AI Column

In the AI Column, I document and share the latest explorations and practices in AI applications. AI is transforming various industries, from intelligent assistants to autonomous driving, and each advancement is exciting. Recently, I’ve been particularly focused on the application of Envoy Gateway, exploring its potential in AI systems. Join me in exploring the limitless possibilities of AI.

Technical Evolution: From Big Data to AI Agents

A comparative analysis of stream data processing in the big data era versus today’s AI-native agent workflows, featuring case studies and trend insights from Dataiku, IBM StreamSets, and n8n. Explores technological evolution and convergence.

Panoramic Comparison and Analysis of Open Source AI Agent & Workflow Platforms

A comprehensive analysis of open source AI Agent and workflow platforms including Coze Studio, Coze Loop, n8n, Dify, FastGPT, RAGFlow, LangGraph, and Fabric. The comparison covers functional positioning, ecosystem extensibility, self-hosting capabilities, license restrictions, and community activity, with a focus on reference criteria for long-term platform investment.