Tag: AI Development

The Chaotic Era of AI Development: Digital Transformation Opportunities for Traditional Industries

12/11/2025

Exploring how AI is changing development efficiency, enabling developers with clear logic and rich experience to complete work that previously required massive technical resources at minimal cost. Analyzing the digital transformation opportunities and challenges traditional industries face in this chaotic era, and how to effectively use AI tools to seize opportunities.

The Core Principle of AI-Assisted Development: Verification Cost Determines Applicability

12/2/2025

Exploring the core limitations of AI-assisted development: the ambiguity of natural language leads to cumulative errors. Proposing the 'Verification Cost Principle': you can only build solidly within the scope where you can verify AI output correctness with minimal time cost. Using the VibeBlog project as an example to analyze which parts best fit the low verification cost principle.

AI Development Development Philosophy Efficiency Best Practices VibeBlog