IntelliScope API

A modern, secure, and scalable RESTful API built with NestJS, MongoDB, and TypeScript that provides AI-powered project analysis, feature generation, and smart estimation for streamlined development.

About IntelliScope

IntelliScope is an intelligent project management and development assistant designed to revolutionize how software teams plan, estimate, and execute projects. By leveraging advanced AI algorithms, IntelliScope analyzes project requirements, generates detailed feature specifications, provides accurate time estimations, and offers optimization suggestions throughout the development lifecycle.

Target Audience

• Development Teams: Streamline workflow and improve estimation accuracy
• Project Managers: Get data-driven insights for better resource allocation and planning
• Product Owners: Translate business requirements into technical specifications more efficiently
• CTOs & Technical Leaders: Optimize development processes and improve code quality

Features

Core AI Features

• AI-Powered Project Analysis: Intelligent analysis of project requirements and codebase to identify patterns, dependencies, and potential issues
• Automated Feature Generation: AI-driven generation of feature specifications and implementation suggestions based on project requirements
• Smart Estimation: Accurate time and resource estimation for development tasks using machine learning algorithms
• Development Workflow Optimization: Recommendations for streamlining development processes based on project-specific patterns
• Code Quality Analysis: Automated assessment of code quality with actionable improvement suggestions

Technical Features

• Authentication & Authorization: JWT-based authentication with access and refresh tokens
• User Management: Complete user management system
• Activity Logging: Track user activities and system events
• Internationalization (i18n): Multi-language support
• API Documentation: Swagger/OpenAPI documentation
• Security: Implements best practices with Helmet, CORS, and more
• Database: MongoDB integration with Mongoose ODM
• Configuration: Environment-based configuration

Tech Stack

Core Technologies

• Framework: NestJS 11
• Language: TypeScript
• Database: MongoDB
• Documentation: Swagger/OpenAPI
• Authentication: Passport, JWT
• Validation: class-validator, class-transformer
• Internationalization: nestjs-i18n
• Security: Helmet, compression

AI & Machine Learning

• Natural Language Processing: For requirement analysis and feature generation
• Machine Learning Models: For smart estimation and pattern recognition
• Predictive Analytics: For resource allocation and timeline forecasting
• Code Analysis Tools: For code quality assessment and optimization suggestions

Getting Started

Prerequisites

• Node.js (v18 or later)
• MongoDB (local or remote)
• npm or yarn

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/intelli-scope-api.git
   cd intelli-scope-api

2. Install dependencies:

   npm install

3. Set up environment variables:

   cp .env.example .env

   Then edit the .env file with your configuration.

Running the Application

Development mode:

npm run start:dev

Production mode:

npm run build
npm run start:prod

Debug mode:

npm run start:debug

API Documentation

When running in development mode, Swagger documentation is available at:

http://localhost:3000/docs

Available Scripts

• npm run build: Build the application
• npm run format: Format code with Prettier
• npm run start: Start the application
• npm run start:dev: Start in development mode with hot-reload
• npm run start:debug: Start in debug mode
• npm run start:prod: Start in production mode
• npm run lint: Lint the code
• npm run test: Run tests
• npm run test:watch: Run tests in watch mode
• npm run test:cov: Run tests with coverage
• npm run test:e2e: Run end-to-end tests
• npm run docs: Start Mintlify documentation server

Project Structure

src/
├── activity-log/     # Activity logging module
├── ai/
│   ├── analysis/     # AI-powered project analysis
│   ├── estimation/   # Smart estimation algorithms
│   ├── generation/   # Feature generation capabilities
│   └── models/       # Machine learning models
├── auth/             # Authentication module
├── common/           # Shared utilities, pipes, filters, etc.
├── i18n/             # Internationalization files
├── projects/         # Project management module
├── users/            # User management module
├── app.controller.ts # Main application controller
├── app.module.ts     # Main application module
├── app.service.ts    # Main application service
└── main.ts           # Application entry point

Environment Variables

Variable	Description	Default
PORT	Application port	3000
NODE_ENV	Environment (development/production)	development
MONGODB_URI	MongoDB connection string	-
DEFAULT_LANGUAGE	Default language for i18n	en
JWT_ACCESS_SECRET	Secret for JWT access tokens	-
JWT_REFRESH_SECRET	Secret for JWT refresh tokens	-
JWT_ACCESS_EXPIRATION_TIME	Expiration time for access tokens (seconds)	3600
JWT_REFRESH_EXPIRATION_TIME	Expiration time for refresh tokens (seconds)	604800
CORS_ORIGIN	CORS origin setting	*
API_PREFIX	API route prefix	api

License

This project is licensed under the UNLICENSED license.