# Rive

Running AI Models on a P106 Mining GPU: Build a Local AI Workstation for Under $10

Build a local AI workstation with a P106 mining GPU for under $10. Run Live Portrait and other AI models locally with full privacy, zero marginal cost, and incredible value.

Enterprise AI Agent Four-Layer Archite…

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.

Claude Code + Skills: A Practical Guid…

Claude Code + Skills: A Practical Guide to 10x AI-Driven Test Case Generation

Learn how Claude Code combined with Skills encapsulation enables AI-driven test case generation with 10x efficiency gains, from 33 to 400+ cases through encoded expert knowledge.

Agent Loop Explained: Solving Code Ref…

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.

DIY Electronic Music Box: Building a S…

DIY Electronic Music Box: Building a Sound & Light Gift Box with the E101 Module

Build an electronic music box with the E101 module, buzzer, and LEDs for synchronized sound and light effects. Ideal for premium gift boxes with low cost and easy assembly.

FastAPI Beginner Tutorial: Frontend-Ba…

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.

Efficient PyTorch Learning: A Source C…

Efficient PyTorch Learning: A Source Code-Driven Methodology

A proven PyTorch learning method: spend 2-3 days on basics, then advance rapidly by reading U-Net and ViT source code line by line. Master PyTorch through source code-driven learning.

LLM Learning Roadmap: A Complete Guide…

LLM Learning Roadmap: A Complete Guide from Beginner to Project Implementation Across Seven Core Modules

A systematic breakdown of seven core LLM learning modules covering environment setup, Prompt Engineering, RAG, Agents, dev frameworks, fine-tuning, and hands-on projects for developers.

Getting Started with Vibe Coding: A Ze…

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.

Gemini Spark and Daily Brief: A Deep Dive into Google's Two AI Agent Tools

Tech Frontiers

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.

Trae Solo In-Depth Review: Is ByteDanc…

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.

Liberal Arts Grad's Vibe Coding Journe…

Liberal Arts Grad's Vibe Coding Journey: How a Simple Link Aggregation Page Earned 10K+ Views

A liberal arts creator built a concert seat view website using Gemini AI in one afternoon, earning 15K views. Learn her idea selection, simplification methods, and pitfalls for a replicable Vibe Coding path.

Expert Opinions

Developer with 320K Subscribers: I'm S…

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.

AI Website Building Guide: Tools and M…

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.

Kimi K2.6 Hands-On Review: A Zero-Barr…

Kimi K2.6 Hands-On Review: A Zero-Barrier Experience for Building Dynamic Websites

Hands-on review of Kimi K2.6's Web Coding capabilities covering animation pages, corporate sites, and more. Built-in database and one-click deployment let anyone generate and launch dynamic websites via prompts.

Zero-Code Website Building: Crafting a…

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.

How Codex Tracked Down a Bug: From Err…

How Codex Tracked Down a Bug: From Error Message to Open Source Fix

A developer used OpenAI Codex to debug a recurring browser extension error. Codex read the source code, identified a Chrome sleep mechanism flaw, and auto-generated a bug report that led to an open-source fix.

Deep Dive into OpenAI Codex Plugin System: Architecture, Installation, and Hands-On Development

Deep Dive into OpenAI Codex Plugin System: Architecture, Installation, and Hands-On Development

Deep dive into OpenAI Codex plugin system architecture (Skills, Apps, MCP Server), four installation methods, and a macOS app development case study showing how plugins boost AI coding efficiency.

OpenAI Codex Multimodal in Practice: T…

OpenAI Codex Multimodal in Practice: Turning Whiteboard Sketches into Polished Frontend Apps in Seconds

Deep dive into OpenAI Codex's multimodal demo: from whiteboard sketch photos to auto-generated 3D globe frontend apps, analyzing visual self-inspection, responsive validation, and one-off data visualization capabilities.

Codex CLI vs Cursor Hands-On Compariso…