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

Claude Code Workflows (Cross-Author Thematic Synthesis)

A synthesized rewrite of Claude Code workflows from the perspectives of 7 authors: Cal Rueb (Anthropic internal engineer)/ Wang Kai (independent developer with a multi-device matrix)/ Huang Yihe (main battleground of tool stack evolution)/ Cat Wu (Anthropic PM Head for Claude Code)/ Lao D (non-programmer zero-code user)/ Xiaohongshu vibecoding (skill-based creative applications)/ **zara zhangzala (liberal arts background + Co-founder mental model + Feishu CLI + OpenAI Realtime + Cut features before shipping)**. Covers core positioning, Agentic Search vs RAG, multi-layer CLAUDE.md configuration, Permission/Hooks, three Think Hard levels, Sub-Agent philosophy, Skill system, explicit divergences, and implementation choices.

AI Programming WorkflowsDevelopment toolsAgent CollaborationEnglish edition
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 / Newtype

newtype Tool Stack: Oh My OpenCode Customization + newtype CLI Multi-Agent Team

Complete documentation for two core CLI tools built by newtype. The Oh My OpenCode customization guide (1,729 lines) covers two approaches (configuration files versus forking the repository), Chinese-localized names for 10 agents (for example, Sisyphus → Xixifusi and oracle → Shenyuzhe), automated Perl replacement scripts, GitHub Release versus npm deployment, the SUL-1.0 license, and an eight-step walkthrough. The newtype CLI multi-agent content team covers the nt binary, eight specialist AI agents (researcher/writer/editor/fact-checker/extractor/analyst/archivist/chief), eight core commands (research/write/edit/fact-check/analyze/extract/archive/pipeline), JSON envelopes and NDJSON streams, four exit codes, and 12 analysis frameworks. This is the OpenCode-side tool stack complementing [[newtype-claude-code-best-practices]].

Development toolsCLI ToolsMulti-AgentEnglish edition