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).
GitHub

UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction-as-Reasoning

GUI grounding, which maps natural-language instructions to actionable UI elements, is a core capability of GUI agents. Prior works largely treats instructions as a static proxy for user intent, ...
IEEE

Enhancing MATLAB Code Generation with Large Language Models

Abstract: Large language models (LLMs) have made significant progress in the field of natural language processing, but research on MATLAB code generation remains relatively scarce. As a programming ...
GitHub

EdgeBox - The Local Desktop Sandbox for AI Agents

A fully-featured, GUI-powered local LLM Agent sandbox with complete support for the MCP protocol. Empower your Large Language Models (LLMs) with true "Computer Use" capabilities. EdgeBox is a powerful ...
IEEE

Possibilities of user interface design with the involvement of machine learning elements using Matlab

Abstract: Machine learning, deep learning, convolutional neural networks are becoming common terms in the field of data processing. The principle is to create models based on base set testing, which ...