[KongchangAI]

#AI编程

9716 related articles

Complete Codex Beginner's Guide: From Installation to a Real AI-Powered Coding Workflow
·2 min

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.

Read more →
Run Official Claude Code from a $10 USB Drive: A Free Cross-Platform Solution Tested on All Three OS
·2 min

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.

Read more →
Claude Code + Codex Dual-Agent Collaboration: A Full-Stack WebGIS Development Deep Dive
·3 min

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.

Read more →
Claude Code Evolves: From Coding Assistant to AI Project Manager
·1 min

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.

Read more →
Claude Code Local Deployment Guide: Run CC with Local Models to Save Tokens
·2 min

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.

Read more →
Vibe Coding in Practice: The Right Way to Build Enterprise-Grade AI Projects with Codex + Claude Code
·2 min

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.

Read more →
Database Branching: Managing Data Environments the Git Way
·1 min

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.

Read more →
GPT-6 Sol and Luna Land on Devin: New Coding Models with Dramatically Lower Costs
·1 min

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.

Read more →
@ai-sdk/vue 4.0.111 Released: A Dependency-Update Patch
·1 min

@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.

Read more →
Vercel AI SDK Releases @ai-sdk/workflow@2.0.42 Patch Update
·1 min

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.

Read more →
Vercel AI SDK Releases workflow-harness 1.0.121 Patch Update
·1 min

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.

Read more →
How Does an Agent Remember a Conversation from Three Years Ago? Breaking Down the 5 Core Pillars of Long-Term Memory Architecture
·2 min

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.

Read more →
AI Agent in Practice: A Complete Enterprise Deployment Guide from Low-Code to Hardcore Frameworks
·2 min

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.

Read more →
Getting Started with Coze: A Complete Breakdown of the Three AI Agent Categories — Tools, Software, and Frameworks
·2 min

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.

Read more →
Coze Platform Tutorial: A Beginner's Guide to Architecture and Workflows
·2 min

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.

Read more →
How to Use Codex with DeepSeek: A Guide for Users Without a ChatGPT Account
·3 min

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.

Read more →
From Zero to AI Agent: A Four-Week Hands-On Learning Roadmap, Broken Down
·2 min

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.

Read more →
What Does an Enterprise-Grade Agent Project Actually Need to Look Like to Land You an Offer?
·3 min

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.

Read more →