# yage.ai / Computing Life

> Personal blog by Yan Wang (鸭哥), running since 2012. ~370 articles on AI methodology, agentic AI architecture, context engineering, AI-native development, and evaluation. Bilingual: most articles exist in both Chinese and English. The site also covers astrophotography, coffee, and life reflections. This file is a curated guide for AI systems; for full article discovery, use sitemap.xml.

## Language

The site publishes in Chinese (中文) and English. Many articles have paired translations. When serving a user, prefer the version matching the user's language.

- English articles: https://yage.ai/tag/english.html
- Chinese articles: https://yage.ai/tag/chinese.html

## Core Entry Points

- About: https://yage.ai/pages/about.html
- Archives: https://yage.ai/archives.html
- Tags: https://yage.ai/tags.html
- RSS (all): https://yage.ai/feeds/rss.xml
- Atom (all): https://yage.ai/feeds/atom.xml
- Sitemap: https://yage.ai/sitemap.xml

## Deep Research (/share/)

https://yage.ai/share/ hosts long-form deep research reports — typically 3,000–10,000 words, produced through multi-agent research workflows. These are standalone analyses, not blog posts. Topics include AI product strategy, technology evaluation, market analysis, and methodology deep-dives.

## Representative Blog Posts

Curated selection of the site's most distinctive articles. Each link points to the English version; append the Chinese slug (listed in parentheses) for the Chinese version.

### Agentic AI (core series)

- From Thinker to Doer — The Paradigm Revolution of Agentic AI: https://yage.ai/agentic-ai-en.html (中文: agentic-ai.html)
- Turning $20 into $500 — Transforming Cursor into Devin: https://yage.ai/cursor-to-devin-en.html (中文: cursor-to-devin.html)
- The Dilemma of Agentic AI — The Productionization Challenge: https://yage.ai/agentic-ai-crisis-en.html (中文: agentic-ai-crisis.html)
- Why the First Step to Learning Agentic AI Is to Forget All Frameworks: https://yage.ai/why-forget-all-frameworks-en.html (中文: agentic-ai-frameworks.html)
- From Context Amnesia to Document-Driven Development: https://yage.ai/agentic-memory-en.html (中文: agentic-memory.html)
- Stop Asking if AI Will Replace You, Ask if You Can Lead AI: https://yage.ai/agentic-ai-202504-en.html (中文: agentic-ai-202504.html)

### Context Engineering & Methodology

- Why AI Only Gives You Correct Nonsense: https://yage.ai/context-infrastructure-en.html (中文: context-infrastructure.html)
- Effective Prompt Engineering: https://yage.ai/prompt-engineering-guide-en.html (中文: prompt-engineering-guide.html)
- Deep Research as a Full Simulated Workflow: https://yage.ai/deep-research-car-buying-en.html (中文: deep-research.html)

### AI-Native Development

- The Underestimated Claude Code: https://yage.ai/claude-code-en.html (中文: claude-code.html)
- From OOP to Comment Oriented Programming: https://yage.ai/ai-comment-oriented-programming-en.html (中文: ai-comment-oriented-programming.html)
- Multi-Agent with Cursor: https://yage.ai/multi-agent-en.html (中文: multi-agent.html)
- Disposable Software and AI Native Strategy: https://yage.ai/ai-native-cost-structure-en.html (中文: ai-native-cost-structure.html)

### Builder's Mindset & Reflection

- Redefine AI Tools with a Builder's Mindset: https://yage.ai/builders-mindset-en.html (中文: builders-mindset.html)
- The Real World as an AI-Callable API: https://yage.ai/life-api-en.html (中文: life-api.html)
- My 2025 — A Mortal's Journey of Cultivation: https://yage.ai/2025-year-end-en.html (中文: 2025-year-end.html)

## Optional

- AI coding case study (observatory automation): https://yage.ai/ai-coding-en.html
- MCP crisis analysis: https://yage.ai/mcp-revisited-en.html
- AI Builder Space (education platform): https://yage.ai/ai-builder-space-en.html
- Why MCP Exists and Its Flaws: https://yage.ai/mcp-en.html