Advanced API Optimization & Web Development

Exercise 1: Build a Production API Optimization System#

Design and implement a comprehensive API optimization system:

1. Create cost-aware request routing with intelligent batching
2. Implement multi-tier caching with Redis and CDN integration
3. Build monitoring dashboards with real-time alerts
4. Develop auto-scaling based on ML predictions

Exercise 2: Advanced Error Handling Implementation#

Create a production-grade error handling system:

1. Design circuit breakers with intelligent fallback mechanisms
2. Implement exponential backoff with jitter for retries
3. Build incident tracking and auto-remediation systems
4. Create comprehensive logging and debugging tools

Exercise 3: React-Based AI Interface Development#

Build a modern web interface for AI applications:

1. Develop streaming response components with real-time updates
2. Implement cost tracking and budget management features
3. Create optimization suggestion interfaces
4. Build responsive design for mobile and desktop