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The New Stack | DevOps, Open Source, and Cloud Native News
• Monica White

Cut your AI search costs without sacrificing quality

Abstract 3D geometric illustration representing asymmetric retrieval in AI search, featuring a textured sphere balanced on a tilted ring orbiting a central cylinder.

The cost that’s driving your AI search bill Every organization running AI-powered search faces the same hidden cost driver: query

The post Cut your AI search costs without sacrificing quality appeared first on The New Stack.

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

NanoCo bets the future of enterprise AI is one sandboxed agent per employee

NanoCo, the Tel Aviv startup behind the open source NanoClaw agent framework, on Wednesday launched a managed enterprise service that

The post NanoCo bets the future of enterprise AI is one sandboxed agent per employee appeared first on The New Stack.

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

Why six AI labs built the same product for knowledge workers in four months

Illustration of four people seated in a row from the shoulders down, three wearing identical teal business suits and brown dress shoes while the figure in the center stands out in a yellow shirt, orange pants, striped socks, and coral sneakers.

Six vendors built the same agent in four months. Anthropic shipped Claude Cowork on January 12, gave it Claude Code’s

The post Why six AI labs built the same product for knowledge workers in four months appeared first on The New Stack.

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

LLMs were trained on an inaccessible web — AudioEye data shows AI is still building one

An overhead illustration of a person typing on a laptop, with blue-painted nails visible on both hands.

Picture making a lasagna with noodles, peanut butter, and pears. You’ve got the base right, but the ingredients don’t quite

The post LLMs were trained on an inaccessible web — AudioEye data shows AI is still building one appeared first on The New Stack.

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

Cursor bets on cheaper coding with Composer 2.5 and Kimi K2.5

Scale of happy and sad emojis over thinking eyes.

Cursor announced this week that Composer 2.5 is available in Cursor, only two months after the release of Composer 2,

The post Cursor bets on cheaper coding with Composer 2.5 and Kimi K2.5 appeared first on The New Stack.

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

At Google I/O 2026, Antigravity gets a new job description

A presenter on stage at Google I/O 2026 introduces Antigravity 2.0, with the product name displayed across a large screen alongside a prompt box reading "Ask anything, @ to mention, / for workflows" as the audience looks on.

Six months after its initial launch, Google is moving Antigravity beyond its origins as a coding environment. The company is

The post At Google I/O 2026, Antigravity gets a new job description appeared first on The New Stack.

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

Anthropic hires OpenAI co-founder Andrej Karpathy to lead Claude pre-training research

Anthropic scored a major hire today. Former Tesla senior director and OpenAI founding member Andrej Karpathy is joining the organization

The post Anthropic hires OpenAI co-founder Andrej Karpathy to lead Claude pre-training research appeared first on The New Stack.

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

Google now lets you vibe code native Android apps in AI Studio

Abstract pinwheel-like swirl of green, yellow, blue, and red hues radiating from a central point — a colorful, motion-blurred graphic suggesting creative momentum and the playful, experimental energy of vibe coding mobile apps with Google AI Studio.

Apple may not be a fan of vibe coding, but Google is leaning in. On Tuesday, Google announced that anyone

The post Google now lets you vibe code native Android apps in AI Studio appeared first on The New Stack.

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

Google wants to make the web agent-ready

Google I/O 2026

At its I/O developer conference on Tuesday, Google announced a number of new features and specs for how it plans

The post Google wants to make the web agent-ready appeared first on The New Stack.

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

Google now lets developers use GPT and Claude in Android Studio

Google is using its annual I/O developers conference to announce quite a few new AI-centric tools for building Android apps.

The post Google now lets developers use GPT and Claude in Android Studio appeared first on The New Stack.

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

Google’s Gemini 3.5 Flash beats the frontier models

At its I/O developer conference, Google on Tuesday unveiled two new AI models: Gemini 3.5 Flash, the newest model in

The post Google’s Gemini 3.5 Flash beats the frontier models appeared first on The New Stack.

