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

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Multiverse says its 438B model is fast enough for AI agents. The benchmarks tell a more complicated story. đź”—

A 438-billion-parameter reasoning model isn’t an obvious choice when speed is a priority. Multiverse Computing is betting that compression can The pos [...]

Your next OpenAI API timeout might not be a timeout at all đź”—

OpenAI said Tuesday that its upcoming Astra model is the company’s first to reach the Critical cybersecurity threshold in its The post Your next OpenA [...]

Anthropic’s Claude failures have made agent observability a security priority 🔗

Anthropic aimed to steer its ship into safer, more carefully charted waters this week. The company announced it was improving The post Anthropic’s Cla [...]

Google ships its third Gemini Flash model in six weeks đź”—

Google hasn’t released a Gemini Pro model in a while, but on Wednesday, the company launched yet another set of The post Google ships its third Gemini [...]

Vercel built a feedback loop that treats agent instructions like software đź”—

Vercel ran more than 200 agent runs to build design.md, a new public prompt file designed to help agents create The post Vercel built a feedback loop [...]

Your organization prioritized AI adoption, but you actually need AI fluency. đź”—

Thanks to increasingly capable models, some parts of your business are getting faster, more capable, and more productive every month. The post Your or [...]

Claude Fable 5.1 watermark: It has a blind spot developers can’t ignore 🔗

Anthropic launched Claude Fable 5.1 on Tuesday with a statistical signature embedded in its generated text, but developers shouldn’t expect The post C [...]

Runway wants to generate software as you use it. Solaris is its first step. đź”—

Runway introduced Solaris on Monday, the first model of a new class of AI systems it calls Interface World Models, The post Runway wants to generate s [...]

Anthropic’s Fable 5.1 is a bit cheaper, a bit smarter, and refuses a lot less 🔗

On Tuesday, Anthropic launched the latest versions of its flagship Fable and Mythos models. Anthropic promises that the updated models The post Anthro [...]

Your Mac is now part of Perplexity’s AI infrastructure 🔗

Perplexity wants its AI agents to use more of the computing power already sitting inside a Mac. The company launched The post Your Mac is now part of [...]

GLM-5.3-Flash vs. GLM-5.3: Time and money, not the spec sheet đź”—

I always wonder about the end goal when companies launch products so close together and undercut each other by claiming The post GLM-5.3-Flash vs. GLM [...]

Meta just beat OpenAI and Google at real-time transcription đź”—

Meta’s Superintelligence Labs on Tuesday launched Muse Voice Transcribe, a new real-time speech recognition model that, on some benchmarks, outperform [...]

Vibe-coded apps are the new shadow IT đź”—

Shadow IT used to be a SaaS problem. Someone on the marketing team signed up for a tool, connected it The post Vibe-coded apps are the new shadow IT a [...]

Meta’s Claude Code rival exits beta with three new subscription tiers — and it’s pushing hard on price 🔗

Meta has formally launched Muse Code out of beta, less than a month after first debuting the coding agent. Alongside The post Meta’s Claude Code rival [...]

When agents build, deploy, and maintain, persistence becomes the hard problem đź”—

Every application has always needed a place to keep its state. That is not new. What is new is who The post When agents build, deploy, and maintain, p [...]

SpaceX is in an “enviable position”: why Anthropic is sticking with Cursor as OpenAI cuts access 🔗

OpenAI caused something of a stir over the weekend when it announced plans to cut Cursor’s direct access to OpenAI The post SpaceX is in an “enviable [...]

MCP was supposed to solve the agent tooling problem. It missed a step. đź”—

Connecting an AI agent to a tool is relatively straightforward. Things get more complicated once an organization has hundreds or The post MCP was supp [...]

Google’s new forecasting model beats everyone. You can’t use it at work (yet). 🔗

On Monday, Google launched TimesFM-3, a 330-million-parameter time-series forecasting model trained on over a trillion real-world and synthetic data t [...]

SpaceX designed an orbital Vera Rubin. Radiation comes next. đź”—

SpaceX and Nvidia say they are adapting the Vera Rubin NVL72 rack-scale AI platform for orbital use, with SpaceX targeting The post SpaceX designed an [...]

OpenAI wants to charge only when AI gets it right — here’s the catch 🔗

AI companies have always charged customers for the tokens they use, whether the model gives them exactly what they need The post OpenAI wants to charg [...]

Shai-Hulud: Whoever controls your package registry controls your pipeline đź”—

On September 15, 2025, npm’s registry did something unprecedented: Packages began updating themselves.  No maintainer ran npm publish. No pull The pos [...]

Cut coding agent token use with better tool output đź”—

Before an AI coding agent writes a single line of code, it has already spent tokens. For example, on source The post Cut coding agent token use with b [...]

Anthropic’s Claude fixed all 10 alignment failures. Then it tried to cheat 2.4% of the time. 🔗

Anthropic is putting AI agents to work on one of the field’s hardest problems: keeping other AI systems aligned with The post Anthropic’s Claude fixed [...]

Your agent context needs a development lifecycle đź”—

Skills, agent configurations, prompt instructions, and rules files. These artifacts now determine what your coding agents produce. They shape every Th [...]

DeepSeek’s first vision model vs. Gemini 3.7 Flash: It comes down to spend vs. speed 🔗

DeepSeek released V4 Flash Vision Exp on August 21, its first model that accepts image input. Image input means a The post DeepSeek’s first vision mod [...]

Tide launched Raziel for AI security. It assumes hackers are inside. đź”—

Michael Loewy, co-founder of the Tide Foundation, says the security industry was already losing ground to hackers before AI. Everything The post Tide [...]