AI-powered coding assistant for faster, smarter development.

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CogniGitAI Design Document

Overview

CogniGitAI is an AI-powered software development assistant that helps developers code faster and smarter through natural language conversations. It will be built as a Ruby on Rails web application with React front-end.

Features

• Conversational Interface: Users can have natural language conversations with CogniGitAI to get coding help, explanations, and project management assistance. Advanced NLP and NLU techniques enable seamless dialog.
• Code Insights: CogniGitAI provides contextual recommendations and optimizations for code based on deep analysis of patterns, anti-patterns, dependencies, and potential issues.
• Project Management: Users can delegate tasks, set reminders, and streamline workflows through conversations with CogniGitAI.
• IDE Integrations: Tight integrations with IDEs like VSCode, Xcode, Eclipse provide in-workflow assistance through CogniGitAI.
• Open Source: CogniGitAI will be licensed under MIT with public GitHub repo to foster community involvement.

Architecture

• Frontend: React + Redux frontend with Material UI components
• Backend: Ruby on Rails provides REST APIs
• Database: PostgreSQL for relational data
• Search: Elasticsearch for full-text search
• NLP Pipeline: spaCy for linguistic analysis, HuggingFace Transformers for deep NLU
• Deployment: Docker containers running on Kubernetes cluster with CI/CD pipelines

Release Plan

• v0.1: Basic conversational interface with simple code insights
• v0.2: Enhanced NLP and dialog management, project management features

• v0.3: IDE integrations, open source launch

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