I tried vibe coding an app as a beginner - here's what Cursor and Replit taught me

I tried four vibe-coding tools, including Cursor and Replit, with no coding background. Here's what worked (and what didn't).
IEEE

A Novel LLM enabled Code Snippet Generation Framework

Abstract: Large Language Models (LLMs) represent a breakthrough in natural language processing (NLP), leveraging deep learning techniques to achieve exceptional proficiency in code generation, ...
InfoWorld

Output from vibe coding tools prone to critical security flaws, study finds

The assessment, which it conducted in December 2025, compared five of the best-known vibe coding tools — Claude Code, OpenAI Codex, Cursor, Replit, and Devin — by using pre-defined prompts to build ...