#AI编程
9640 related articles
AI LLM Learning Roadmap for Beginners: A Four-Stage Path from Zero to Employment
A structured four-stage AI LLM learning roadmap for beginners and career switchers — covering Prompt engineering, RAG, Agent development, fine-tuning, and job readiness.
Codex in 50 Minutes: A Complete Guide from Installation to Enterprise-Grade Development
A complete Codex guide covering core capabilities, CLI setup, AGENTS.md config, MCP protocol, multi-agent collaboration, and a RAG customer service system case study.
Why LangChain Docs Drive Away Beginners: The Pain of Local Models and Product Promotion
A beginner's detailed critique of LangChain docs: local model (Ollama, llama.cpp) info is unfindable, LangSmith promotion clutters onboarding, and examples assume cloud APIs throughout.
MasterGo AI + Cursor in Practice: Building a Full Multimodal AI App Solo
A hands-on course using MasterGo AI and Cursor to build a multimodal full-stack app solo — covering requirements, database modeling, API design, frontend, and deployment.
Cursor Redesign Guide: How to Use the Agent and IDE Dual-Window Setup
New to Cursor's redesign? Learn the Agent vs. IDE dual-window setup, Chinese localization, Tab completion, browser control, model selection, and MCP extensions.
YABAI: Learn Authentic Japanese Slang Through Giant Typography Flashcards
YABAI is a Japanese slang learning app with 308 real-world entries covering meaning, example sentences, vibe checks, and etymology—built end-to-end with Claude Code AI agents.
The More AI Does for You, the Weaker Your Judgment Gets?
Handing execution to AI agents boosts efficiency—but judgment is often built through repetitive work. How do you automate without hollowing out your core capabilities?
Loop Engineering Explained: A New AI Development Paradigm or Just Hype?
Loop Engineering is a rising AI development concept. This article breaks down its three-layer architecture, real-world use cases, its relationship with Prompt Engineering, and key design risks.
What Are Agent Skills? Understanding the Core Components of AI Agent Skills
What are Agent Skills? Learn the core components — SKILL.md, name, and description — and why description is critical in LLM-based Agent development.
World Model-Enhanced Coding Agents: Optimizing Decisions with Millions of Real Execution Records
TovanaEngine trains a lightweight world model on 1M+ state transitions from 50K+ real SWE-bench agent runs, helping AI coding agents make better decisions with less wasted reasoning.
Microsoft Used AI Agents to Port Copilot Runtime to Rust for $120,000
Microsoft used AI agents to migrate Copilot runtime to Rust for ~$120K. Explore the technical rationale, economics, and engineering implications of this AI-driven code migration.
Career Switch to LLM Development from Scratch: A Four-Stage Learning Roadmap
A 342-episode structured course breaks LLM app development into 4 stages: fundamentals, Prompt engineering, RAG, Agent design, production engineering, and job prep.
Coze Multi-Agent in Practice: A Complete Guide to Building AI Collaborative Teams
A practical guide to Coze multi-Agent collaboration: explore three tool layers — Coze Studio, Claude Code, and LangChain — and learn how to choose the right tools to build your AI team.
Zero to Hero: Core Concepts for AI Large Model Application Development
A beginner's guide to AI large model application development: clarifying AI, ML, deep learning, and generative AI, covering supervised/unsupervised/reinforcement learning, Transformer architecture, and major LLMs.
Andrew Ng on Prompting: Four Key Gaps Between AI Power Users and Beginners
Andrew Ng's AI prompting course decoded: from treating AI like a new hire, to beating sycophancy with rubrics, to iterative writing workflows — 4 gaps between beginners and power users.
Hermes Agent Beginner's Guide: An AI Framework That Uses Far Fewer Tokens Than OpenClaude
Hermes Agent beginner's guide: an AI Agent framework with built-in Claude Code & Codex, 200+ model providers, multi-platform support, and far lower Token usage than OpenClaude.
The Complete Guide to AI Agent Skills: From Installation to Custom Creation
Complete hands-on guide to AI Agent Skills: what they are, where to find them, how to install, use, create custom Skills, and migrate them across Agents. Includes top 10 curated Skills.
AI Agent Full-Stack Development from Scratch: A Practical Learning Roadmap That Actually Works
A practical AI Agent full-stack learning roadmap for beginners — from core concepts and agent setup to workflow design, hallucination management, and real project delivery.
Vibe Coding for Beginners: A 6-Step Guide to Building Products with AI
A beginner's guide to Vibe Coding: a 6-step learning path covering AI coding tools like Claude Code and Codex, prompt writing, and building real products with AI.
AI Agent Beginner's Guide: From Concept to Enterprise Deployment — The Opportunity Window You Shouldn't Miss
AI Agents are becoming the core of enterprise intelligence. This guide explains what sets Agents apart from chatbots, real-world use cases, and how to get started.