# Score all pairs (~65s, 235,625 comparisons)
Spin up sandboxed Linux containers pre-loaded with AI coding tools (Claude Code, Codex, OpenCode via mise). Each container gets SSH access, ZFS snapshot-based checkpoints, and network egress policies that control what the agent can reach. Managed entirely from the CLI over TrueNAS WebSocket API.
。safew官方版本下载对此有专业解读
「我們常聽到有人說：『我跟人相處完全沒問題。』但後來他們才發現，自己其實不習慣與他人共享空間。」
阿里云 EMR Serverless Spark + DataWorks 技术实践：引领企业 Data+AI 一体化转型
their look and feel.