Vibe Coding is best for repid development but, most of programmer don't knows about .

In my coding journey, I have encountered many issues that needed correction. Often, my code runs...

In my coding journey, I have encountered many issues that needed correction. Often, my code runs perfectly, but it suffers from unstable optimizations related to security, scalability, or performance.

What You Should Know

1. AI tools, especially free ones used for coding, often have limited or outdated knowledge about the latest technologies you want to implement.

• As a beginner, the main focus tends to be on making the code run correctly, rather than on optimizing it for scalability, security, or performance.

2. AI itself does not consistently write code in a uniform style or follow specific coding techniques.

• If a human were in AI’s place, they would decide whether to use functional programming or class-based approaches. However, AI-generated code often mixes different coding styles within the same project, as seen in many AI-generated coding videos. Solution

• Beginners should learn about MCP (Model-Consistent Programming), which guides how to write code effectively when working with specific libraries or functions.

Before starting to code, consider which UI framework or libraries you will use. Then, look for MCP resources that train AI agents on how to use those libraries properly.

For example, if I want to build an application using shadcn UI, I would first search for MCP resources provided by shadcn UI. These resources help the AI understand how to use shadcn UI in a scalable and consistent manner.

Recommended AI Coding Agents

Claude Code Gemini CLI Copilot CLI

While Cursor, Anti gravity or Krea AI are excellent IDE, I recommend using CLI-based AI agents for better performance.