VibeBlog Posts

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

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

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.

Read more →
Comprehensive Comparison of Multi AI Agent Frameworks: Choosing the Right Multi-Agent System

Comprehensive Comparison of Multi AI Agent Frameworks: Choosing the Right Multi-Agent System

An in-depth comparison of seven mainstream multi-agent frameworks (AutoGen, LangGraph, CrewAI, AgentMesh, AutoAgent, InfiAgent, MAS²), analyzing from multiple dimensions including architecture patterns, collaboration methods, and development approaches to help developers choose the most suitable framework based on actual needs.

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

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

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.

Read more →