#beginner AI development
1150 related articles
Tutorials·2 min
AI App Development Tutorial: Complete Guide from Zero Experience to App Store Launch
Complete guide to developing iOS apps with AI coding tools and publishing to the App Store, covering Cursor, Xcode packaging, review tips, and ASO strategies for non-programmers.
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Product Reviews·2 min
Pyme Hands-On Review: A Visual AI Coding Tool That Makes Python Desktop Development Accessible to Everyone
Hands-on review of Pyme, a visual AI coding tool covering drag-and-drop UI design, AI code generation, and one-click EXE packaging for Python desktop apps.
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Tutorials·2 min
Xcode MCP + Claude Sonnet 4 in Action: Building a Mac TTS App with Zero Hand-Written Code
A detailed walkthrough of using Xcode MCP with Claude Sonnet 4 to build a Mac local TTS app entirely through AI-generated code, covering setup, design guidelines, and results.
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Tutorials·2 min
Career Prospects for LLM Development Engineers: Job Categories, Education Requirements, and Learning Paths
In-depth analysis of three LLM engineer career paths (Application, R&D, Algorithm), bachelor's degree entry, core algorithms, salary benchmarks, and a three-tier learning roadmap.
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Deep Dives·2 min
Vibe Coding in Action: Building a Tetris Hardware Project in 15 Minutes with Natural Language
Vibe Coding lets users build hardware projects like Tetris in 15 minutes using natural language. Explore how AI-driven programming is transforming STEM education and democratizing maker culture.
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Tutorials·2 min
Adding Practical Examples to tcpdump and dig Man Pages: Low-Barrier, High-Value Open Source Contributions
Julia Evans added practical examples to tcpdump and dig man pages, demonstrating open source contributions through documentation improvement with a custom Markdown-to-roff conversion approach.
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Tutorials·2 min
A Must-Read Guide to AI Coding for Non-Programmers: Model Selection, Tool Setup, and Real-World Applications
A beginner's guide to AI coding for non-programmers: how to choose between GPT and DeepSeek, get started with Cursor/Codex/Claude Code, and build real-world applications.
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Tutorials·2 min
A Medical Professional's AI Programming Journey: A Pitfall-Avoidance Guide from Coze to Cursor
A medical professional shares real AI programming experience, from Coze to Cursor IDE, covering tool selection, model comparison, and pitfall avoidance for non-technical beginners.
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Tutorials·1 min
Java Project Structure Explained: The Four-Layer Architecture of Modules, Packages, Classes, and Methods
A detailed guide to Java project's four-layer structure: Modules, Packages, Classes, Fields and Methods. From naming conventions to hands-on creation for beginners.
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Tutorials·2 min
LangChain Unified Interface in Practice: Complete Guide from Model Invocation to Agent Development
A detailed guide to LangChain's unified interface, comparing model invocation methods, explaining LLM vs Agent differences, with complete Python walkthrough from setup to agent development.
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Tutorials·2 min
Book Review: 'AI Programming for Everyone' — A Complete Path from Zero to Monetizing Apps with AI
A deep dive into 'AI Programming for Everyone' — how zero-background users can build and monetize WeChat Mini Programs using Cursor and AI coding tools.
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Tutorials·2 min
Vibe Coding Beginner's Guide: Start with 60 Lines of Code, Stop Gambling with AI
A hands-on Vibe Coding tutorial: start with 60 lines of core code using the minimum viable version approach. Avoid AI plan disasters and master modular development.
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Product Reviews·2 min
In-Depth Review of Codex APP: How to Choose Between Cursor and Claude Code
Compare Codex APP, Cursor, and Claude Code across pricing, stability, and technical strengths. Find the best AI coding tool for your development needs.
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Tutorials·2 min
AI-Assisted Programming in Practice: Building a Code-Breaking Logic Game with Python
A Bilibili creator used AI tools to build a Python-based Mastermind-style code-breaking game. Learn the rules, logic strategies, and lessons from AI-assisted development.
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Tutorials·2 min
2026 AI Large Language Model Development Learning Roadmap: From Zero to Enterprise-Level Implementation
Complete 2026 AI LLM development learning path covering Prompt Engineering, RAG, Agent development, and fine-tuning, with a phased plan from zero to enterprise-level implementation.
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Tutorials·2 min
Harness AI Engineering Programming: A Practical Guide to the Rules + Skills + Wiki + Changes Four-Layer System
Deep dive into Harness AI Engineering Programming: a Rules + Skills + Wiki + Changes four-layer system with Claude Code for automated, controllable enterprise development.
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Tech Frontiers·2 min
Vibe Coding Official Website Redesign: AI Programming's New Paradigm Goes Mainstream
The Vibe Coding official site is getting a full redesign, signaling AI programming's shift to mainstream. Learn how Cursor, Claude, and other tools enable this new paradigm.
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Product Reviews·2 min
VBAYYDS Ribbon Editor Review: AI Voice + Visual Drag-and-Drop Makes VBA Ribbon Development Easier Than Ever
In-depth review of the VBAYYDS Ribbon Editor: visual drag-and-drop and AI voice commands eliminate hand-written XML. Supports Office and WPS with 350+ icons—VBA Ribbon development made simple.
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Tutorials·2 min
Build a Job-Hunting Portfolio Website in 5 Minutes with Lovable: From Zero to Landing a Google Interview
Learn how to build a job-hunting portfolio website in 5 minutes using Lovable AI. Includes Prompt writing tips, step-by-step workflow, and a real case of landing a Google interview.
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Tutorials·2 min
Deep Learning Beginner Tutorial: From Neural Network Fundamentals to Image Recognition in Three Days
A systematic review of a three-day deep learning crash course covering neural network math, gradient descent, backpropagation, TensorFlow, CNNs, and transfer learning with practical tips.
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