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.
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СюжетРакетные удары по Украине:
Qwen3.5-35B-A3B 的表现已超越前代更大规模模型 Qwen3-235B-A22B-2507 及 Qwen3-VL-235B-A22B;
职级落差:比庞若鸣原职位低一级的工程师,年薪通常在77.8万美元左右。