#mental models
5933 related articles
Tutorials·3 min
Frontend AI Full-Stack Development in Practice: Building Multimodal Applications with PNPM MonoRepo Architecture
A practical guide to frontend AI full-stack development covering PNPM MonoRepo architecture, TurboRepo build optimization, and LangChain multimodal applications with Ollama local model deployment.
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Tutorials
Android 17 New Developer Tools: A Prac…
·3 min
Android 17 New Developer Tools: A Practical Guide to Performance Optimization and Cross-Device UI Development
Deep dive into Android 17 dev tools from Google I/O 2025: R8 Configuration Analyzer, Jetpack Glance cross-device UI, and Media3 AI FX for end-to-end media processing.
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Tutorials·4 min
Practical Guide to Building a Local AI Knowledge Base with Qwen3.5 + RAGFlow + Ollama
Step-by-step guide to building a local RAG knowledge base using RAGFlow, Ollama, and LM Studio with Docker, covering Embedding model deployment and network troubleshooting for private AI Q&A.
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Tutorials·2 min
The Fatal Flaws of Using Doubao/DeepSeek to Write Paper Drafts — And the Right Approach
Analysis of critical risks when using Doubao, DeepSeek, or other AI tools to generate paper drafts, including fabricated references and high AI detection rates, with an efficient CNKI + DeepSeek writing workflow.
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Tutorials·4 min
AI Trading Bot Battle Royale: Natural Selection Among 15 Agents to Find the Most Profitable
15 AI trading Bots each holding $1,000 compete live on Hyperliquid, with natural selection eliminating losers. Reveals real win rates, optimal strategies, and key risks of AI autonomous trading.
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Industry Insights·4 min
Deep Dive into Claude Code's Open-Source Architecture: Six Core Design Principles and Engineering Practices Revealed
Deep analysis of Claude Code's open-source architecture: six core design principles including dual-loop mechanism, seven-step tool pipeline, four-layer token compression, multi-agent collaboration, and memory systems.
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Tutorials·2 min
GPT-Image-2 Free Usage Guide: Direct Access in China & Hands-On Review
Complete guide to using GPT-Image-2 for free in China, covering aggregation platform access, core capability testing, prompt tips, and practical advice for content creators.
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Tutorials·3 min
Building an Automated Workflow SaaS Platform from Scratch: A Complete Guide from Full-Stack Development to Commercialization
A detailed guide on building a commercializable automation workflow SaaS platform from scratch, covering React Flow canvas, Next.js full-stack architecture, Inngest task engine, payment subscriptions, and AI monitoring.
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Tutorials·2 min
Claude Code 1.7+ Third-Party API Locked: Solutions
Claude Code 1.7+ locks third-party model APIs? This guide provides two solutions using the CLAUDE_ENV environment variable to unlock dev mode and reconfigure DeepSeek and other APIs.
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Tutorials·3 min
Hermes Orchestrating DeepSeek + MiniMax Dual-AI Collaborative Coding: A From-Scratch Project Test
Testing Hermes agent coordinating DeepSeek V4 and MiniMax 2.7 for collaborative coding: PDF export in 9 minutes, RSS service built from scratch in Nim language.
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Product Reviews·3 min
GPT-5.1 Deep Dive: 10 Core Features That Transform AI from Chat Tool to Work Partner
Deep dive into GPT-5.1's 10 core feature upgrades including dual-mode switching, project agents, coding assistance, tool orchestration, and 24-hour prompt caching to boost your productivity.
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Tutorials·3 min
Cursor 2.0 in Practice: Building a Complete App with Parallel Agent Development
Deep dive into Cursor 2.0's new features including Agent view, built-in browser debugging, parallel Agent development, and Composer 1 model through building a complete habit tracker app.
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Product Reviews·2 min
InsForge: The Open-Source Tool That Gives AI Coding Assistants Backend Capabilities
InsForge is an open-source backend platform that lets AI coding assistants like Claude Code and Cursor directly invoke databases, auth, storage, Edge Functions, and deployment via MCP Server.
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Product Reviews·3 min
Cursor 2.0 Deep Dive: Hands-On Testing of Five Major Features Including Custom Models and Multi-Agent Parallel Development
Deep dive into Cursor 2.0's five major updates: custom Composer model, Git Worktrees multi-agent parallel development, Agent View mode, built-in browser, and more—with hands-on evaluation.
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Product Reviews·3 min
Cursor 2.0 Deep Dive: The In-House Composer Model and Five Major Feature Upgrades
Deep dive into Cursor 2.0's five new features: the in-house Composer model with major speed gains, Git Worktree multi-Agent parallel development, Agent View mode, built-in browser, and more.
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Deep Dives·3 min
Why Is Python the Top Choice for AI Development? Three Core Reasons Explained in Depth
In-depth analysis of three core reasons Python dominates AI development: simple syntax for quick onboarding, powerful ecosystem, and industry-wide network effects.
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Product Reviews·3 min
Cursor 1.0 Major Update: Background Agent, BugBot, and Memory System Fully Explained
Deep dive into Cursor 1.0's major updates including Background Agent for async programming, BugBot automated code review, Memory System, and one-click MCP installation with setup tutorials.
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Product Reviews·3 min
Cursor 1.0 Officially Released: A Complete Breakdown of Five Core Features
Cursor 1.0 officially released, jumping from 0.50 to 1.0. Detailed analysis of BugBot code review, Background Agent, preference memory, one-click MCP install, and Jupyter Notebook enhancement.
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Tutorials·2 min
Cursor AI Tutorial: Generate a Mini Program from Scratch with a Single Sentence
Learn how to use Cursor AI code editor to generate a complete mini program project from scratch with a single natural language description. Covers the full workflow from project creation to compilation.
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Tutorials·2 min
Earning $30K in 4 Days: A Complete Breakdown of the Reverse SaaS Launch Strategy
Deep dive into how Clio used a reverse launch strategy to hit $30K MRR in 4 days. Covers LinkedIn edu-selling, waitlist nurturing, webinar conversion, and the 4-3-2-1 content framework.
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