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One sentence changed Claude Code’s overreach rate from 0% to 17.1%

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

The New Stack10/1912 分钟阅读站内导读

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The New Stack10/19

DeepSeek made its name with cheap AI models. Now it’s undercutting search API rivals, too.精选导读

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

27 分钟68#容器平台#AI#AI Agents
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Cloudflare Blog10/19

Beyond the patch: Protecting your NetScaler gateway against future vulnerabilities精选导读

CVE-2026-88771 lets attackers run commands on NetScaler Gateway before anyone signs in. Patching takes time most teams don't have, so the sign-in decision has to move in front of the vulnerable code.

30 分钟59#边缘网络#Cloudflare Access#Security
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The New Stack10/19

The distroless security gap: Why bottom-up containers are the next evolution in OCI images精选导读

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

19 分钟68#容器平台#Cloud Native Ecosystem#Containers
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CNCF Blog10/19

How AI workloads are reshaping Kubernetes autoscaling精选导读

Kubernetes has quietly run much of the world’s containerized software on a division of labor between two control loops that rarely had to talk to each other. The scheduler places each pod on a node that...

23 分钟48#Kubernetes#可观测性#Blog
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The New Stack10/18

Gemini 4 Argon vs. Claude Opus 5.5: Half the price and about half as accurate精选导读

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

17 分钟63#容器平台#AI Models#Large Language Models
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The New Stack10/18

Liquid AI caught its model cheating on coding tests — then it recognized the sandbox精选导读

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

10 分钟63#容器平台#AI Agents#AI Engineering
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The New Stack10/18

Scale isn’t one number: three ways a Kubernetes control plane runs out of room精选导读

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

21 分钟63#容器平台#Cloud Native Ecosystem#Kubernetes
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The New Stack10/17

Here are the engineering lessons we learned when live-streaming sports to 32 million people精选导读

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

26 分钟57#容器平台#Backend development#Data Streaming
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The New Stack10/17

AI has lowered the barrier to building. Here’s what that means for engineers.精选导读

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

13 分钟57#容器平台#AI#Platform Engineering