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。

One MCP server used 18,000 tokens before doing anything. Here’s the workaround.
Pi spent much of the past year leaving MCP out of its coding agent, even as the protocol became standard

Developers are secretly hoping OpenAI fails to ship this month
OpenAI’s 28-day Codex shipping sprint has its first result, which means subscribers hoping for a free usage reset will have
14 分钟 · The New Stack
OpenAI brings text watermarking to its API — and unlike Anthropic, it’s off by default
OpenAI has announced that developers can now opt in to watermarking text generated through its API, as the company extends
17 分钟 · The New StackLATEST STORIES
最新内容
Dynatrace wants its AI agents to fix problems instead of adding alerts精选导读
Dynatrace sells software that monitors companies’ apps and infrastructure and wants its AI agents to make engineers’ jobs easier. An
The AI safety check that runs on a laptop and nearly matched a 35B model精选导读
Guardrail selection has typically meant choosing between a purpose-built classifier and an LLM acting as a judge. Decision models such
XCOR launches to trace outages in minutes. It still pages engineers.精选导读
Palo Alto Networks introduced a new approach to AI-driven observability last week, signaling a shift from dashboards and manual incident
Agents have made CI the bottleneck. Faster pipelines are the wrong fix.精选导读
Three posts landed in September that I think engineering leaders should read together. Anthropic’s engineering team wrote that their continuous
AI is speeding up exploits. Vulnerability spreadsheets can’t keep up.精选导读
Artificial intelligence has changed almost every aspect of software development and cybersecurity. But perhaps one of the most profound changes
Anthropic’s answer to Dots and Muse is already inside Claude精选导读
I’m Matt Burns, Chief Content Officer at Insight Media Group. Each week, I round up the most important AI developments,
GitHub’s advice for its new Copilot feature is to try something else first精选导读
GitHub launched computer use in public preview on Thursday, giving Copilot CLI and its desktop app the ability to operate
What Kubernetes’ “monolith” lesson means for AI agent harnesses精选导读
Welcome to another edition of Road to KubeCon, your source for everything Kubernetes and cloud-native as we count down the
“No reason why everyone should have an identical Claude experience”: Anthropic’s mods let you change Claude Code’s look and behavior精选导读
Developers have long been able to customize Claude Code to their preferences, via settings, persistent instructions in CLAUDE.md, hooks, and








