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International Journal of Advanced Research in Computer and Communication Engineering A monthly Peer-reviewed & Refereed journal
ISSN Online 2278-1021ISSN Print 2319-5940Since 2012
IJARCCE adheres to the suggestive parameters outlined by the University Grants Commission (UGC) for peer-reviewed journals, upholding high standards of research quality, ethical publishing, and academic excellence.
← Back to VOLUME 14, ISSUE 10, OCTOBER 2025

AI Code Analyzer Agent

Mr.Vivek Dinesh Patil, Prof. Kaustubh Bhave, Prof. Manoj V Nikum*

DOI: 10.17148/IJARCCE.2025.141030

Abstract: The AI Code Analyzer Agent is a full-stack web application developed using the MERN stack (MongoDB, Express.js, React.js, Node.js) integrated with Google Gemini, an advanced generative AI model. This system acts as an intelligent assistant that analyzes user-submitted code, identifies potential syntax and logical errors, and provides improvement suggestions. The AI feedback is formatted and rendered using Markdown for readability, while syntax highlighting is achieved using PrismJS for enhanced visual clarity. The system architecture includes a responsive frontend, secure backend communication, and a scalable database design. The application allows users to interact with AI in real time, receiving educational and practical insights to improve their coding skills. The project showcases how artificial intelligence can be integrated into traditional web-based development workflows to create intelligent, user-friendly, and scalable solutions.

Keywords: AI Code Review, MERN Stack, Google Gemini, Syntax Highlighting, Code Optimization.

How to Cite:

[1] Mr.Vivek Dinesh Patil, Prof. Kaustubh Bhave, Prof. Manoj V Nikum*, “AI Code Analyzer Agent,” International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE), DOI: 10.17148/IJARCCE.2025.141030