Anthropic found a way to prove which AI model answered you — but there’s a costly catch 🔗
Developers using AI APIs have little way of knowing whether the model answering their requests is actually the one they’re The post Anthropic found a [...]
The New Stack | DevOps, Open Source, and Cloud Native News
Posts
Render just removed its AI sandbox time limit — and Vercel still has a 24-hour cap 🔗
Render is taking on Vercel with AI sandboxes that can run indefinitely, along with new tools for managing long-running agent The post Render just remo [...]
Fortra says AI could save file transfer admins up to 160 hours a year 🔗
Fortra makes software that moves files between companies on a schedule and says AI could give admins back up to The post Fortra says AI could save fil [...]
“Signing in to your company’s plugins one by one is annoying”: Anthropic’s fix puts Claude in the identity business 🔗
Anthropic is now letting businesses automatically connect employees to approved Claude plugins, saving staff from having to sign in to The post “Signi [...]
A developer opened Postman. Then two AI coding agents changed without their permission. 🔗
A developer says Postman’s desktop app installed plugins into Claude Code and OpenAI Codex without their permission. The app also The post A developer [...]
Can agent standards keep up with the companies building them? 🔗
Mazin Gilbert, executive director of the Linux Foundation’s Agentic AI Foundation, left Google earlier this year to lead the new AAIF, The post Can ag [...]
Goldman Sachs restricted Claude Code for bankers — but made one surprising exception 🔗
Replit CEO Amjad Masad is warning that AI coding agents running on employee devices are becoming a security risk for The post Goldman Sachs restricted [...]
Anthropic speeds up Claude Code with message threads. But your token bill stays the same. 🔗
Anthropic has announced a new feature that aims to speed up long-running Claude Code sessions by reducing the amount of The post Anthropic speeds up C [...]
OpenAI built itself a new Git backend, too 🔗
OpenAI on Monday detailed how it built a new Git backend for its monorepo to power the ever-increasing number of The post OpenAI built itself a new Gi [...]
Developers are downgrading their AI on purpose — and it’s working 🔗
Anthropic has confirmed that it added new restrictions to Claude Code to prevent users from recreating existing video games. But The post Developers a [...]
Your AI coding agent now runs on a budget — and it can cut you off mid-task 🔗
The days of pointing an AI agent at a backlog and letting it burn through compute without much oversight may The post Your AI coding agent now runs on [...]
Canva’s new design model doesn’t generate images. It writes code to edit them. 🔗
Australian graphic design software company Canva took the wraps off Canva Brush last week, its new vision-language model for designers. The post Canva [...]
OpenAI’s new shared usage limit pits ChatGPT against Codex 🔗
OpenAI has revealed plans to combine usage allowances across ChatGPT and Codex, as part of a broader effort to integrate The post OpenAI’s new shared [...]
Open-source security in the AI exploit era: Patch without changing a thing 🔗
Here’s how a vulnerability in a popular open-source library plays out in 2026: A maintainer merges a fix and publishes The post Open-source security i [...]
A step-by-step guide for how to kill the line-by-line code review 🔗
Agents verify; people decide. Most teams running AI code review today have it the other way around. They point a The post A step-by-step guide for how [...]
The context problem: How Docusign built agents that understand the business behind contracts 🔗
Ask a general-purpose language model to summarize a contract, and it will probably do a reasonable job. Ask it to The post The context problem: How Do [...]
Five years after the fork, OpenSearch is slowly stepping out of AWS’s shadow 🔗
OpenSearch has come a long way since Amazon Web Services first announced the project back in January 2021, in response The post Five years after the f [...]
Developers ask AI which tool to use. Here’s how we track the answer. 🔗
We asked Claude “Which CMS platforms support MCP integration?” It searched the web and put Webflow in its first group, The post Developers ask AI whic [...]
Amazon CEO predicts 6 to 8 AI models will be ‘good enough’ for almost everything 🔗
Amazon CEO Andy Jassy expects the frontier AI model race to produce several competitive models rather than a single winner, The post Amazon CEO predic [...]
Shielding the patch gap: The exploit doesn’t wait for Patch Tuesday 🔗
Four years after Log4Shell became one of the most consequential vulnerabilities in software history, vulnerable instances of the library are The post [...]
GPT-6.1 Terra vs. Claude Opus 5.5: Cheaper and faster in three tests at max effort 🔗
OpenAI launched GPT-6.1 Terra on October 26, and included two direct comparisons with Opus 5.5 in its marketing materials. It The post GPT-6.1 Terra v [...]
Anthropic just removed one of Claude’s biggest usage limits — but not for everyone 🔗
Claude Code users on Anthropic’s $200 plan will no longer face a rolling five-hour usage cap, provided their accounts are The post Anthropic just remo [...]
Busy GPUs can hide slow AI inference on Kubernetes 🔗
A Kubernetes cluster can be healthy while the AI service running on it disappoints users. A model might return its The post Busy GPUs can hide slow AI [...]
What worries Entire co-founder Thomas Dohmke about the future of tech? 🔗
Former GitHub CEO Thomas Dohmke is taking on his old company. His startup, Entire, launched a GitHub alternative this week, The post What worries Enti [...]
Kubernetes just formed a workload conformance group. Here’s why it matters for AI teams. 🔗
Welcome to the final edition of Road to KubeCon, where we track the Kubernetes and cloud-native ecosystem each week on The post Kubernetes just formed [...]
GPT-6.1 Terra vs. GPT-6 Astra: One sacrifices accuracy for lower cost and higher speed at high effort 🔗
OpenAI released GPT-6.1 Terra on October 26, marketing it as a cheap, fast model for high-volume everyday work, priced at The post GPT-6.1 Terra vs. G [...]