Advanced VS Code AI Extensions

AI-Driven Architecture#

• System Design: Let AI help design system architecture
• Database Schema: AI-assisted database design
• API Design: AI generates REST/GraphQL APIs
• Microservices: AI helps decompose monoliths

Intelligent Testing#

• Test Generation: AI writes comprehensive test suites
• Edge Case Detection: AI identifies potential failure points
• Performance Testing: AI creates performance benchmarks
• Security Testing: AI generates security test cases

Advanced Debugging#

• Root Cause Analysis: AI traces bugs to their source
• Fix Suggestions: AI proposes specific fixes
• Regression Prevention: AI prevents similar bugs
• Performance Profiling: AI identifies performance bottlenecks