[research@ai4se] : ~ $

cat ~/ai4se/README.md

# AI 时代的软件工程分层笔记

## Methodology • Process • Tools • Harmony • Measurement

围绕 AI4SE / Agentic Engineering,记录软件工程在方法、流程、工具、人机协作与效能度量上的系统性变化。

research@ai4se:~ — outline
$ tree ~/notes -L 2
[OK] methodology/ spec-driven/ agentic-engineering/
[OK] process/ workflow-design/ review-pipeline/
[OK] tools/ mcp-protocol/ harness-engineering/
[OK] harmony/ hitl-hotl/ governance/
[OK] measurement/ dora-metrics/ dev-productivity/
 
$ grep -r "Effectiveness" ~/notes
15 draft articles indexed
$ npm run build
[OK] static pages generated from Markdown
 
$

man -k ai4se

dpkg -l | grep ^i

[research@ai4se ~]$ cat /etc/software-engineering.layers
Methodology
layer 1 SDD / Agentic Engineering
Process
layer 2 Loop / Pipeline / Review
Tools
layer 3 MCP / Harness / Automation
Harmony
cross-cut HITL / HOTL / HOOL
Measurement
feedback DORA / SPACE / DevEx
Effectiveness
foundation Quality + Efficiency