#AI Bot development
4372 related articles
Tutorials·3 min
Enterprise AI Agent Four-Layer Architecture Design and PDCA Continuous Optimization Practical Guide
Deep dive into enterprise AI Agent four-layer architecture design (User, Gateway, Agent Service, Capability layers) with PDCA optimization methodology and dual manual+automated evaluation for production-grade Agent systems.
Read more →
Tutorials·2 min
Frontend to AI Full-Stack: Complete Skill Tree & Learning Roadmap
A complete skill tree for frontend developers transitioning to AI full-stack engineers, covering TypeScript, NestJS, LangChain JS, RAG, vector databases, and Tauri 2 with a clear learning roadmap.
Read more →
Product Reviews·2 min
ChatGPT Voyager: A Browser Extension That Solves Conversation Management Pain Points
ChatGPT Voyager is a Chrome extension offering timeline navigation, pin markers, file type indicators, and more to help heavy ChatGPT users efficiently manage conversations and navigate long responses.
Read more →
Tutorials·3 min
Agent Loop Explained: Solving Code Refactoring Pain Points with the ReAct Pattern
Deep dive into Agent Loop, the core mechanism of AI coding tools. Learn how the ReAct pattern's reason-act-observe cycle enables autonomous multi-step code refactoring.
Read more →
Tutorials·2 min
Running Out of Codex Credits? AnySearch Skill Saves You Massive Token Overhead
Real-world testing shows AnySearch Skill saves ~27% Token overhead for Codex while significantly improving search quality. Learn how it works, how to install it, and when to use it.
Read more →
Deep Dives·3 min
Getting Started with RAG: A Complete Guide from LLM Hallucinations to Retrieval-Augmented Generation
A deep dive into RAG (Retrieval-Augmented Generation) technology, covering LLM hallucinations, data staleness, and limited expertise, plus RAG workflows, core components, and LangChain learning paths.
Read more →
Tutorials·3 min
Python Learning Path: A Three-Stage Systematic Approach from Zero to Practical Projects
A detailed guide to Python's three learning stages: syntax fundamentals, advanced concepts, and practical applications. Covers OOP, web scraping, data analysis, and automation with timeline planning.
Read more →
Tutorials·3 min
FastAPI Beginner Tutorial: Frontend-Backend Separation and RESTful API Core Concepts
FastAPI beginner essentials: Learn frontend-backend separation vs monolithic web development, RESTful API design principles, HTTP methods and resource operations mapping.
Read more →
Tutorials·3 min
The Complete Vibe Coding Workflow: A Step-by-Step Guide for Non-Developers to Build and Ship Products Independently
A complete 7-step Vibe Coding guide from requirements to deployment. Learn how non-developers can independently build and ship products using VS Code and Claude Code, with PRD writing, static Demo validation, and step-by-step development.
Read more →
Tutorials·3 min
Getting Started with Vibe Coding: A Zero-to-One Guide for Product Managers
Vibe Coding lets product managers build product prototypes by describing requirements in natural language—no programming needed. Learn the core concepts, setup steps, and why PMs have a natural edge.
Read more →
Tech Frontiers·2 min
Gemini Omni Video Generation: One-Click Synthesis from Mixed Text, Image, and Video Inputs
Detailed guide to Google Gemini Omni's multimodal video generation: mix text, images, and video inputs to synthesize coherent 10-second videos with one click.
Read more →
Tech Frontiers·2 min
Gemini Spark and Daily Brief: A Deep Dive into Google's Two AI Agent Tools
Deep analysis of Google Gemini team's two AI agent tools — Gemini Spark and Daily Brief — covering product positioning, core features, AI Agent trends, and Google's strategic agent ecosystem.
Read more →
Product Reviews·3 min
Trae Solo In-Depth Review: Is ByteDance's Free AI Coding Tool Actually Usable?
In-depth review of ByteDance's Trae Solo free AI coding tool, evaluating token quotas, 6-project concurrency, cross-platform sync, and model quality for domestic individual developers.
Read more →
Expert Opinions·3 min
Developer with 320K Subscribers: I'm Sick of the AI Hype!
Veteran developer ArjanCodes (320K subscribers) says he's sick of AI hype. He argues shipping fast isn't software development, coding is just the tip of the iceberg, responsibility can't be delegated to AI, and fundamentals remain a developer's core edge.
Read more →
Industry Insights·2 min
AI-Powered Website Design: Can It Really Put You Years Ahead of Competitors?
Lu Songsong uses AI to redesign his website backend, claiming years of design lead. This article analyzes AI-assisted web design's real impact, boundaries, and what truly drives product leadership.
Read more →
Tutorials·2 min
AI-Built Websites Look Ugly? This Design Reference Tool Fixes That
styles.referraldesign converts popular website design specs into downloadable Markdown files you can feed to AI coding tools like Cursor to generate professional-looking pages.
Read more →
Tutorials·3 min
AI Website Building Guide: Tools and Methods for Creating Business Websites with Zero Code
Learn how AI website building tools help SMBs create business websites with zero code. Compare Tongyi Lingma, OpenCloud, and more — with real costs and practical tips.
Read more →
Product Reviews·2 min
GPT-5 Codex Deep Dive: 93% Token Savings But Tool Ecosystem Still Needs Work
Deep testing GPT-5 Codex: 93.7% Token savings on simple tasks with deeper reasoning on complex ones. But UI quality drops, search is poor, and tool ecosystem fragmentation remains a major issue.
Read more →
Tutorials·2 min
The AI Website Building Formula: Create Professional Video Websites from Scratch with Zero Coding Skills
Can't code but want a professional website with video? This article breaks down an AI website building formula: borrow aesthetics from great sites, replicate with AI tools like Kimi, and add personalized video content—all in minutes.
Read more →
Tutorials·3 min
Zero-Code Website Building: Crafting a Professional Personal Website with Claude Code
A practical Vibe Coding workflow using Claude Code with professional UI design Skills to build a polished personal website in 10 minutes — zero coding required.
Read more →