#usability study
96 related articles
·3 min
From Frontend Developer to AI Architect: A Complete Guide to Codex Programming Agent Design
A complete guide for frontend developers advancing to AI architects, covering the three-tier competency framework, Codex-like agent design, agents.md configuration, Skills systems, and core AI architect capabilities.
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·3 min
VibeCoding Beginner's Guide: A Complete Guide to Building Software with Natural Language from Scratch
VibeCoding lets anyone build software through natural language conversations with AI. Learn the core concepts, learning path, and practical methods to get started.
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·4 min
Vibe Coding in Practice: How a Product Manager Built a Study App from Pain Point to Launch Using AI Tools
A product manager used AI tools like Claude Code to independently build a quiz app from exam prep pain points to launch. A full walkthrough of Vibe Coding methodology, MVP definition, and testing.
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·3 min
Python Excel Automation in Practice: Data Filtering and Categorization with Pandas
Learn how to use Python Pandas to automate Excel data filtering and categorization. Core code is just 6-8 lines — handle massive datasets effortlessly.
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·3 min
Beginner's Guide to Agent Skills: Core Components and Customization Methods Explained
Deep dive into Agent Skills: their concept, four core components (skill.md, references, scripts, assets), and how to customize AI skill modules with practical examples.
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·3 min
DeepSeek + MATLAB: Zero-Barrier AI Auto-Programming and Debugging
Learn how to call the DeepSeek API in MATLAB for AI auto-programming and debugging. From API key setup to building an auto-debug inner loop, a complete guide with a linear fitting demo.
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·3 min
Claude Code Skills Explained: A Practical Guide to AI-Powered Test Case Generation
Deep dive into Claude Code Skills: four core advantages including progressive loading, version control, and reusability, plus a practical guide to AI-powered test case generation.
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·3 min
Vue3 + SpringBoot in Practice: A Full-Stack AI Travel Recommendation Assistant Explained
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.
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·3 min
Testing DeepSeek's Safety Mechanisms: Multiple Jailbreak Attempts Successfully Blocked
An overseas security blogger systematically tested DeepSeek's jailbreak resistance using direct requests, rephrased prompts, and varied strategies. Results show robust intent recognition, consistent blocking, and context-aware safety mechanisms.
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·4 min
Codex Generates a WeChat Mini Program from a Single Prompt: A Complete Walkthrough from Requirements to Launch
Learn how to build a WeChat Mini Program from scratch using OpenAI Codex through pure conversation — covering requirements, design specs, code generation, and debugging.
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·3 min
What Is Dify? Core Features and Getting Started Guide for the Open-Source AI Application Platform
A deep dive into Dify, the open-source AI app development platform — covering core features, Coze comparison, enterprise use cases, and a learning roadmap.
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·3 min
Prompt Template Design for Document Summarization: A Practical Guide to Three-Layer Progressive Prompt Engineering
A practical guide to three-layer progressive Prompt template design for document summarization, covering requirements analysis, architecture design, validation, and optimization — boosting information extraction completeness from 78% to 91%.
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·2 min
Claude Code vs ByteDance Codex: A Guide to Chinese Learning Resources and Choosing the Right Tool
Compare Claude Code and ByteDance Codex: their positioning, core capabilities, and use cases. Includes Chinese learning resource recommendations and beginner path selection guide for AI programming.
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·4 min
The Age of Information Fragmentation: How to Identify Low-Quality Content and Link Rot
Exploring content identification challenges in the fragmented information age, analyzing low-density content, link rot, and their impact on AI processing, with practical multi-source verification strategies.
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·2 min
Do Sales Prove Your Product Is Good? A Product Quality Perspective for Indie Developers
An indie developer claims 'if my products wouldn't work they wouldn't sell.' Does this logic hold? We analyze the relationship between sales and quality, explore survivorship bias, and offer practical advice.
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Product Reviews·2 min
11 Best AI Agent Tools Explained: From Office Work to Coding with a Single Command
In-depth review of 11 AI Agent tools including ChatGPT Agent, Manus, and Claude Code, covering office work, academic writing, coding, and video creation scenarios.
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Tutorials·3 min
SSM + UniApp Pharmacy Management & Sales Mini-Program: Three-Role Permission System with Real-Time Inventory Synchronization
A pharmacy management & sales mini-program built with SSM and UniApp, featuring three-role permission control, real-time inventory synchronization, and complete e-commerce workflows—ideal for Java graduation projects.
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Tutorials·3 min
Andrew Ng's Agent AI Course Fully Explained: Why It's Taking the Tech World by Storm
Deep dive into why Andrew Ng's Agent AI course went viral, covering the five-module agent architecture breakdown, course highlights, target audience, and learning tips for developers.
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Product Reviews·2 min
Zero Coding, Zero Art Skills: Building a Rhythm Game with AI in 24 Hours
A Bilibili creator used AI platform TabTab to build a rhythm game from scratch in under 24 hours — art, music, and code 100% AI-generated. A deep dive into this zero-experience AI game dev case.
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Tutorials·3 min
Figma + Cursor + UniApp in Practice: Building a Complete APP with Zero Manual Coding
How to build a complete online learning platform with Figma design, Cursor AI coding, and UniApp+UniCloud — including user APP and admin system — without writing any code manually.
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