## Technical Improvements to Our AI Script Systems We've implemented several important technical improvements to our AI-powered script tools: ### 1. Improved Error Handling - **Graceful Degradation**: System now provides useful results even when external APIs are unavailable - **Detailed Error Logging**: Better diagnostics for troubleshooting issues - **Fallback Systems**: Automatic switching to pattern-based analysis when AI services are unavailable ### 2. Performance Optimizations - **Caching Mechanisms**: Reduced redundant API calls - **Query Optimizations**: Faster database operations - **Data Structure Improvements**: More efficient handling of script data ### 3. Security Enhancements - **Input Validation**: Better sanitization of user inputs - **CSRF Protection**: Enhanced security tokens - **Session Management**: Improved authentication flows ### 4. API Integration Updates - **Model Updates**: Using the latest AI models for better results - **Prompt Engineering**: Refined prompts for more accurate responses - **Response Parsing**: Better handling of various response formats These technical improvements ensure our script tools continue to work reliably and provide the best possible results for your TFS development needs.