#beginner programming
905 related articles
Tutorials·2 min
Build an AI Agent in 200 Lines of Python: A Deep Dive into Five Core Modules
Build an AI Agent in 200 lines of Python from scratch. A deep dive into the five core modules: Prompt, Memory, Tool Use, RAG, and Skill, with progressive development workflow.
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Product Reviews·3 min
Trae AI for STM32 Development: LED Blink Compiles First Try with Zero Bugs
Hands-on test using Trae AI for STM32 MCU development: from CubeMX project setup to LED blink, code compiles first try with zero errors. Full workflow and capability analysis.
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Tutorials·3 min
Full-Stack Development for Beginners in the AI Era: Don't Write Code — Learn to Manage It
AI coding tools make code generation easy, but a huge gap remains between code and product. This article breaks down frontend, backend, and DevOps stacks, exploring how beginners can manage code with AI.
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Tutorials·2 min
Trae AI Coding Tool: Download, Installation & Setup Guide (2025 Latest)
Complete guide to downloading, installing, and configuring ByteDance's Trae AI coding tool. Free built-in LLMs like DeepSeek for AI-assisted Python programming.
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Tutorials·2 min
LangChain Beginner's Guide: A Complete Guide to LLM and Agent Development
A deep dive into LangChain framework essentials, clarifying the key differences between LLMs and Agents, covering Agent development, DeepAgent advanced topics, and learning paths.
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Tutorials·2 min
OpenCode in Practice: Building a Fully Automated YOLOv8 Object Detection Pipeline with Zero Code
Learn how to use OpenCode's Skill model to automate the entire YOLOv8 object detection workflow — from camera recording and auto-annotation to training and real-time detection — with zero code in just two hours.
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Tutorials·2 min
Vibe Coding Beginner's Guide: A Complete Hands-On Tutorial for Building Websites with AI from Scratch
Learn Vibe Coding step by step: build websites and web apps from scratch using AI. Includes prompt tips, AI communication strategies, and live demos with Kimi Agent — no coding experience required.
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Product Reviews·2 min
A Non-Coder Built Their First Complete Game with AI: The Development Story of Indie Game "0x00DE"
A non-coder used AI programming tools and the Godot open-source engine to build indie game "0x00DE" in two months — a fake desktop virus-fighting game showcasing AI's power to lower game dev barriers.
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Product Reviews·2 min
Visual Programming to Control a Cat: Analyzing a Creative Coding Game from Bilibili's AI Game Track
Analysis of a creative coding game from Bilibili's AI game track: control a cat through levels by dragging visual modules. Covers loops, conditionals, sensors, tech trees, and resource management.
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Tutorials·2 min
Zero to Launch in 7 Days: Building a Quiz App with GPT from Scratch (No Coding Experience)
A creator with zero coding experience used GPT to build a full quiz app in 7 days, featuring question bank import, dual practice/exam modes, and a wrong answer notebook.
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Tutorials·2 min
Building an AI Pictionary Game in Scratch: An Image Recognition Programming Tutorial
Tutorial: Build an AI Pictionary game in Scratch using pen drawing and AI image recognition. Learn multimodal AI applications with step-by-step code logic.
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Tutorials·2 min
Building a Free English Learning Mini Program from Scratch with AI Coding: A Complete Development Journal
A content creator uses Cursor AI coding tool to build a free English learning WeChat Mini Program from scratch, tackling ads and paywalls in existing apps. Full breakdown of product design and AI-assisted development.
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Product Reviews·2 min
Lobster Agent Hands-On: Generating and Deploying Public Webpages via WeChat on Your Phone
Hands-on review of Lobster Agent (QCloud): generate and deploy public webpages via WeChat on your phone, covering lottery pages, auto weekly reports, and remote file transfer.
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Tutorials·2 min
AI-Powered Mini Program Development: Three Directions to Help You Monetize Quickly
Learned AI programming but unsure what to build? This guide covers three Mini Program directions—utility, content, and custom development—to help you monetize fast.
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Tutorials·3 min
Spring AI Getting Started Tutorial: Environment Setup, Version Requirements & Core Concepts Explained
Spring AI getting started guide covering JDK 17 setup, Spring Boot 3.4 requirements, core concepts like Chat Completion and Tokens, helping Java developers quickly build AI applications.
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Expert Opinions·2 min
Are Programming Tutorials Dead? Two Top Creators Reveal the Truth in the AI Era
When AI writes code directly, short-form video captures attention, and the dev job market shrinks, do programming tutorials have a future? Two million-subscriber creators discuss survival strategies.
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Product Reviews·2 min
Complete Guide to the Claude Code Red Book: ByteDance's AI Programming Playbook
Deep dive into ByteDance's Claude Code Red Book covering environment setup, Prompt Engineering, multi-turn dialogue strategies, debugging, and refactoring techniques to maximize AI coding efficiency.
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Tutorials·2 min
Claude Code Installation Guide: Connecting DeepSeek Models + PPT Creation in Practice
Complete guide to installing Claude Code, connecting DeepSeek models via API, using CC Switch for model management, and auto-generating magazine-style PPTs with Skills.
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Tutorials·2 min
Python OpenCV Beginner Tutorial: Complete Guide to Reading and Displaying Images
Learn Python OpenCV basics: install opencv-python, read images with imread, display with imshow, handle keyboard input with waitKey, and release resources with destroyAllWindows.
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Tutorials·2 min
Cursor Tutorial: Build a Python Student Management System in 5 Minutes with AI Programming
A hands-on Cursor AI tutorial covering download, setup, three chat modes, Claude model selection, and auto-generating a complete Python student management system using Agent mode.
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