AI Tickets Quality Improvements
Major enhancements to AI Tickets generation quality, with significant improvements in code understanding, context extraction, and integration awareness.
- ImprovedTicket quality improved from 6.5/10 to 9.0/10 through iterative enhancements
- ImprovedTaxonomy-based filtering for smarter context matching
- ImprovedEnhanced context extraction with rich metadata (API endpoints, function signatures, tech stack)
- ImprovedIntegration points analysis — automatic detection of APIs, databases, and cloud services
- ImprovedZero gaps in ticket generation (down from 4 gaps)
- ImprovedBetter code reference precision with actual component names
- ImprovedBigQuery indexing reliability improved from 70% to 99.78% success rate
- ImprovedEnhanced file taxonomy classification system
- Improved18x faster config file processing