它以一个干净、注重隐私的开源模板形式，让用户能快速搭建可复现的 Windows 本地 AI 工作台，并提供安装器、自检脚本、MCP 健康检查和明确的公共/私有数据分离约定。
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Harness Engineering is a methodology for improving coding agent outputs by carefully crafting the environment around them—providing curated context, tools, and executable constraints that encode an organization’s nonfunctional requirements and cumulative lessons.
A 28.9 million parameter language model runs on an $8 ESP32-S3 microcontroller entirely on-device, generating simple stories at about 9.5 tokens per second.
mimic captures traffic from any iOS or web app and automatically generates a Python client library that lets you call the app's API like a regular library.
