Overview
- Vibe coding—coined by Andrej Karpathy—uses natural‑language prompts and AI agents to generate, debug, and assemble working software.
- Adoption is rising as teams report rapid prototyping and lower entry barriers, with non‑technical founders building functional apps quickly and cheaply.
- Security analysts warn that AI‑generated code can replicate unsafe patterns and skip threat modeling, enabling exploits such as stealthy data exfiltration.
- Practitioners describe fast accumulation of technical debt, architectural drift, and a potential “vibe collapse” when neither humans nor models can reliably interpret the system.
- Recommended safeguards include treating AI as a co‑pilot with rigorous human review, writing tests, using modular designs, and applying agentic governance; tools cited include Cursor, Replit Agent, Windsurf/Cline, Google AI Studio, and Claude Code.