“The Software Engineer Enhancement Tool using Java” AI-Powered Software Engineer Enhancement Tool Model
This AI-driven tool is designed to assist software engineers in streamlining tasks like debugging, coding, running, and deployment through context-aware quizzes, interactive guidance, and skill-building exercises. It integrates real-time feedback, personalized learning, and automation to reduce errors, improve code quality, and accelerate development workflows.
The system will use a Java-centric backend (Spring Boot) for business logic, a React frontend, and integrations with Java-based code analysis tools. . Backend (Spring Boot)
● REST API Code Analysis Engine
● JavaParser: Analyze code snippets for AST (Abstract Syntax Tree) parsing.
● Integration with SonarQube: Use SonarJava for code quality checks Database Integration
● PostgreSQL: Store quizzes, user profiles, and progress.
● Spring Data JPA: Simplify database operations. IDE Integration (VS Code Plugin): VS Code Extension (TypeScript)