A medium complexity codebase developed using Claude-Sonnet and Aider command line in Cursor IDE. This project serves as a template for efficient AI-assisted development, implementing various strategies for code generation and process optimization.
Key Features
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AI Development Integration
- Claude-Sonnet integration
- Aider command line usage
- Prompting templates
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Process Optimization
- Context management
- Token optimization
- Standards adherence
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Quality Control
- Drift monitoring
- Analysis methodology
- Change management
Technical Implementation
The system utilizes:
- AI prompting of command line tools
- Prompting templates
- Context management
- Token optimization
Development Strategies
Key approaches:
-
AI Prompting
- Command line tool integration
- Template-based generation
- Context-aware prompting
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Process Management
- Standards enforcement
- Drift prevention
- Change tracking
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Quality Assurance
- Analysis methodology
- Recursive change prevention
- Process optimization
Use Cases
- Template application development
- AI-assisted coding
- Process optimization
- Standards implementation
Future Development
Planned enhancements:
- Additional templates
- Enhanced AI integration
- Process automation
- Quality metrics
Tags:
ai-cognitioncode-generationprocess-optimizationai-projectsprompt-engineering