Katoshi's Research Notes
Research notes by a Software Engineer/System Architect/Ph.D. in Engineering. Exploring the mechanisms of life's origins, essence of life phenomena, and structures of intelligence and society through software development experience.
Latest insights on AI, software development, and thinking methodologies.
Latest Articles
Latest insights on AI, software development, and thinking methodologies.
Towards an Era Without Walls: Creating a 30-Language Blog Site
Aug 24, 2025
This article details the creation of a 30-language blog site using generative AI, specifically Google's Gemini. The author, a system engineer, describes a system built using the Astro framework that ...
Development-Driven Development and Refactoring-Driven Testing
Aug 19, 2025
This article introduces "Development-Driven Development" and "Refactoring-Driven Test," two novel approaches to software development leveraging generative AI. Development-Driven Development focuses o...
Time Compression and Blind Spots: The Need for **調速** (Speed Regulation)
Aug 16, 2025
The article discusses the accelerating pace of AI technological progress, creating a "Chronoscramble Society" where individuals' perceptions of time and technological advancement differ significantly....
GitHub as an Intellectual Mine
Aug 15, 2025
This article proposes GitHub's evolution into an "Intellectual Mine," a central repository for various documents beyond software code, serving as raw material for "Intellectual Factories." These fact...
Idea Gestalt Collapse
Aug 14, 2025
The article introduces "Idea Gestalt Collapse," a phenomenon where overanalyzing a concept leads to its breakdown. Using the example of a "chair," it argues that focusing on functionality, relativity...
Intellectual Crystals: Between Intuition and Logic
Aug 14, 2025
The article explores the disconnect between intuition and logic, arguing that intuitively felt truths should have logical explanations. It introduces the concept of "intellectual crystals" – underlyi...
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Research and thoughts documented since 2025
Last Updated: August 24, 2025