t

Server racks in a dark data center, their mesh doors revealing dense bundles of orange and teal cables looping between hardware lit by rows of small green and yellow status LEDs.

JetBrains announced on Monday it has open-sourced Mellum2, a 12B-parameter coding model aimed at the infrastructure layer of agentic AI

The post JetBrains open-sources Mellum2 to go where Claude Code can’t appeared first on The New Stack.

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

Claude Code vs. Cursor vs. Codex vs. Antigravity — six months in

Thermal imaging visualization with a neon color palette showing various everyday objects like tools and containers arranged in rows, rendered in bright cyan, magenta, yellow, and white tones with a glitchy, pixelated effect.

Six months ago, the agentic coding tool was still an argument about form. By the start of June 2026, the

The post Claude Code vs. Cursor vs. Codex vs. Antigravity — six months in appeared first on The New Stack.

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

This coding agent doesn’t want your feedback — it ships without it

Abstract audio waveform visualization with vertical lines transitioning in color from bright orange on the left through black in the center to light gray on the right, resembling a frequency spectrum or sound wave display.

The pitch for most AI coding tools is speed. Write a prompt, get a draft, iterate. The faster the model,

The post This coding agent doesn’t want your feedback — it ships without it appeared first on The New Stack.

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

“Blowing things up”: The one move vendors got wrong on AI agents

Abstract 3D digital cityscape with colorful gradient-filled geometric buildings in shades of blue, teal, magenta, yellow, and green, creating a futuristic data visualization landscape.

Just about every enterprise software vendor now agrees on one thing, at least: AI agents are only as useful as

The post “Blowing things up”: The one move vendors got wrong on AI agents appeared first on The New Stack.

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

At Sapphire, SAP makes the case that enterprise AI is a context problem

Black-and-white wireframe illustration of an abstract mountainous landscape rendered as a fine triangular mesh, with rolling peaks and valleys against a white background.

At SAP Sapphire 2026 in Orlando in May, SAP made the case that the enterprise AI race will not be

The post At Sapphire, SAP makes the case that enterprise AI is a context problem appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • David Eastman

Gavriel Cohen found his own code inside OpenClaw, so he walked away

Close-up of a glowing LED screen, its pixel grid dissolving into blurred teal, green, and blue light.

When Gavriel Cohen first saw OpenClaw, he knew he wanted it. At the time, Cohen (soon to be the founder

The post Gavriel Cohen found his own code inside OpenClaw, so he walked away appeared first on The New Stack.

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

AI retrieval at scale is becoming a systems problem, not a tooling problem

Flat art illustration of a single winding road through a vast night desert landscape, serving as a visual metaphor for an integrated AI retrieval data pathway.

AI retrieval has moved well beyond embeddings and vector search. Early retrieval architectures focused primarily on semantic similarity. Still, production

The post AI retrieval at scale is becoming a systems problem, not a tooling problem appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Darin Zook

The DIY platform trap that’s burning out engineering teams

Geometric vector illustration of a massive, layered blue mountain range, serving as a visual metaphor for platform engineering infrastructure and the mountain of automation complexity.

Platform engineers are some of the most resourceful people in IT. Give them a problem, and they’ll automate their way

The post The DIY platform trap that’s burning out engineering teams appeared first on The New Stack.

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

I tested Cursor’s new Jira integration and it’s 5 stars, no notes. Here’s why.

Groupe CCC graphic design studio website with glitch art effect — pink text overlay of project names and dates with colorful digital distortion.

Cursor launched its Jira integration last week. The integration was marketed as simple: assign a ticket in Jira and Cursor

The post I tested Cursor’s new Jira integration and it’s 5 stars, no notes. Here’s why. appeared first on The New Stack.

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

Why GPT-5.4, Claude, and Gemini can’t agree on basic, real-world facts

As the frontier model race accelerates, AI devotees are splitting their loyalty across the major providers at both the user

The post Why GPT-5.4, Claude, and Gemini can’t agree on basic, real-world facts appeared first on The New Stack.

