#Python for non-programmers
26 related articles
·4 min
Vibe Coding Beginner's Guide: Tool Selection Across Three Categories with Practical Examples
A comprehensive guide to Vibe Coding's three tool categories: Agent frameworks, CLI Coding, and IDE tools, with practical examples including Snake game and data analysis workbench.
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·3 min
Cursor vs Codex In-Depth Comparison: Where Should You Spend Your $200?
In-depth comparison of Cursor and Codex AI programming tools — their strengths, ideal use cases, and cost differences. Find out where your $200 is best spent.
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·2 min
ViBench Benchmark: End-to-End App Creation Evaluation Reveals the True Level of AI Programming
ViBench is the first end-to-end app creation benchmark based on real-world tasks. Results show Claude Opus 4.8 leads in performance and cost-effectiveness, revealing gaps between SWE-bench scores and actual development capability.
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Tutorials·3 min
The Vibe Coding 6-Step Method: A Complete Process for Building Real Products with AI and Zero Coding Experience
A detailed guide to the Vibe Coding 6-Step Method: from requirements alignment and high-fidelity prototyping to technical planning, modular implementation, testing, and launch — helping non-coders build real products with AI.
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Tutorials·2 min
OpenAI Codex Complete Guide: Four Tools for Building an AI Programming Workflow
Deep dive into OpenAI Codex's four core tools: IDE extension, CLI, Cloud service, and code review bot. Learn how they work together to build an efficient AI programming workflow from local coding to cloud automation.
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Expert Opinions·3 min
AI Democratization Is a Myth: If You Can't Ride a Bicycle, an E-Bike Will Only Make You Crash Harder
Can AI programming tools really let beginners build products directly? This article uses a cycling metaphor to reveal the truth about AI democratization: tools are accessible to all, but balance can't be skipped.
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