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

Chainguard has a fix for the open source packages your AI agents keep grabbing

As AI coding assistants and autonomous agents dramatically accelerate software development, they’re introducing a security problem that most organizations aren’t

The post Chainguard has a fix for the open source packages your AI agents keep grabbing appeared first on The New Stack.

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

Sauce Labs wants to solve an AI-created problem nobody wanted to work on

Illustration of a software developer working at a desktop computer surrounded by floating code editor panels with colorful syntax highlighting, representing programming and software development

AI code-generation tools have compressed software development cycles, but testing hasn’t kept up. Sauce Labs thinks it has found an

The post Sauce Labs wants to solve an AI-created problem nobody wanted to work on appeared first on The New Stack.

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

Capital One deprecated an AI tool it once championed. Its DevEx chief says that’s the point.

Illustration of two women collaborating at a laptop in an office, one seated and one standing, with bookshelves in the background.

How could you possibly ensure you are providing the right tools and processes to 14,000 engineers? How do you even

The post Capital One deprecated an AI tool it once championed. Its DevEx chief says that’s the point. appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Motiejus Jakštys

Scaling Btrfs to petabytes in production: a 74% cost reduction story

Artistic illustration of a massive tree with sprawling roots that double as bookshelves filled with colorful books, featuring a circular hollow in the center. Used as a visual metaphor for the B-tree file system and massive data storage.

At Chronosphere, we saved 74% of our storage costs by moving petabytes of time-series data from ext4 to Btrfs, the

The post Scaling Btrfs to petabytes in production: a 74% cost reduction story appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Juraci Paixão Kröhling

Why your observability bill keeps growing (and it’s not your vendor’s fault)

Illustration of a man reaching to open a red door on a long staircase, representing the continuous hurdles and uphill battle of managing observability costs.

Over the past year, I have spoken with dozens of engineering teams about their observability pipelines and analyzed their production

The post Why your observability bill keeps growing (and it’s not your vendor’s fault) appeared first on The New Stack.

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

Chainguard thinks most DevOps teams are solving container security the hard way

Chainguard OS is great, but what if you want to customize your own Linux? Now, with the Chainguard OS Package,

The post Chainguard thinks most DevOps teams are solving container security the hard way appeared first on The New Stack.

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

OpenAI’s GPT-5.4 mini and nano are built for the subagent era

Sam Altman, OpenAI CEO

On Tuesday, OpenAI released GPT-5.4 mini and nano, two smaller models designed for tasks that agentic AI systems delegate: codebase searches,

The post OpenAI’s GPT-5.4 mini and nano are built for the subagent era appeared first on The New Stack.

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

WebMCP turns any Chrome web page into an MCP server for AI agents

Illustration of a robot hand and a human hand shaking, symbolizing collaboration between AI and humans, set against an orange cloudy background.

About two weeks ago, I posted about websites returning Markdown to make life easier for AI agents. While agents are already quite

The post WebMCP turns any Chrome web page into an MCP server for AI agents appeared first on The New Stack.

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

GitHub Copilot’s effect on collaboration has stunned researchers

A hand-drawn ink illustration of a developer lying on the floor working alone on a laptop, depicting the solitary nature of AI-assisted programming.

Generative AI tools like GitHub Copilot are not just speeding up coding; they are quietly rewiring how software developers divide

The post GitHub Copilot’s effect on collaboration has stunned researchers appeared first on The New Stack.

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

The security hole that every enterprise AI deployment has (but nobody looks for)

The anti-automation glitterati may now be preparing for a new swathe of naysaying as agentic AI services are brought to

The post The security hole that every enterprise AI deployment has (but nobody looks for) appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Tiago Castro

What is KubeVirt and why it’s growing

Digital illustration of a sturdy bridge spanning a dark landscape under a green aurora, symbolizing seamless KubeVirt live migration in Kubernetes.

KubeVirt is an open-source project that brings virtual machines into the Kubernetes control plane, letting teams run VMs and containers

The post What is KubeVirt and why it’s growing appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Yuval Fernbach

The AI blind spot debt: the hidden cost killing your innovation strategy

Conceptual illustration of a frustrated professional at a desk with a green ring obscuring their vision, symbolizing AI blind spot debt and the hidden risks of unmanaged AI governance.

In today’s AI rush, I’ve seen even the most disciplined organizations find it nearly impossible to enforce the hard-won lessons

The post The AI blind spot debt: the hidden cost killing your innovation strategy appeared first on The New Stack.

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

Managed OpenClaw bids to kill hidden token tax on AI agents

Featherless is a serverless platform specialist that provides API-based access to open-source AI models via a supporting infrastructure. The concept

The post Managed OpenClaw bids to kill hidden token tax on AI agents appeared first on The New Stack.

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

Why agentic AI stalls in production — and how a control plane fixes it

Abstract digital illustration of a circuit board pattern with interconnected nodes and pathways in cyan and black, representing technology infrastructure and connectivity.

For SREs, platform engineers, and AI/ML teams, agentic AI makes many promises that are hard to ignore. Autonomous agents that

The post Why agentic AI stalls in production — and how a control plane fixes it appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Dan Baskette

Your database is about to become an AI tool. Is it ready?

3D isometric illustration of a developer sitting safely behind a brick firewall with a laptop, while glowing data lines bypass the wall through a narrow slot, exposing the connection to large, spiked malware threats hovering outside.

