AI-driven Development

AI-driven Development

From: https://gradientflow.com/vibe-coding-and-chop-what-you-need-to-know/

Vibe coding is a programming paradigm where developers describe desired software functionality in natural language.
An AI coding assistant then generates the majority of the underlying code.
The term was originally introduced by Andrej Karpathy in February 2025.

The core difference from traditional AI-assisted coding lies in the level of trust and interaction.
Traditional AI coding aids (like auto-complete) often require developers to validate or deeply understand the generated code.
Vibe coding, in contrast, emphasizes rapid iteration and acceptance of AI-generated code,
even without fully dissecting every detail, to accelerate the development process.

AI-driven development has limitations and risks:

• Hallucinations and Reliability
• Code Quality and Best Practices
• Security Vulnerabilities
• Maintainability and Technical Debt
• Contextual Understanding
• Low-Code/No-Code Limitations
• Debugging Complexity
• Potential Skill Degradation
• Ethical Concerns

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