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

How context rot drags down AI and LLM results for enterprises, and how to fix it

Illustration of a hand assembling scattered puzzle pieces, representing the challenge of combining fragmented data context in enterprise AI systems.

One of the most quoted business mantras today states that if a company wants to be successful, data is everything.

The post How context rot drags down AI and LLM results for enterprises, and how to fix it appeared first on The New Stack.

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

Cursor builds always-on agents to tackle developer task tedium

Jack Pertschuk (on left) and Jon Kaplan of Cursor sitting a desk.

AI-powered code editor company Cursor has introduced Cursor Automations to build always-on agents that operate on its deep understanding of

The post Cursor builds always-on agents to tackle developer task tedium appeared first on The New Stack.

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

Moving AI apps from prototype to production requires enterprise-grade postgres infrastructure

Isometric illustration of a database server connected to laptops and devices, representing enterprise AI infrastructure and Postgres database architecture.

There’s no ignoring the AI gold rush. In 2024, 78% of organizations reported using AI, a 23 percentage-point increase from

The post Moving AI apps from prototype to production requires enterprise-grade postgres infrastructure appeared first on The New Stack.

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

AI coding agents can write code, Crafting wants to help them ship it

AI coding agents are getting very good at generating code, but for enterprise engineering teams, that’s only part of the

The post AI coding agents can write code, Crafting wants to help them ship it appeared first on The New Stack.

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

The technical leap where most brilliant AI initiatives spectacularly fail

Stylized line art illustration of massive, towering ocean waves with white, curling caps. A large, simple orange circle representing the sun is in the upper right, set against a calm, pale yellow background. The image visualizes treacherous waters and is an ideal metaphor for the chaotic scaling demands and unpredictable workloads of moving AI projects from prototype to production.

The hard work is done. Your organization successfully navigated the treacherous waters of legacy infrastructure and now stands at the

The post The technical leap where most brilliant AI initiatives spectacularly fail appeared first on The New Stack.

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

Vibe code full-stack apps fast with TanStack Start

It’s no secret that it’s gotten significantly easier to build applications in the last few years. And vibe coding is

The post Vibe code full-stack apps fast with TanStack Start appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Yasmin Rajabi

Why is your Kubernetes cluster adding nodes when the dashboards look fine?

Kubernetes has always been sensitive to bad inputs. What’s changed is how often teams are running into it. As more bursty workloads—especially inference—land on Kubernetes, a familiar

The post Why is your Kubernetes cluster adding nodes when the dashboards look fine? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jelani Harper

Snowflake Cortex Code CLI adds dbt and Apache Airflow support for AI-powered data pipelines

Illustration of robotic hands typing code on a laptop surrounded by programming language icons

Snowflake Cortex Code CLI, Snowflake’s coding agent that was announced at the end of February, recently added support for dbt

The post Snowflake Cortex Code CLI adds dbt and Apache Airflow support for AI-powered data pipelines appeared first on The New Stack.

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

NanoClaw can stuff each AI agent into its own Docker container to deal with OpenClaw’s security mess

Illustration of a person using a laptop while interacting with an AI chatbot, surrounded by icons representing artificial intelligence, chat messaging, and automation gears

On the one hand, I feel a bit conflicted pointing out the recognised security issues with OpenClaw, even as serious

The post NanoClaw can stuff each AI agent into its own Docker container to deal with OpenClaw’s security mess appeared first on The New Stack.

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

Is AI Killing Open Source Software?

“It’s complicated” can be used to describe relationships and how AI works — or doesn’t — with open source development.

The post Is AI Killing Open Source Software? appeared first on The New Stack.

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

Open-source coding agents like OpenCode, Cline, and Aider are solving a huge headache for developers

Resource Database for Unpslapsh+

AI coding agents are proliferating, but the economics of running large language models (LLMs) are breaking down as developers juggle

The post Open-source coding agents like OpenCode, Cline, and Aider are solving a huge headache for developers appeared first on The New Stack.

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

OpenAI GPT-5.4 launches, AI gets its own jobs report, Claude surges after U.S. ban

I’m Matt Burns, Director of Editorial at Insight Media Group. Each week, I round up the most important AI developments.

The post OpenAI GPT-5.4 launches, AI gets its own jobs report, Claude surges after U.S. ban appeared first on The New Stack.

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

OutSystems CEO on how enterprises can successfully adopt vibe coding

In this episode of The New Stack Agents, Woodson Martin, CEO of OutSystems, argues that successful enterprise AI deployments rarely rely on standalone agents.

Everybody is building AI agents. But the enterprises actually shipping them to production are learning that an agent on its

The post OutSystems CEO on how enterprises can successfully adopt vibe coding appeared first on The New Stack.

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

Anthropic and OpenAI are battling for the best open-source maintainers

Jē Design for Unspalsh+

The open-source maintainer sits at the center of the modern software ecosystem, with the libraries they build often deep within

The post Anthropic and OpenAI are battling for the best open-source maintainers appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jack Wallen

IT-Tools brings many useful developer tools into one convenient location

How many tools do you use as a developer? I’m guessing that the answer is “many.” There are token generators,

The post IT-Tools brings many useful developer tools into one convenient location appeared first on The New Stack.

