#AI编程
9716 related articles

Complete Codex Beginner's Guide: From Installation to a Real AI-Powered Coding Workflow
Codex is OpenAI's AI coding agent that autonomously builds websites, games, and more. Learn how it differs from Claude Code, how it integrates into ChatGPT desktop, and how to get started from scratch.

Run Official Claude Code from a $10 USB Drive: A Free Cross-Platform Solution Tested on All Three OS
Claude Code Portable lets you run official Claude Code from a $10 USB drive on Windows, Mac, and Linux — no Anthropic subscription needed. Supports DeepSeek, Gemini, NVIDIA, and more.

Claude Code + Codex Dual-Agent Collaboration: A Full-Stack WebGIS Development Deep Dive
A deep dive into full-stack WebGIS development using Claude Code and Codex dual-agent collaboration — covering Leaflet, MapLibre, ECharts, PostGIS, Express, and Alibaba Cloud deployment.

Claude Code Evolves: From Coding Assistant to AI Project Manager
Anthropic's Claude Code Projects auto-decomposes tasks, runs parallel AI threads in the cloud, and shares project Memory. See how it's evolving from coding tool to AI project manager.

Claude Code Local Deployment Guide: Run CC with Local Models to Save Tokens
A beginner's guide to integrating Claude Code with local LLMs for offline use and lower token costs — covering model sizing, VRAM requirements, quantization, and cloud GPU options.

Vibe Coding in Practice: The Right Way to Build Enterprise-Grade AI Projects with Codex + Claude Code
A seasoned instructor breaks down Vibe Coding vs. AI engineering, using Codex+Claude Code to build e-commerce and OpenRouter platforms — covering pitfalls, strategies, and LLM selection.

Database Branching: Managing Data Environments the Git Way
Database Branching brings Git-style isolated development to the data layer, giving each branch its own independent database copy. Explore how it works, its benefits, and key adoption considerations.

GPT-6 Sol and Luna Land on Devin: New Coding Models with Dramatically Lower Costs
GPT-6 Sol and Luna are now live in Devin Desktop and CLI. On FrontierCode 1.1, Sol matches prior-gen performance at 61% lower cost; Luna surpasses it at just 25% of the price.

@ai-sdk/vue 4.0.111 Released: A Dependency-Update Patch
Vercel AI SDK releases @ai-sdk/vue 4.0.111 patch, syncing with ai@7.0.111 and updating upstream deps. No breaking changes. Upgrade guide for Vue developers.

Vercel AI SDK Releases @ai-sdk/workflow@2.0.42 Patch Update
Vercel AI SDK releases @ai-sdk/workflow@2.0.42 patch update, syncing dependencies and upgrading the core library to ai@7.0.111. No breaking changes — safe to upgrade.

Vercel AI SDK Releases workflow-harness 1.0.121 Patch Update
Vercel AI SDK releases @ai-sdk/workflow-harness@1.0.121 patch update, syncing the @ai-sdk/harness dependency. Learn what changed and what developers should know.

How Does an Agent Remember a Conversation from Three Years Ago? Breaking Down the 5 Core Pillars of Long-Term Memory Architecture
How does an Agent remember conversations from years ago? This deep dive breaks down the 5 core pillars of Agent long-term memory: classification, storage, retrieval, compression, and forgetting.

AI Agent in Practice: A Complete Enterprise Deployment Guide from Low-Code to Hardcore Frameworks
A deep dive into a Bilibili AI Agent course covering LangChain, Coze, Manus, Dify, n8n, and MCP — dual-track low-code and code frameworks, 9 enterprise roles, 4 capstone projects.

Getting Started with Coze: A Complete Breakdown of the Three AI Agent Categories — Tools, Software, and Frameworks
Using Coze as a starting point, this article breaks down the AI Agent ecosystem into three categories: builder tools (Coze, Dify, n8n), Agent software (Claude Code, Cursor, Codex), and dev frameworks (LangChain, LangGraph). Includes learning priority guidance for developers.

Coze Platform Tutorial: A Beginner's Guide to Architecture and Workflows
Beginner's guide to Coze (ByteDance's AI dev platform): architecture, Agents, AI Applications, workflow nodes, plugins, and API calls — with Dify comparisons.

How to Use Codex with DeepSeek: A Guide for Users Without a ChatGPT Account
No ChatGPT account? Learn how to run Codex with DeepSeek as the backend using the Codex++ Management Tool — full setup guide covering install, API Key config, and login.

From Zero to AI Agent: A Four-Week Hands-On Learning Roadmap, Broken Down
A week-by-week breakdown of a viral AI Agent learning roadmap: LLM basics, ReAct paradigm, multi-agent systems, and project practice — with a realistic take on its promises.

What Does an Enterprise-Grade Agent Project Actually Need to Look Like to Land You an Offer?
Is "built an intelligent chatbot" or "RAG knowledge base" still enough on your resume? This article breaks down what makes enterprise-grade Agent projects stand out — with hard metrics, real JD analysis, and a five-step practical framework.

Breaking into AI Agent Development from Scratch: Avoiding Two Critical Mistakes
How to break into AI Agent development from zero? This guide debunks two common mistakes and outlines a job-first three-step loop: write your resume, build projects, and iterate through interviews.

EgoLite Review: A Dedicated Browser for AI Agents — No More Fighting Over Your Screen
EgoLite tops GitHub trending: an AI Agent browser built on Chrome that runs silently in the background, preserving login state, supporting parallel windows, and cutting Token costs.