KNOWLEDGE NOTES

Knowledge Notes

Explore curated knowledge, course notes and methods, with their existing content and sources preserved.

This index lists complete English editions. Additional Chinese notes and bilingual updates remain available in the Chinese index.

350knowledge notes
Indie Building / Cross-source synthesis

Evolution of the AI Coding Tool Stack (Cross-Author Thematic Synthesis)

Synthesis of 4 schools of perspective on the AI Coding tool stack (2024-08 → 2026-05). Huang Yihe (Cursor shock → v0+Claude+Cursor three-piece suite → Cline self-built MCP → Gemini 2.5 → Claude Code → OpenCode camp) / Wang Kai (product manager path: Cursor $50,000 → Claude Code terminal → disruptive data analysis → hundredfold token consumption) / Xiaohongshu vibecoding (three core mindsets + 0-80 vs 80-100 life-or-death line + Astro Kid 400 million financing) / Lao D (using OpenRouter to connect Claude Code in China without scientific internet access). Covers 4 code retrieval methods / three tiers of Ultra think / Plan Mode / tool stack division of labor philosophy / Vibe Coding cleansing prophecy

AI ProgrammingDevelopment toolsVibe CodingEnglish edition
Indie Building / Newtype

newtype · AI Coding Practice and Tool Stack Evolution

Huang Yihe 2024-09 → 2026-05 AI Coding tool stack practice. Cursor-dominant phase → v0+Claude+Cursor three-piece suite → Cline self-built MCP → Gemini 2.5 large-context codebase scanning → Claude Code main battlefield → Codex/GitHub Copilot/OpenCode + newtype-os multi-Agent orchestration. Vibe Coding experience, AI Coding division of labor philosophy, Cursor internal modes, Ultra think, Plan Mode, Claude Code Sub-agents

AI ProgrammingDevelopment toolsVibe CodingEnglish edition
Indie Building / Cross-source synthesis

Vibe Coding and Independent Development (Cross-Author Thematic Synthesis)

Integration of Vibe Coding and independent development from 5 perspectives. Karpathy (Software 3.0 + definition of Vibe Coding + Iron Man Suit + Agentic Decade) / newtype Lao Huang (6+ practical non-technical independent products + 3 core mindsets on Unit Economics + Vibe Coding cleansing prophecy) / Xiaohongshu vibecoding (three core mindsets + 0-80 vs 80-100 make-or-break line + Ci Le Ge Ci interview + Astro Kid's 400 million financing) / Wang Kai (product manager transition + AI Coding changing collaboration workflows + disruptive nature of data analysis) / **zara Zhang Zala (liberal arts background + Build small + Opinionated products + Build first learn later + Coding ≠ Shipping 70/30 + 4 core mindsets for working with models + Frontend Slides 16k+ stars)**. Covers definition of Vibe Coding, cleansing prophecy, 0-80 vs 80-100 make-or-break line, platformization of Vibe Gaming, and cross-over for liberal arts graduates.

Vibe CodingIndependent developmentAI ProgrammingEnglish edition