VibeBlog Posts

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.

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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.

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