从命令到界面
从批处理、分时系统、命令行、图形界面、Web 到移动设备,追踪人与计算机如何从提交任务走向连续操作。

I build AI-native applications, developer tools, and human-centered systems that connect research, interaction, and real-world implementation.
My current question: how can AI become part of human memory, work, research, and everyday thinking?
Human-centered AI, personal systems, and interaction-aware data that can become useful product workflows.
Full-stack prototypes, local AI workflows, and tools that move quickly from idea to real use.
An AI-native personal system that brings together tasks, logs, and long-term memory.
Not a complete stack list, but the tools I keep reaching for while connecting research, product work, and personal systems.
Essays, notes, and devlogs in one stream
从批处理、分时系统、命令行、图形界面、Web 到移动设备,追踪人与计算机如何从提交任务走向连续操作。
当自然语言成为计算入口,人与系统的关系如何从调用预设功能,转向对表达、意图与共同任务的持续解释。
从“交互”、interaction 与日语中的「交互」「相互作用」「インタラクション」出发,追溯交互如何从彼此作用生长为一门设计学科。
从 Agent Harness 与 Codex、Claude Code、Kimi Code 的加载机制出发,讨论 Vibe Coding 中用户级与项目级 Skills 的边界,以及模型变强之后,Skills 还留下什么价值。
A technical overview of this personal site, from Nuxt frontend and content modeling to Nitro backend, media pipeline, build, and hosting.
包含完整命令清单与报错修复细节的 OpenFace2x macOS 安装复盘