Nearly a year into the agentic coding explosion, many teams now use AI to write software as their de facto

The post Scripted tests can’t keep up with AI-written code. Datadog is betting agents can. appeared first on The New Stack.

The argument over whether engineers should stop reading code is over, because we already have. Faros AI’s new report shows

The post How to review AI code without reading the code appeared first on The New Stack.

DeepSeek has open-sourced the inference engine it uses to serve its models in production, a step it said last year

The post DeepSeek open-sources the inference engine behind its API. And Huawei gets equal billing with Nvidia. appeared first on The New Stack.

Beam is a new Mac app that takes a window running on one Mac and puts it on another, where

The post Beam pulls single app windows off the Mac Mini running your agents appeared first on The New Stack.

Every team that adopted Claude Code, Cursor, or Copilot to produce more code has the same problem: When output is

The post AI’s Midas problem: When code is free, features are worthless appeared first on The New Stack.

MiniMax released M3.1 Flash on Monday, saying it cuts agent costs by 70 percent. Per-token prices fell by half, which

The post MiniMax just halved its token prices. Your AI agent bill may not follow. appeared first on The New Stack.

Anthropic is reportedly developing a model that can infer what users want from incomplete instructions. According to The Information, a

The post One sentence changed Claude Code’s overreach rate from 0% to 17.1% appeared first on The New Stack.

Not content with challenging the major frontier AI labs with lower-cost models, Chinese AI company DeepSeek is setting its sights

The post DeepSeek made its name with cheap AI models. Now it’s undercutting search API rivals, too. appeared first on The New Stack.

Ever tried to shrink your container images to reduce their attack surface? If you have, you’ve likely discovered a frustrating

The post The distroless security gap: Why bottom-up containers are the next evolution in OCI images appeared first on The New Stack.

When Google announced Gemini 4 Argon to a small group of testers on September 30, it came with a benchmark

The post Gemini 4 Argon vs. Claude Opus 5.5: Half the price and about half as accurate appeared first on The New Stack.

Liquid AI’s new reasoning model was built to solve coding problems, but during training it kept combing Git history, GitHub,

The post Liquid AI caught its model cheating on coding tests — then it recognized the sandbox appeared first on The New Stack.

Three clusters in trouble, and they look nothing alike. The first is a training fleet. It sat at a few

The post Scale isn’t one number: three ways a Kubernetes control plane runs out of room appeared first on The New Stack.

Live sports involve myriad unknowns, but one thing is certain: the live video feed must play flawlessly, and simultaneously, for

The post Here are the engineering lessons we learned when live-streaming sports to 32 million people appeared first on The New Stack.

For most of software’s history, building meant writing code. Not just understanding it, but producing it. The entry point was

The post AI has lowered the barrier to building. Here’s what that means for engineers. appeared first on The New Stack.

Christian Schaller, a Red Hat engineering director and longtime GNOME and Fedora contributor, had a box of old family negatives

The post His scanner wouldn’t work on Linux — so he let Claude study the Windows driver appeared first on The New Stack.

Kubernetes has always relied on agents, just not the kind dominating today’s AI conversations. A controller watches the current state,

The post AI agents vs. Kubernetes: where each belongs in the control loop appeared first on The New Stack.

Welcome to another edition of Road to KubeCon, where we’re tracking interesting movements in the cloud-native and Kubernetes ecosystem as

The post AI agents turn one request into about 20. Kubernetes is evolving to handle it. appeared first on The New Stack.

While enterprise leaders overwhelmingly believe in the promise of synthetic data, adoption lags. As a result, synthetic data has great,

The post Only 34% trust synthetic data’s referential integrity — and it’s holding adoption back appeared first on The New Stack.

Many companies are keen to let employees build their own applications using AI, even those with little or no programming

The post Employees are vibe-coding their own apps. Cloudflare open-sources Void to give IT a handle on them appeared first on The New Stack.

Microsoft is positioning the new Surface Laptop Ultra as an alternative to Apple’s MacBook Pros for creatives and developers —

The post Running local AI models on Microsoft’s Surface Laptop Ultra: What we found appeared first on The New Stack.

Meta launched Muse Wonder on October 12, about three months after Muse Spark 1.1 opened Meta’s paid Model API. Meta

The post Muse Wonder vs. Claude Fable 5.1: Meta’s new model came closer than I expected appeared first on The New Stack.

Every time an AI agent has to trawl Slack threads, Jira tickets and old pull requests to piece together something

The post “Developers are paying frontier prices for amnesia”: Uvi wants to stop the agent relearning brain drain appeared first on The New Stack.

Hackers accessed roughly 1,900 GitHub accounts, then used them to slip credential-stealing workflows into more than 30,000 repositories. The malicious

The post Hackers hijacked 1,900 GitHub accounts. Then they went after 30,000 repos. appeared first on The New Stack.

Vercel is giving developers more options for running their backends on its platform. At its Ship conference in San Francisco

The post Vercel adds always-on workers to run more of your backend appeared first on The New Stack.

OpenAI is retiring four GPT-4 models from its API on January 14, 2027. The deprecation notice the company sent developers

The post OpenAI promised developers six months’ notice. GPT-4o users got three. appeared first on The New Stack.

Meta has launched Muse Spark Open, a new 816B open model (with 42B active parameters) that the company argues is

The post Meta ships Muse Spark Open, its answer to China’s best open-weight models appeared first on The New Stack.

Nvidia on Thursday announced a few new additions to its Nemotron family: Nemotron 3.5 Super VL, a 120B vision-language model for

The post Nvidia squeezed a 74B agent model into 24GB so it can run on your laptop appeared first on The New Stack.

Every company is under pressure to become “an AI company.” Over the past several months, we’ve been undertaking that transformation

The post What it takes to become an AI company: Four lessons from the top appeared first on The New Stack.

Anthropic’s done it again. On Tuesday, Opaque Systems announced a new agreement with Anthropic that “carries Opaque’s work forward.”  Vague

The post Anthropic’s been eyeing confidential AI. It just made its move with another acquihire. appeared first on The New Stack.

AI is making it easier than ever to find potential security vulnerabilities in open source software. But finding something that

The post “Everybody with a $20 account is now a researcher”: How Akrites is tackling the flood of AI bug reports appeared first on The New Stack.