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Based on Andrew Ng's latest AI prompting tutorial, learn the core gaps between beginners and experts: providing context, overcoming sycophancy, iterative workflows, and four key principles.

Hands-on review of DeepSeek GUI Desktop, a free open-source Codex alternative. Local desktop AI agent with strong Chinese writing and coding, zero barriers, and ultra-low cost.

A deep dive into Loop Engineering covering Agent Loop workflows, code implementation (While loops and Graph patterns), and how it differs from Prompt Engineering.

A complete guide to learning Prompt Engineering, covering LLM selection, prompt writing techniques, zero-shot/few-shot prompting, chain of thought reasoning, and Python API development.

Deep dive into Agent Harness: tracing the paradigm evolution from Prompt Engineering to Context Engineering to Harness Engineering, and how loop-based architectures solve context loss in AI coding agents.

Learn to build an AI trending news dashboard from scratch with Claude Code — no coding required. Covers CC setup, domestic model integration, and full-stack development.

Step-by-step tutorial on connecting GPT-5.5 to Codex via API proxy using CC Switch plugin. Complete setup in minutes with Fast mode and cost optimization tips.

Deep dive into Claude Code Workflow's multi-Agent auto-orchestration: a real-world PHP to Golang migration running 14 hours with 100+ Agents, covering planning, execution, and Token cost analysis.

Fable 5 is hailed as the first AI model with a "magic model smell." This article explores what that means and the industry shift from benchmarks to experience quality.

A VC's early-stage AI fund hits 5x returns after being doubted. Explore what VC return multiples mean, the trust paradox facing emerging managers, and key AI investment insights.

A complete guide to RAG evolution from Naive RAG through Advanced, Agentic, Graph, and Multimodal RAG — covering core techniques, pain points solved, and real-world use cases.

Step-by-step guide to installing Claude Code, connecting domestic LLMs like Qwen, DeepSeek, and Xiaomi MiMo via CC Switch, with hands-on demos of batch file processing and e-commerce site development.

Build web games from scratch with Claude Code: a full walkthrough from shoot-'em-up to Snake mashup, no coding needed. Covers AI task scheduling and iterative dev tips.

Two real AI database-deletion disasters analyzed: Claude Code wiped 1.94M rows from an education community; Cursor crippled a US car rental system in 9 seconds. Why programmers won't be replaced.

In-depth comparison of Claude Code vs Copilot, Cursor, and Trae. Analyzing Claude Code's advantages in full-project context understanding, automated debugging loops, and code accuracy.

Deep dive into OpenAI Codex desktop's three core capabilities: AI coding & debugging, browser automation, and computer/iPhone control. Includes ChatGPT comparison and membership tips.

AI programming tools empower anyone to build software independently. Learn the 3-step method: discover needs, collaborate with AI tools like Codex, and monetize your product.

Learn how to build and deploy an AI storyboard video generator in one hour using Codex and TanStarter on Cloudflare Workers, D1, and R2 — with Stripe and cost tips.

Build an AI travel recommendation assistant with Vue3 and Java SpringBoot. Features intelligent itinerary planning and AI chat, perfect for beginners entering full-stack + AI development.

Learn how to build an AI test case generation agent on Coze, covering agent vs. LLM differences, workflow orchestration, model selection, and prompt engineering tips.