Understanding MCP: A USB-Like AI Extension Protocol
Deep dive into Model Context Protocol (MCP), exploring its extension capabilities in AI applications with USB-like interface design that helps developers boost efficiency.
AI Engineering
Artificial Intelligence engineering, large language models, and intelligent agent applications
Qoder: Alibaba's AI IDE – A Comprehensive Personal Review of Its Capabilities and Future
An in-depth personal experience with Alibaba’s latest Qoder AI IDE, exploring the revolutionary features and future prospects of the Agentic Coding platform.
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.
n8n Deep Dive: Architecture, Plugin System, and Enterprise Use Cases
An in-depth analysis of n8n’s evolution, technical architecture, plugin system, extension methods, and enterprise use cases, evaluating its advantages and long-term investment value as an open-source low-code AI workflow platform.
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.
Building 3D Icons with JSON Prompts: The Power of Structured Prompting
Using the example of generating Jelly-style 3D icons, this article delves into the writing and best practices of JSON Prompts to make your AI outputs more precise and efficient.
WisprFlow Is Overrated: Why I Uninstalled It After a Week
WisprFlow promises efficiency but falls short. Discover my week-long experience and why I uninstalled this overrated AI transcription tool.
Building Your AI Capability Map: I've Launched an AI Resource Library for Developers
I’ve launched a new AI page on jimmysong.io, featuring a curated collection of high-quality tutorials, open-source projects, tools, and products for developers. With bilingual support, tag classification, and GitHub comments, it’s continuously updated to explore the endless possibilities of artificial intelligence.
AWS Kiro First Impression: An AI IDE Focused on Workflow
A hands-on review of AWS’s new AI programming IDE — Kiro, covering its Spec mode, task orchestration capabilities, current shortcomings, and my expectations for its future.