Development Methodology & Culture Hub¶
Systematizing development culture, quality, team management, and methodologies for the AI era. This hub aggregates cross-cutting "AI-native development" philosophy rather than individual technologies or vendor-specific implementations.
📚 Core Articles¶
- Quality Redefinition (Agile vs Waterfall)
- Development Culture & Methodology Overview
- AI Agent Team Management
- Engineer Philosophy & Skill Sets
🧩 Positioning¶
| Layer | This Hub's Focus | Difference from Other Categories |
|---|---|---|
| Strategy/Culture | Development culture, org structure, quality concepts | generative-ai/* covers model/tool-specific implementations |
| Process | AI-integrated development flow | practices/ covers specific implementation patterns |
| Team Operations | Role restructuring, AI collaboration | agents/ dives deep into agent technologies |
🔭 Future Plans¶
- AI-native QA processes
- AI governance / risk management
- AI adoption maturity model