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

Why Atlassian is letting Claude Code into its own data graph

Atlassian wants the autonomous, long-running agents that developers use in tools like Claude Code to work for everyone else. At

The post Why Atlassian is letting Claude Code into its own data graph appeared first on The New Stack.

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

Kubernetes finally lands user namespace support, but shared kernel problem remains

Artistic vector of a solid brick wall with a rectangular hole, serving as a metaphor for the "Achilles' heel" of cloud-native infrastructure and container escape risks.

Kubernetes shipped a long-awaited security feature last week: user namespace support for pods.  It may sound like an obscure feature

The post Kubernetes finally lands user namespace support, but shared kernel problem remains appeared first on The New Stack.

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

The company that made RAG mainstream is now betting against it

Multiple arrows pointing in conflicting directions, illustrating the fragmented retrieval loops that Pinecone's Nexus aims to replace.

Pinecone just declared the RAG era over. Pinecone built the vector database category. It defined RAG as the standard pattern

The post The company that made RAG mainstream is now betting against it appeared first on The New Stack.

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

Why PHP performance keeps getting bumped from the roadmap

Artistic vector illustration of a silhouette standing at a crossroads under a crescent moon, representing choices in software engineering planning and prioritization.

Performance issues are familiar territory for PHP teams. Slow endpoints, uneven response times, and rising infrastructure costs show up in

The post Why PHP performance keeps getting bumped from the roadmap appeared first on The New Stack.

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

How NetEase Games cut LLM cold starts from 42 minutes to 30 seconds

Stylized illustration of a warm light burst on a cold blue mountain, representing acceleration and infrastructure efficiency.

At NetEase Games, we learned a hard lesson about large language model (LLM) inference in production: elastic compute is only

The post How NetEase Games cut LLM cold starts from 42 minutes to 30 seconds appeared first on The New Stack.

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

Why the Linux Foundation adopted MCP, with Jim Zemlin and Mazin Gilbert

At the MCP Dev Summit in New York City, Linux Foundation CEO Jim Zemlin and newly appointed AAIF executive director Mazin Gilbert discussed this transition

Agentic AI is in a hurry, and the open-source projects underpinning it are evolving at a breakneck pace. To ensure

The post Why the Linux Foundation adopted MCP, with Jim Zemlin and Mazin Gilbert appeared first on The New Stack.

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

“AI systems do not understand”: New report flags systemic failures in AI coding

The Association for Computing Machinery‘s (ACM) Technology Policy Council (TPC) has a message for organizations riding the vibe coding wave:

The post “AI systems do not understand”: New report flags systemic failures in AI coding appeared first on The New Stack.

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

AI and Claude: The internal rebellion that changed Amazon’s rules

set of wrenches against blue background

Amazon has given its estimated tens of thousands of developers immediate access to Anthropic’s Claude Code, and they’ll soon have

The post AI and Claude: The internal rebellion that changed Amazon’s rules appeared first on The New Stack.

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

OpenAI rolls out GPT-5.5 Instant as default ChatGPT model, promises more accurate responses

Illustration of a desktop computer displaying AI-generated output with a checkmark, depicting accurate AI responses.

OpenAI has announced that it’s replacing the default model in ChatGPT with GPT-5.5 Instant, which it said produces faster responses,

The post OpenAI rolls out GPT-5.5 Instant as default ChatGPT model, promises more accurate responses appeared first on The New Stack.

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

The context window has been shattered: Subquadratic debuts a 12-million-token window

Every frontier model in 2026 advertises a context window of at least a million tokens, but almost none of them

The post The context window has been shattered: Subquadratic debuts a 12-million-token window appeared first on The New Stack.

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

AI has a sprawling data problem. Airbyte has just launched a tool to fix it.

Illustration of a giant red octopus rampaging through an office, its tentacles sprawling across the room and knocking over chairs and papers as three workers struggle to fend it off — a visual metaphor for data sprawled across disconnected business systems.

Airbyte on Tuesday launched Airbyte Agents, a new service that precomputes and indexes a company’s business data, allowing AI agents

The post AI has a sprawling data problem. Airbyte has just launched a tool to fix it. appeared first on The New Stack.

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

“real maturity problems”: Not every developer is thrilled with Bun after Anthropic acquisition

Illustration of a featureless white human profile centered on a vivid blue background, framed by six black squiggle drawings that resemble chaotic, tangled brains, suggesting confusion or scattered thoughts.

Growing and emerging software toolsets and standards are prone to love-it-or-hate-it reactions. Bun, an all-in-one JavaScript, TypeScript & JSX runtime

The post “real maturity problems”: Not every developer is thrilled with Bun after Anthropic acquisition appeared first on The New Stack.

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

AI agents need to spend money — Stripe and iWallet are building the rails

Two new protocols, one from Stripe and one from a fintech startup called iWallet, are attempting to solve the same

The post AI agents need to spend money — Stripe and iWallet are building the rails appeared first on The New Stack.

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

ScyllaDB cut Sprig’s read latency 4X after Redis and ClickHouse hit a wall

A minimalist illustration of jagged dark sea stacks rising from a calm, icy blue ocean, serving as a metaphor for the massive data scale and the structural limits (or "walls") of database infrastructure.

“Just use Postgres” is the logical path for a startup figuring out product-market fit. But Sprig – an AI-powered product

The post ScyllaDB cut Sprig’s read latency 4X after Redis and ClickHouse hit a wall appeared first on The New Stack.

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

AI won’t speed up software delivery — nothing has

In my formative years, I had a Labrador/Whippet cross called Barclay. We did almost everything together. If I were digging

The post AI won’t speed up software delivery — nothing has appeared first on The New Stack.

