资讯与观察· 容器平台
AI 行业动态、工程实践、产品方法和社区故事。
Your AI agent just provisioned a resource. Who owns it?
The environment has thirty-four resources, including a VPC, subnets, an RDS instance, and a load balancer that hasn’t seen any
The audit log says my name: what an agent inherits when you hand it your credentials
I measured what an AI agent actually holds when it authenticates as me. Authentication turned out to be a token
30 分钟 · The New Stack
AI data lakes are driving new storage demands
The frenetic pace of AI development is challenging data center design and operational paradigms. The twin pillars of hyperscale computing
21 分钟 · The New StackLATEST STORIES
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The API tax: Why AI agents stall without infrastructure context精选导读
Enterprises continue to face an autonomous cloud bottleneck that breaks autonomous operations and leads to failure. This architectural flaw leaves
AI changed how you respond to incidents. Your tabletops haven’t caught up.精选导读
Tabletop exercises answer one question: when something breaks, will the people responsible for fixing it do the right thing, in
Claude Sonnet 5.5 vs. Opus 5.5: 42% cheaper and perfect on every run精选导读
Anthropic launched Sonnet 5.5 six days after Opus 5.5. The company says it scores 70.6% on Terminal-Bench 4.0, ahead of
Building scalable, agent-friendly APIs for AI applications精选导读
Nowadays, most of us interact with frontier AI models in a structured way, even if we do not always think
Redis by proxy: Percona targets the last major hurdle to Valkey adoption精选导读
When Redis changed its licensing in 2024, replacing its permissive BSD license with proprietary, source-available alternatives, it prompted a major
OpenSSH 10.6 deliberately breaks two features in the name of security精选导读
OpenSSH 10.6, released Tuesday, makes compression less effective and rejects some usernames that previously worked, and the maintainers knew both
Claude’s cyber safeguards are getting more flexible — but not for everyone.精选导读
This week, Anthropic announced an expansion of its Cyber Verification Program (CVP), breaking access into three use case–based tiers and
Decision models are suddenly everywhere. OpenAI’s is now public.精选导读
This week, OpenAI opened its Decisions API to public beta and added image inputs to make fast decisions from visual
Kubernetes won the orchestration wars. Its teams are still fighting.精选导读
Kubernetes won the container orchestration wars. The CNCF reports that 82% of container users run Kubernetes in production. Despite its