Analysis of Anthropic's Claude Code based on actual usage experience, examining its distinctive strengths and challenges. Proposes practical selection criteria for AI agent tools through comparison with alternatives like Roo Code, focusing on practical value of features like ToDo lists and parallel processing.

An experiential analysis of the structural mechanisms by which bonus systems create organizational debt. Why short-term employee satisfaction leads to long-term organizational rigidity, and how to convey genuine appreciation.

An exploration of the cost structure asymmetry and societal burden created by the proliferation of AI-automated sales calls and emails. Seeking a balance between technology and ethics beyond the zero-sum game of sender efficiency versus receiver burden.

Focusing solely on deliverables causes us to miss the essence. This article explores the importance of 'process evaluation' from a third-party perspective gained through experience as an outside director, and examines the process design required in the AI era.

In an era where communication with AI has become commonplace, this article reconsiders the efficiency of thought expression and information compression value of mathematics and programming. It explores the new significance of structured language from ancient philosophy to modern information theory.

Wadan is not merely a company teaching communication techniques. This article analyzes the structural problem of knowledge-wisdom stagnation in organizations and explains how to create organizations that sustainably generate deep dialogue and creative value through simultaneous intervention in cognitive, power, and system structures.

This article explains how to apply unit economics (LTV/CAC) concepts to talent strategy and build sustainable competitive advantage in knowledge-intensive businesses. Using real examples from an AI training company, it examines the economic rationality of talent investment and long-term growth models.

Based on my experience visiting rural schools as a Ministry of Education Entrepreneurship Ambassador, I examine the problem of role model scarcity facing children in rural areas and propose solutions. This article suggests a sustainable educational model that balances technology with human connection.

An exploration of the social transformation brought by autonomous driving from urban design and lifestyle perspectives. In Tokyo after Level 4/5 implementation, real estate may become 'mobile property,' potentially transforming transportation, housing, and industrial structures from the ground up.

This guide explains how to build an MCP server based on the Model Context Protocol. From environment setup to vector search implementation and debugging, it provides a practical guide for freely extending AI agents.

Social media and algorithms trap us in echo chambers where we 'only see what we want to see.' This article explains why recognizing this phenomenon is essential for the future of education and society.

Exploring the potential and value of mutual teaching culture from the perspectives of educational economics and learning science. From examining the effectiveness of adult learning to the new educational models required in the AI era, this article designs a future educational ecosystem where 'everyone teaches, everyone learns' based on empirical research.