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.
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DOI:
10.17148/IJARCCE.2025.141030
[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
