agent-usability

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一条命令在信创内网 GPU 盒上启动编码 Agent——零云上出口、零 SSH 隧道拼装、全量出口调用留痕可审。数据不出境的国企研发，第一次像用云端 runner 一样顺手。

audit-log airgap mtls airtap solo-dev local-llm remote-dev coding-agent egress-proxy xinchuang ai-radar agent-usability local-private-llm no-egress

Reliability grades for MCP servers - behavioral + agent-usability evals you run yourself, in CI.

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