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

Google launches $100 AI Ultra plan and cuts top tier to $200

Google I/O 2026

Google on Tuesday launched a new $ 100-per-month AI Ultra plan that sits neatly between its existing $200 and $20

The post Google launches $100 AI Ultra plan and cuts top tier to $200 appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Steven J. Vaughan-Nichols

Valkey just had a 17x year. Its lead maintainer still doesn’t want Redis to die.

Stylized illustration of two open hands reaching upward against a textured orange background, with scattered particles rising between them — evoking the open, community-driven spirit of the Valkey open source project.

Valkey 9.1 is now generally available with a focus on improved efficiency, modularity, and ecosystem tooling for production workloads.  At

The post Valkey just had a 17x year. Its lead maintainer still doesn’t want Redis to die. appeared first on The New Stack.

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

Anthropic debuts MCP tunnels and self-hosted sandboxes to lock down AI agent infrastructure

Claude responded: Stylized neon illustration of a green laptop with a circuit-board interface, password field, and chart on screen, surrounded by floating eyes, waving hands, le…Stylized neon illustration of a green laptop with a circuit-board interface, password field, and chart on screen, surrounded by floating eyes, waving hands, leaves, and a magnifying glass

Anthropic used its first developer conference, held outside the US in London on Tuesday, to announce new capabilities for Claude Managed

The post Anthropic debuts MCP tunnels and self-hosted sandboxes to lock down AI agent infrastructure appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Monica White

Why production RAG systems give confident, wrong answers at scale

Abstract geometric illustration of impossible Escher-style staircases, symbolizing the architectural illusion and flawed pipelines of production RAG systems.

In production RAG systems, the biggest bottleneck usually isn’t the LLM. It’s retrieval. Most teams start with a simple pattern:

The post Why production RAG systems give confident, wrong answers at scale appeared first on The New Stack.

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

Steve Yegge’s AI agent orchestration project Gas Town comes to the cloud — and brings the Wasteland with it 

Illustration of an orchestra conductor standing under a spotlight before a group of silhouetted musicians, depicting agent orchestration.

Steve Yegge, a longtime software engineer and blogger who spent the best part of two decades at Amazon and Google,

The post Steve Yegge’s AI agent orchestration project Gas Town comes to the cloud — and brings the Wasteland with it  appeared first on The New Stack.

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

Pulumi bets infrastructure’s next decade belongs to AI agents

A year ago, Pulumi CEO Joe Duffy says, VPs of infrastructure didn’t think “agentic AI” and “infrastructure” belonged in the

The post Pulumi bets infrastructure’s next decade belongs to AI agents appeared first on The New Stack.

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

Why Google’s Remy leaks have enterprise architects rethinking the AI stack

Hand-drawn line illustration of a computer processor chip on a cream background, with multiple circuit traces extending outward from the central chip to small circular contact points around the edges.

Google’s reported development of Remy, a new OpenClaw-style agent that can perform actions on a user’s behalf, has lit up

The post Why Google’s Remy leaks have enterprise architects rethinking the AI stack appeared first on The New Stack.

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

GitHub will start paying some bug bounty hunters in swag instead of cash

Illustration of a robotic hand pressing an “AI” key on a stylized keyboard featuring copy-and-paste shortcuts, depicting AI-generated submissions.

Bug bounties have served as one of cybersecurity’s core pressure valves for decades, giving independent researchers a structured way to

The post GitHub will start paying some bug bounty hunters in swag instead of cash appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Steven J. Vaughan-Nichols

AI security readiness is now the No. 1 obstacle to adoption, Linux Foundation finds

A stylized illustration shows a hand emerging from a blue ribbed sweater sleeve, gently cupping or shielding a smaller hand that is operating a computer mouse. The protective hand is depicted in deep blue tones, while the smaller hand using the mouse has a warm reddish-brown skin tone with light pink fingernails. The mouse is connected by a blue cable that trails off to the left. The background is a dark navy blue, decorated with scattered geometric constellation patterns made of thin lines and small colorful dots in yellow, green, teal, purple, and blue, suggesting a network or digital connectivity theme.