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

Replit’s vibe coding platform just got a Visa-backed identity layer for AI agents — and it changes how agents spend money

A magenta credit card with a chip and contactless payment symbol floats above a circuit board background, illustrating the integration of payment infrastructure into AI development environments.

Replit is deepening its enterprise push: The vibe coding platform is partnering with Visa Inc. to embed payment infrastructure alongside

The post Replit’s vibe coding platform just got a Visa-backed identity layer for AI agents — and it changes how agents spend money appeared first on The New Stack.

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

Opus 4.8 Made Claude Smarter. Token Discipline Got Urgent.

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

The post Opus 4.8 Made Claude Smarter. Token Discipline Got Urgent. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • B. Cameron Gain

Why Linux creator Linus Torvalds gets angry hearing “99% of code is AI”

A code editor with dark theme displays a context menu titled 'AI Actions' with options including Explain Code, Suggest Refactoring, Find Problems (highlighted), New Chat Using Selection, Generate Code, and Convert File to Another Language. In the background, visible code contains function definitions and test cases with syntax highlighting in green, orange, and blue.

During his keynote at the recent Open Source Summit North America, Linux and Git creator Linus Torvalds did not mince

The post Why Linux creator Linus Torvalds gets angry hearing “99% of code is AI” appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Adriana Villela

Vendor neutrality isn’t magic: A hard look at the OpenTelemetry ecosystem

Stylized vector illustration of an open road winding through an autumn forest, viewed from inside a car, serving as a metaphor for navigating the OpenTelemetry and observability ecosystem.

The OpenTelemetry (OTel) ecosystem provides us not only with a standard data format and transport mechanism for generating, processing, and

The post Vendor neutrality isn’t magic: A hard look at the OpenTelemetry ecosystem appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
Text • Luis Villa

“The AI did it” won’t save you when EU regulators come knocking

Abstract illustration of a purple hand holding a tilted hourglass with red sand, symbolizing a closing compliance timeline.

The European Union’s Cyber Resilience Act (CRA) is just months away from ushering in a new era of accountability that’s

The post “The AI did it” won’t save you when EU regulators come knocking appeared first on The New Stack.

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

The fix for soaring AI cloud bills exists — so why won’t we trust it?

To hear Yasmin Rajabi, chief operating officer at CloudBolt, tell it, there’s an imbalance in how we view automation. We’re

The post The fix for soaring AI cloud bills exists — so why won’t we trust it? appeared first on The New Stack.

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

AI is shipping code faster than security was built to handle

Snyk has entered the AI-powered penetration testing market with a new product it says addresses the gap in how enterprises

The post AI is shipping code faster than security was built to handle appeared first on The New Stack.

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

Why AWS scrapped OpenSearch’s architecture to chase agent workloads

A picture of the AWS logo with some people walking in front of it.

AWS on Thursday launched what it calls a near-total rebuild of its managed search and vector engine, in an effort

The post Why AWS scrapped OpenSearch’s architecture to chase agent workloads appeared first on The New Stack.

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

Claude Opus 4.8 is here: effort controls, dynamic workflows, cheaper fast mode, better honesty, less deception

On Thursday, Anthropic released the newest version of its flagship model, Opus 4.8, which allows users to control Claude’s effort,

The post Claude Opus 4.8 is here: effort controls, dynamic workflows, cheaper fast mode, better honesty, less deception appeared first on The New Stack.

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

Percona celebrates 20th birthday with new foundation — and a goat cake

L-R: Percona co-founder Peter Zaitsev, CEO Peter Farkas, co-founder Vadim Tkachenko with the goat cake.

Percona, which makes a popular open-source database-as-a-service (DBaaS), celebrated its 20th birthday this week with a rebrand, a new supporting

The post Percona celebrates 20th birthday with new foundation — and a goat cake appeared first on The New Stack.