# From Data Sketches to Data Universe: The Dawn of an Investment Research Cognitive Revolution
> While all investors focus on Moutai's ROE, the real Alpha is hidden in signals swallowed by data gaps
...
# How to Use Claude Code Well: Abstract First, Then Details - Using Plan Mode to Achieve Divergence to Convergence Thinking Closed Loop
## 🧠 AI Programming's Thinking Trap: Why You're Always Stuck i...
# Industry and Stock Report Gaps: How AI Fills Investment Research Cognitive Blanks
> The more refined the division of research reports, the more severe the cognitive blind spots: when you're reading...
# LLM's Fatal Flaw: Amnesia Tests Architecture Skills
## 🧠 AI's Biggest Lie: I Remember Everything
The most terrifying thing about large language models isn't their intelligence issues, but their m...
# Architecture as Code: How to Tame AI with Systematic Thinking
## 🧠 The Ultimate Dilemma of AI Programming: Are You "Using AI" or "Being Used by AI"?
Most people fall into a paradox in AI programm...
# Vibe Code: The New Era of Programming for Everyone, A Complete Record of Building a Mini Program in 2 Weeks
## 🚀 Programming is Dead, AI is King: Learning Programming Now is Like Learning Assembly...
# Prompt Engineering as Architecture: Don't Let AI Fall Into Over-Engineering Traps
## 🎯 The Ultimate Paradox of AI Programming: The Smarter You Are, The More Complex Your Code Becomes
In AI progra...
# Refactoring Nightmare: Mastering Context Management is the Key to Vibe Coding
## 🎯 The Ultimate Pain Point in AI Programming: Why Your Code is Always Stuck in "Refactor-Crash" Cycles
In AI progra...
# AI Loves to Be Lazy and Deceive? 4 Ways to Identify the 2 Major Pitfalls of AI Programming
## 🎭 AI is Not a Perfect Assistant, It Has Its Own Flaws
Working with AI for programming is like working...
# AI Says Backward Compatible? Be Careful! Degraded Code is a Maintenance Cost Disaster
## 🚨 The Biggest Trap in AI Programming: The Temptation of Backward Compatibility
In AI programming, I've obs...
# KISS Principle + Let It Crash: The Golden Rules of AI Programming
## 🎪 The Biggest Trap in AI Programming: The Temptation of Complexity
AI has a natural flaw: it loves to show off. When you give ...
# Claude Code Revolution: AI Gains Autonomous Interaction with Programming Environment
## 🚀 Third Revolution in Programming Paradigms: From Manual Coding to AI-Autonomous Programming
The programmin...
# Token Economics in Practice: How to Save 90% of AI Programming Costs
## 💰 Hidden Costs of AI Programming: Is It Really Worth It?
AI programming is powerful but also expensive. During the 2-week d...
# AI Programming's Fatal Weakness: Why Python Made My Collaboration with AI a Nightmare
## 🧠 The Biggest Enemy of AI Programming: Dynamic Types' Cognitive Collapse
When you partner with AI to write...
# The Difference Between Serious Products and Toys: Eliminate AI's "Try-Try-Try-Fallback" Mindset, Do Real Product Development
## 🚨 The Most Dangerous Mentality in AI Programming: Developing Serious...
# Build Mini Program in 2 Weeks, AI Programming Makes Everyone a Developer
## 🚀 Programming is Dead, AI is King: Learning Programming Now is Like Learning Assembly 10 Years Ago
Ten years ago, if yo...