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A comprehensive guide to Vibe Coding's three tool categories: Agent frameworks, CLI Coding, and IDE tools, with practical examples including Snake game and data analysis workbench.
AI Large Language Models for Reverse E…
Learn how AI LLMs revolutionize JS reverse engineering—automating encryption cracking, signature reconstruction, and parameter analysis to boost freelance scraping efficiency by 10x.
LangChain from Beginner to Agent Devel…
A systematic guide to LangChain LLM application development, covering environment setup, core components (RAG, Chain, Memory), and Agent development to help developers master LLM app building.
Doubao + Cursor in Practice: AI-Powere…
Full workflow for using Doubao to generate prompts and Cursor to auto-generate web scraper code. Covers AI chain collaboration, full-stack code generation, and auto-documentation.

5 proven paths to making money independently with Python: automation scripts, AI app development, quantitative trading, tool/course sales, and full-stack web services, with pricing references and practical tips.
TutorialsA detailed review of a complete Python beginner tutorial covering environment setup, core syntax, OOP, web scraping, office automation, and data analysis, with study tips and honest evaluation.
TutorialsA detailed review of a complete Python beginner tutorial covering environment setup, core syntax, OOP, web scraping, office automation, and data analysis, with study tips and honest evaluation.
TutorialsTraditional short-video competitive analysis limits you to 2 accounts per day. With AI tools, complete niche positioning, persona analysis, and business model breakdowns in just 2 minutes using a four-step workflow.
TutorialsHands-on review of 10 AI coding plugins covering Hyperframe animation, Remotion data videos, Figma design, multi-platform development, spreadsheet/PPT automation, and Computer Use for full productivity.
TutorialsHands-on review of 10 AI coding plugins covering Hyperframe animation, Remotion data videos, Figma design, multi-platform development, spreadsheet/PPT automation, and Computer Use for full workflow enhancement.
TutorialsHands-on demo using DeepSeek V4 Pro to reverse-engineer Youdao Translate's sign parameter, from locating MD5 encryption logic to generating complete Python code, compressing hours of work into minutes.
TutorialsLearn how AI automates browser environment patching in web scraping reverse engineering, cutting hours of manual work to minutes, plus market demand and monetization analysis.
TutorialsA detailed guide on how indie developers can use AI tools to build fully automated marketing systems—from MCP research to Skills systems to automated content production and traffic engines.
Industry InsightsFor ordinary people aiming to earn a million, the core skill is mastering traffic. This article breaks down three paths to acquire traffic and how to scale through batch operations.
TutorialsLearn how to use DeepSeek AI to assist JS reverse engineering, cracking Youdao Translate's Sign algorithm via packet capture, breakpoint debugging, dual MD5 analysis, and Python implementation.
Deep Dive into a 198-Hour Python Zero-…
In-depth analysis of a 198-hour Python+AI beginner course: breaking down its structure, learning path, and projects with honest pros, cons, and study tips.
Review of a 648-Episode Complete Pytho…
In-depth review of a 648-episode Python tutorial on Bilibili, analyzing its three-stage course structure, resource quality, and learning effectiveness with practical study tips for beginners.
Building AI Agents with Node.js: Repla…
Learn how to refactor a Node.js AI Agent using Function Calls instead of prompt engineering. Covers tool definition via JSON Schema, the Agent Loop, and key implementation details from analyzing Claude Code.
AI Coding Real-World Test: GPT-5, Gemi…
Real-world test using Cursor IDE: GPT-5, Gemini 2.5 Pro, Kimi K2, and Grok 4 all fail at static web scraping while Claude leads with 126 pages. Deep analysis of why top AI models struggle.
Industry InsightsExploring the data challenges facing hotel sustainability assessment algorithms, including missing AC energy data and degrowth metric quantification, and how web scraping and NLP solutions can help.