The New Stack
91 件10月22日（木）
PHP’s security scramble is just a preview: AI is digging up flaws faster than maintainers can fix them
One of the biggest security scares to hit the web is causing widespread disruption, prompting businesses, hospitals, schools, and government…
DeepSeek V4.1-Flash-1017 vs. Claude Haiku 5.5: More accurate at a fraction of the price
DeepSeek released V4.1-Flash-1017 on October 17 as an update to its Flash model. Its change log says the update cuts task runtime and output…
AI agent security is a lifecycle — not a gatekeeper
Enterprise security has traditionally operated on a relatively straightforward premise: establish identity, authenticate the requester, dete…
Google turns the infrastructure behind Gemini’s agents into a cloud service
Google will soon make the infrastructure that powers its Gemini agents available to Google Cloud users in preview.
10月21日（水）
AI found flaws in the code behind 70% of the web. The fix took two months.
PHP powers roughly 70% of the world’s websites, according to Wiz Research, so a flaw in its core engine affects much more than any single ap…
Amodei says Anthropic’s safety delay may have cost it an AI lead
Anthropic first released Mythos-class models in February 2026, but CEO Dario Amodei said it delayed broader access until June to build stron…
From feral to fiduciary: making AI agents serve your interests
Tech leaders face a dilemma as they prepare to put AI agents into production. They want the higher productivity and lower costs that AI agen…
AI sped up coding. Sonar instills confidence with verification.
AI coding tools can produce a striking burst of productivity — but the initial surge may not last. A Carnegie Mellon study of public reposit…
Nvidia bets open models can give enterprise AI agents the context they’re missing
Every enterprise company is currently trying to figure out how to have its AI tools work with its data. Meanwhile, every major enterprise ve…
Nvidia wants AI factories built in real factories
Nvidia wants new AI capacity to show up at the data center fully built. At its GTC Berlin conference on Wednesday, the company introduced DS…
10月20日（火）
Respan spent two years building on LiteLLM. One upgrade made it start over.
Respan released an open-source AI gateway written in Rust on Tuesday, after spending two years building more than 100,000 lines of wrapper c…
“We are not forking TypeScript”: Cloudflare spearheads Rust port written by agents, for agents
Cloudflare is going all-out to ensure that AI coding agents can check their work without exhausting available computing resources, leading a…
Assess the entire inference stack — not just open model benchmarks
Impressive benchmark results should make it easy for engineers to select the right open model for the outcome they are tasked with developin…
Your Kubernetes dashboard is green. Your users are seeing red.
In cloud-native operations, few scenarios are as maddening as the “phantom slowdown.” This happens when Grafana or Kubernetes dashboards sho…
ElevenLabs wants to run your voice agent. Here’s what developers give up.
ElevenLabs launched Eleven Realtime on Tuesday, introducing two managed voice-agent models, Mini and Max, that integrate speech recognition,…
Scripted tests can’t keep up with AI-written code. Datadog is betting agents can.
Nearly a year into the agentic coding explosion, many teams now use AI to write software as their de facto approach. As a result, Anthropic’…
How to review AI code without reading the code
The argument over whether engineers should stop reading code is over, because we already have.
DeepSeek open-sources the inference engine behind its API. And Huawei gets equal billing with Nvidia.
DeepSeek has open-sourced the inference engine it uses to serve its models in production, a step it said last year wasn’t yet practical.
Beam pulls single app windows off the Mac Mini running your agents
Beam is a new Mac app that takes a window running on one Mac and puts it on another, where it behaves like a locally installed app. Why? Age…