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

How OpenAI scaled to 900 million weekly users with Ory

Abstract illustration of a figure using a ladder to reach a glowing doorway in a high wall, representing OpenAI successfully scaling its IAM gateway.

In the history of software, few milestones are as staggering as 900 million weekly active users. To put that in

The post How OpenAI scaled to 900 million weekly users with Ory appeared first on The New Stack.

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

Arize AI and Google Cloud lay down standardized telemetry mandate to keep enterprise agents in check

The essentially composable nature of modern enterprise software stacks enables architectural freedom. Software developers are able to take advantage of

The post Arize AI and Google Cloud lay down standardized telemetry mandate to keep enterprise agents in check appeared first on The New Stack.

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

Palo Alto Networks bets $700M-class AI bet on Portkey gateway

Illustration of a red Swiss Army knife with multiple skeleton keys fanned out as its tools, set against a blue halftone background, with an open combination padlock displaying asterisks beside it — symbolizing the multi-tool security and authentication layer an AI gateway provides between agents and the models they call.

For the first three years of the LLM era, the AI gateway was a developer’s problem. You had 10 model

The post Palo Alto Networks bets $700M-class AI bet on Portkey gateway appeared first on The New Stack.

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

The agent code explosion is here. We need to rethink our pipelines, fast.

Artistic illustration of two figures in a small boat navigating massive waves with nets, symbolizing the struggle to manage and validate the overwhelming flood of AI-generated code.

GitHub recently published an update on availability following a couple of rough incidents in April. The article opened with a

The post The agent code explosion is here. We need to rethink our pipelines, fast. appeared first on The New Stack.

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

“To us, it’s just a tool”: How SAS is selling AI to the Fortune 500

Red-handled pliers floating against a vivid orange backdrop, a visual nod to SAS's framing of AI as just one tool among many in the enterprise toolkit.

For this 50-year-old company, AI is “just a tool.” At SAS Innovate 2026 in Grapevine, Texas, the 50-year-old, privately held

The post “To us, it’s just a tool”: How SAS is selling AI to the Fortune 500 appeared first on The New Stack.

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

Mainframe modernization is no longer optional for the AI-driven enterprise

Artistic conceptual illustration of an open door leading from a dark room into a bright, glowing light, symbolizing the transition of legacy mainframe modernization into a future of enterprise AI and innovation.

As old-guard mainframers give way to a younger generation of mainframe professionals, this new cadre brings modern ways of thinking

The post Mainframe modernization is no longer optional for the AI-driven enterprise appeared first on The New Stack.

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

Inside OpenSearch’s bid to become the default AI data layer

Abstract illustration of horizontal earthy strata in shades of brown and tan, representing a stable AI data layer and infrastructure substrate for OpenSearch applications.

Most of the engineering teams I work with started with open source OpenSearch for log analytics and enterprise search. But

The post Inside OpenSearch’s bid to become the default AI data layer appeared first on The New Stack.

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

“Like taking your Ferrari to buy milk”: IBM’s Neel Sundaresan on the case for Bob

Stylized illustration of a driver gripping the wheel of a red sports car at high speed, with motion lines streaking past.

Neel Sundaresan doesn’t answer three questions. One of them, he says with some amusement, is why IBM Bob is named

The post “Like taking your Ferrari to buy milk”: IBM’s Neel Sundaresan on the case for Bob appeared first on The New Stack.

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

AI agents are running wild on developer machines. Incredibuild has a fix.

Somewhere out there, a developer is walking around with their laptop half-open, so their AI coding agent doesn’t die. That’s

The post AI agents are running wild on developer machines. Incredibuild has a fix. appeared first on The New Stack.

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

Fresh data has us asking, does AI demand Kubernetes?

Bob Killen, CNCF & Liam Bollmann-Dodd, SlashData share insights from recent CNCF and SlashData reports highlight that success with AI still depends on strong engineering fundamentals, particularly internal developer platforms and developer experience.

Kubernetes is becoming the de facto operating system for AI. Two-thirds of organizations running generative AI models use Kubernetes for

The post Fresh data has us asking, does AI demand Kubernetes? appeared first on The New Stack.

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

How SUSE positions itself as the infrastructure layer for the AI era

In this episode of The New Stack Makers, Pete Smails outlines how SUSE is evolving from its Linux roots into an AI-native infrastructure platform.

For this edition of The New Stack Makers, we sat down with Pete Smails, SVP and general manager for cloud-native

The post How SUSE positions itself as the infrastructure layer for the AI era appeared first on The New Stack.

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

IBM Bob hits 80,000 developers with 45% productivity gains

IBM is betting that the next competitive frontier in AI-assisted development isn’t raw code-generation speed — it’s governance, auditability, and the

The post IBM Bob hits 80,000 developers with 45% productivity gains appeared first on The New Stack.

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

Mistral, Europe’s answer to OpenAI and Anthropic, pushes its coding agents to the cloud

A developer typing on a laptop surrounded by multiple code windows and a central cloud upload icon, depicting cloud-based coding agents

Countless companies are capitalizing on the AI boom, building everything from coding assistants to customer support bots. But only a

The post Mistral, Europe’s answer to OpenAI and Anthropic, pushes its coding agents to the cloud appeared first on The New Stack.

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

Cursor’s $60 billion bet is on the harness, not the model

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

The post Cursor’s $60 billion bet is on the harness, not the model appeared first on The New Stack.

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

A nine-point checklist for shipping production-ready AI

A modern flat-design illustration of city skyscrapers at night under a full moon, used as a metaphor for building production-grade AI platforms.

Starting from square one Most teams can build an AI prototype. A notebook answers a few prompts, a demo agent

The post A nine-point checklist for shipping production-ready AI appeared first on The New Stack.