For 25 years, I’ve watched the database sit behind layers of protection: firewalls, VPNs, connection poolers, role-based access, and even

The post Your database is about to become an AI tool. Is it ready? appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Eric Wang

From monolith to global mesh: How Uber standardized ML at scale

Comic-style illustration of an overwhelmed software developer wearing a headset, frantically typing on a laptop while surrounded by dizzy cloud computing icons and scattered network nodes.

Introduction: the scaling wall In 2015, Uber’s growth was outpacing its infrastructure. As the company evolved from a luxury car

The post From monolith to global mesh: How Uber standardized ML at scale appeared first on The New Stack.

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

Nvidia brings together AI labs to build the next generation of open base models

Nvidia on Monday announced the Nemotron Coalition at its GTC conference. This new coalition of AI labs will pool expertise,

The post Nvidia brings together AI labs to build the next generation of open base models appeared first on The New Stack.

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

Nvidia’s NemoClaw is OpenClaw with guardrails

At its annual GTC conference, Nvidia on Monday announced the Nvidia Agent Toolkit, which brings together open models, runtimes, open

The post Nvidia’s NemoClaw is OpenClaw with guardrails appeared first on The New Stack.

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

Cursor built a fleet of security agents to solve a familiar frustration

Cursor‘s security team has built a fleet of AI agents that continuously monitor and secure the company’s codebase, and it

The post Cursor built a fleet of security agents to solve a familiar frustration appeared first on The New Stack.

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

Anthropic doubles Claude usage outside peak hours — but it won’t last forever

Hourglass filled with gold coins instead of sand, symbolizing time passing as money accumulates, depicting the concept that time equals money.

AI labs keep searching for ways to pull developers deeper into their ecosystems. The latest move comes from Anthropic, which

The post Anthropic doubles Claude usage outside peak hours — but it won’t last forever appeared first on The New Stack.

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

Why AI workloads are breaking traditional Kubernetes observability strategies

Wireframe cubes connected by lines on a dark background, representing a distributed network or container orchestration architecture

For most platform engineering and ITOps teams, the ability to orchestrate containerized workloads at scale has transformed development organizations. But

The post Why AI workloads are breaking traditional Kubernetes observability strategies appeared first on The New Stack.

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

Anthropic makes a pricing change that matters for Claude’s longest prompts

Illustration of a cartoon robot inserting a coin while holding a stack of coins, depicting the cost of running large language models.

Anthropic announced Friday that the 1-million-token context window for Claude Opus 4.6 and Claude Sonnet 4.6 is now generally available,

The post Anthropic makes a pricing change that matters for Claude’s longest prompts appeared first on The New Stack.

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

Agents write code. They don’t do software engineering.

Abstract illustration of a software developer standing at a crossroads, representing the human judgment and strategic trade-offs required in software engineering alongside AI agents.

Long-running and background coding agents have hit a new threshold. When an agent runs for hours, manages its own iteration

The post Agents write code. They don’t do software engineering. appeared first on The New Stack.

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

Beginners guide to vibe coding

We talk a lot about vibe coding. And to be honest, I’d heard the term far too many times before

The post Beginners guide to vibe coding appeared first on The New Stack.

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

Ex-Snowflake engineers say there’s a blind spot in data engineering — so they built Tower to fix it

Isometric illustration of interconnected servers and monitors displaying data visualizations, network graphs, and image thumbnails, representing cloud data infrastructure and pipeline management.

AI coding assistants might have made it easier to generate software, but getting that code to run reliably — packaging

The post Ex-Snowflake engineers say there’s a blind spot in data engineering — so they built Tower to fix it appeared first on The New Stack.

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

A practical guide to the 6 categories of AI cloud infrastructure in 2026

Illustration of a green and gold circuit board with a central GPU processor chip, traces, and integrated circuits representing AI cloud computing infrastructure.

Platform teams and AI engineers are facing an unprecedented wave of decision paralysis. The rollout of NVIDIA’s Blackwell and GB200

The post A practical guide to the 6 categories of AI cloud infrastructure in 2026 appeared first on The New Stack.

The New Stack | DevOps, Open Source, and Cloud Native News
• Steve Fenton

Why AI systems are failing in familiar ways

With the introduction of AI-assisted coding tools and agents, many people hoped we’d solve all the problems for human teams.

The post Why AI systems are failing in familiar ways appeared first on The New Stack.

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

Tromjaro is a free-trade Linux distribution with plenty to offer

Imagine having an OS that won’t track you, push ads on you, and not force “free” trials on you. Sounds

The post Tromjaro is a free-trade Linux distribution with plenty to offer appeared first on The New Stack.

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

TypeScript 6.0 RC arrives as a bridge to a faster future

TypeScript 6.0 Release Candidate (RC) is here, and in some ways, it’s the most consequential release since the project hit

The post TypeScript 6.0 RC arrives as a bridge to a faster future appeared first on The New Stack.

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

MCP’s biggest growing pains for production use will soon be solved

Illustration of a person repairing a digital device with exposed components, in muted green, grey and pink tones.

The Model Context Protocol (MCP) has emerged as one of the key building blocks of the agentic AI stack, serving

The post MCP’s biggest growing pains for production use will soon be solved appeared first on The New Stack.