ReviewLlama/roadmap.md

ReviewLlama Technical Roadmap

Stage 1: Project Setup & CLI Framework

• Initialize project structure with proper package management
• Implement argument parsing for directory, model, and Ollama server parameters
• Create basic CLI interface with help documentation
• Set up logging and error handling framework

Stage 2: Git Integration

• Implement git repository detection and validation
• Build diff extraction functionality between current branch and origin
• Parse git diff output into structured format (files, hunks, additions/deletions)
• Handle edge cases (new files, deletions, binary files, merge conflicts)

Stage 3: Ollama Client Integration

• Create HTTP client for Ollama API communication
• Implement model availability checking and validation
• Build request/response handling with proper error management
• Add connection testing and retry logic

Stage 4: Code Context Analysis & RAG Preparation

• Implement file parsing and syntax tree generation for major languages
• Build code context extraction (function signatures, class definitions, imports)
• Create code chunking strategy for large files
• Develop dependency graph analysis for related code understanding

Stage 5: RAG Implementation

• Design vector embedding strategy for code snippets
• Implement local vector storage (SQLite + embeddings or similar)
• Build context retrieval system based on code similarity
• Create context ranking and selection algorithms

Stage 6: Review Generation Engine

• Design prompt templates for different review types (security, performance, style, logic)
• Implement review request formatting with context injection
• Build response parsing and suggestion extraction
• Create confidence scoring for suggestions

Stage 7: Interactive Review Interface

• Implement terminal UI for displaying suggestions
• Build yes/no selection system with keyboard navigation
• Create suggestion categorization and filtering
• Add batch accept/reject functionality

Stage 8: Review Application System

• Implement automatic code modification for accepted suggestions
• Create backup and rollback mechanisms
• Build conflict resolution for overlapping changes
• Add preview mode for showing proposed changes

Stage 9: Configuration & Persistence

• Create configuration file system for user preferences
• Implement review history and suggestion tracking
• Build ignore patterns and custom rule systems
• Add project-specific configuration support

Stage 10: Testing & Polish

• Comprehensive unit and integration testing
• Performance optimization for large repositories
• Error handling refinement and user experience improvements
• Documentation and installation packaging