[Super-Mega Edition] Vibe Coding Success Guide Part 1: 4 Project Levels and ‘Prompt Survival Kit’

[Super-Mega Edition] Vibe Coding Success Guide Part 1: 4 Project Levels and ‘Prompt Survival Kit’ “Build apps without knowing how to code” is a magical promise—but why is your project stuck in the same place for a month? Understand the clear limits of Vibe Coding and discover the strategies of the ‘Top 1% Orchestrators’ who … Read more

[Super-Mega Edition] Vibe Coding Success Guide Part 2: Escaping the Loop — Solving Memory Limits and Logic Drift

[Super-Mega Edition] Vibe Coding Success Guide Part 2: Escaping the Loop — Solving Memory Limits and Logic Drift “I fixed it, but why did it break again?” “The AI just forgot the promise it made a moment ago.” These desperate loops encountered in Level 3+ projects—are they AI intelligence issues, or a problem with your … Read more

[Vibe Coding Series #5] The Future of Alpha: Orchestrating an Elite Agentic Army

**Strategic Summary:** “Code is no longer written; it is directed.” In this series finale, we recap the 72-hour journey of building the **US Market Analyzer**, reveal the full source code, and explore the vision of the **Solo Quant**—a single expert leading an army of AI agents to dominate the newinference era. 1. The Retrospective: A … Read more

[Vibe Coding Series #4] Fortress Protocol: Risk Management in the Agentic Development Era

**Strategic Summary:** Trust is the most expensive asset in finance. When building with AI, how do you know the code is safe? In this part, we explore the **Fortress Protocol**—my rigorous verification framework designed to catch AI hallucinations and ensure your digital infrastructure is built like a vault. 1. The Strategy: Defense-in-Depth for AI Code … Read more

[Vibe Coding Series #1] Financial Expert’s Vision: Why I Traded Manual Syntax for Strategic Orchestration

**Strategic Summary:** In the high-velocity world of quantitative finance, time is not just money—it is **Capital Efficiency**. This opening part explores why I transitioned from traditional development to ‘Vibe Coding’ to build the **US Market Analyzer**, and how this shift represents the future for solo quants and institutional-grade builders. 1. The Paradigm Shift: Automation as … Read more

Masterclass #30: Behavioral Finance in Data – Quantifying Human Irrationality

The ultimate alpha is not found in spreadsheets, but in the flaws of the human brain. While others look for logic, the Vibe Coder looks for bias. Real profit comes from knowing exactly when the crowd is wrong, and why. 1. Executive Summary: The Alpha Synthesis In the markets of 2026, where AI agents execute … Read more