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

Nearly half of all companies now use Rust in production, survey finds

A decade into tracking the Rust programming language, the 2025 State of Rust Survey, released this week, paints a picture

The post Nearly half of all companies now use Rust in production, survey finds appeared first on The New Stack.

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

Long-term support for Linux releases gets a new lease on life

If you want to keep your Linux instances safe and secure, your best course is to use Long Term Support

The post Long-term support for Linux releases gets a new lease on life appeared first on The New Stack.

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

The case for running AI agents on Markdown files instead of MCP servers

Overhead illustration of hands at a desk with a keyboard, mouse, and coffee cup, representing developer productivity and AI agent workflows.

A venture capitalist is running his entire company on twelve Markdown files. No web application. No workflow engine. No orchestration

The post The case for running AI agents on Markdown files instead of MCP servers appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Bryan Ross

One developer, team power: The future of AI-driven DevSecOps

Stylized illustration of a cross-functional DevSecOps team collaborating. Three diverse figures connected by network lines share expertise: one holding a laptop for coding, one presenting a house representing business logic, and a third standing on a supportive giant hand while reviewing an architectural blueprint.

Every conversation about AI in software delivery circles back to the same core idea: Give engineers better AI tools, and

The post One developer, team power: The future of AI-driven DevSecOps appeared first on The New Stack.

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

OpenAI launches GPT-5.4

OpenAI on Thursday launched GPT-5.4, the next version of its frontier model. The company calls it its “most capable and

The post OpenAI launches GPT-5.4 appeared first on The New Stack.

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

Sam Altman wonders: Could the government nationalize artificial general intelligence?

Sam Altman, OpenAI CEO

“It has seemed to me for a long time it might be better if building AGI were a government project,”

The post Sam Altman wonders: Could the government nationalize artificial general intelligence? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Emilio Salvador

Why enterprise software development needs air traffic control

An overhead, flat vector illustration of an airport tarmac with several airplanes, used as a visual metaphor for platform orchestration and air traffic control in enterprise AI software development to manage tool fragmentation and governance.

How platform orchestration solves the AI tool fragmentation crisis without sacrificing developer choice Imagine being a CIO today. Your developers

The post Why enterprise software development needs air traffic control appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Jack Wallen

AerynOS is a Linux distribution geared toward performance and bulletproof updates

There are thousands upon thousands of Linux distributions, so when a new flavor comes into being, the first thing I

The post AerynOS is a Linux distribution geared toward performance and bulletproof updates appeared first on The New Stack.

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

OpenAI’s Codex is now on Windows

OpenAI’s Codex agentic coding app is now available on Windows. To say Codex has been a hit for OpenAI would

The post OpenAI’s Codex is now on Windows appeared first on The New Stack.

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

GSMA Open Gateway offers developers one API for 300+ mobile networks

Illustration of three people using mobile phones surrounded by wireless connectivity signals, representing developers accessing mobile network APIs.

Developers care about protocols, standards, and specifications — a little. But it’s not what keeps them up at night. Your

The post GSMA Open Gateway offers developers one API for 300+ mobile networks appeared first on The New Stack.

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

The AI Shift: Why RISC-V is poised to challenge Arm and x86

The RISC-V standard has evolved and matured to the extent that performance drawbacks have largely disappeared compared with the long-tried

The post The AI Shift: Why RISC-V is poised to challenge Arm and x86 appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Kat Gaines

Why traditional ITOps is failing to keep up with the unique nature of AI incidents

An overhead illustration of a hand placing blue puzzle pieces into a complex, unfinished 1,000-piece jigsaw puzzle on a green surface, representing the human-in-the-loop required to fix gaps in AI governance and ITOps resilience.

If 2025 was the year of AI adoption, with 88% of organizations now using AI across at least one business

The post Why traditional ITOps is failing to keep up with the unique nature of AI incidents appeared first on The New Stack.

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

DragonflyDB CEO: Most real-time AI infrastructure was built for a different era

Illustration of interconnected servers, devices, and cloud infrastructure processing binary data, representing real-time AI and ML data architecture

The business case for real-time AI is clear. Personalization drives engagement, real-time inference drives revenue, and context-rich machine learning is

The post DragonflyDB CEO: Most real-time AI infrastructure was built for a different era appeared first on The New Stack.

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

Cloud repatriation is hard. Here’s how to build a self-service developer platform that works.

Illustration of a cloud server connected to devices and files, representing cloud infrastructure and self-service developer platforms.

As more organizations move workloads back on-premises, they find themselves caught in a conundrum: How do they close the gap

The post Cloud repatriation is hard. Here’s how to build a self-service developer platform that works. appeared first on The New Stack.

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

Eclipse Foundation reports Open VSX hits 300 million monthly downloads

Credit: Masantocreative for Unsplash

The Eclipse Foundation this week announced that Open VSX, the open source extension registry for tools built on the VS

The post Eclipse Foundation reports Open VSX hits 300 million monthly downloads appeared first on The New Stack.