Security readiness has emerged as the single biggest obstacle to AI adoption and innovation, according to a new Linux Foundation

The post AI security readiness is now the No. 1 obstacle to adoption, Linux Foundation finds appeared first on The New Stack.

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

The Mac mini just became infrastructure

Hand holding a Mac mini computer in front of a neon pink background.

On April 30, Apple’s Q2 2026 earnings call did something unusual. Tim Cook spent meaningful airtime on Mac mini and

The post The Mac mini just became infrastructure appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Monica White

The cleanup cost of AI-generated code

Minimalist flat illustration of a massive blue tide flooding a residential neighborhood with a city skyline in the background, symbolizing a deluge of data or systemic overflow.

The world is actively using AI to make our lives more efficient and safe — from creative writing to safer

The post The cleanup cost of AI-generated code appeared first on The New Stack.

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

GitHub takes aim at Claude Code and Codex with its new Copilot app

GitHub Octocat

GitHub’s latest move to shake up its Copilot coding assistant is to give it its very own home in a

The post GitHub takes aim at Claude Code and Codex with its new Copilot app appeared first on The New Stack.

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

Forward deployed engineer is AI’s hottest job as OpenAI and Google race to hire. Here’s how to become one.

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

The post Forward deployed engineer is AI’s hottest job as OpenAI and Google race to hire. Here’s how to become one. appeared first on The New Stack.

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

Why Block handed Goose to the Linux Foundation

At MCP Dev Summit in New York City, Manik Surtani, Office of the CTO, Block and Co Founder of Agentic AI Foundation, talked about Google and early momentum exposed governance challenges.

Internal tools can become powerful external services. Such was the case with Amazon’s cloud, which became AWS. And so too

The post Why Block handed Goose to the Linux Foundation appeared first on The New Stack.

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

AWS found bugs in 60% of software requirements. Its fix isn’t more AI — it’s a 50-year-old logic engine.

The most expensive bugs in software aren’t in the code. They’re in the requirements that guide the code’s construction. That’s

The post AWS found bugs in 60% of software requirements. Its fix isn’t more AI — it’s a 50-year-old logic engine. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Monica White

The software fix that could shrink AI’s energy bill without new hardware

Minimalist illustration of a desert landscape with undulating sand dunes and a single trail of footprints, used as a metaphor for real-time data streaming and AI energy efficiency.

The load on the energy infrastructure that AI is placing should not be underestimated. Most approaches to addressing the AI

The post The software fix that could shrink AI’s energy bill without new hardware appeared first on The New Stack.

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

Why AI is failing in the security operations center 

A frustrated figure in a green hoodie holds their head as it dissolves into scattered pixels, while a chaotic red thread winds through a fragmented dot-pattern cloud — illustrating the cognitive overload and data fragmentation that prevents AI from working effectively in enterprise security environments.

If you believe all the vendor ads out there, AI tools built to boost your company’s security operations center (SOC)

The post Why AI is failing in the security operations center  appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Monica White

The hidden cost of build vs. buy for agentic AI in regulated industries

Artistic top-down illustration of a green garden maze shaped like a fingerprint, representing the complex orchestration and governance challenges of building internal agentic AI platforms in regulated industries.

Regulated industries know this pattern well: A new capability emerges. Teams spin up point solutions, each one solving a discrete

The post The hidden cost of build vs. buy for agentic AI in regulated industries appeared first on The New Stack.

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

OpenAI brings Codex to the ChatGPT mobile app

On Thursday, OpenAI announced that it is bringing Codex to the ChatGPT app on iOS and Android. It was previously

The post OpenAI brings Codex to the ChatGPT mobile app appeared first on The New Stack.