一、原问题与场景：容器化只做了一半 原文用 multi-stage Dockerfile 把 Code Runner MCP Server 打包成镜像，builder 阶段 npm install + npm run build ，runtime 阶段 apk add python3 go php ruby 预装多语言解释器，最后用非 root 用户 mcpuser 启动 node ...
跑 gemstuffer_scan.rb 时，别急着执行待检 gem，先让脚本把 .yardopts 的 --load、安装期命令、网络访问、Docker 出网和 CI 风险抽成 JSON。随后用 Ruby 审计 Agent 按严重、高、中、低聚合研判，把文本命中转成可复核结论。Key 在 TaoToken 创建，环境变量统一注入，Claude Code、Codex、CC Switch 和 CI ...
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Microsoft's latest weekly VS Code release makes its AI-assisted publishing process explicit while adding Dev Container agent sessions, expanded Codex support and automated session cleanup.
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Telegraph Sport runs the rule over Cheltenham showpiece’s 10 best winners after death of Willie Mullins-trained superstar ...
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