🎯 Vibe Coding (AI-Assisted Development Approach)
Vibe Coding is how I structure systems so that AI can consistently understand, follow, and generate code aligned with the project’s design and rules.
Instead of relying on repeated prompts, I define clear system context and constraints upfront.
🧠 Why I Use This Approach
In AI-assisted development, the main problem is inconsistency:
To solve this, I treat documentation as part of the system, not just reference material.
🧩 How I Structure It
I typically organize projects using structured files:
AGENTS.md
Defines how AI should behave:
👉 Ensures AI follows consistent logic and architecture
SKILL.md
Defines capabilities and responsibilities:
👉 Prevents overlap and unclear responsibilities
DESIGN.md
Defines UI/UX rules:
👉 Ensures consistent frontend generation
MCP (Model Context Protocol)
Defines how context is passed to AI:
👉 Makes AI behavior predictable and reproducible
🔄 How It Works in Practice
⚖️ Tradeoffs
Benefits:
Costs:
📌 Practical Approach
I design AI-assisted systems the same way I design software:
> define boundaries, responsibilities, and rules first
Then use AI to accelerate implementation within those constraints.
💬 Summary
Vibe Coding is not just using AI to write code.
It’s about:
> designing systems where both humans and AI can work with clear structure, predictable behavior, and consistent output