AI Gateway Pattern
Centralized gateway for routing, caching, rate limiting, and observability across multiple AI model providers. A single control plane for …
Caching
AI-Optimized Cache Invalidation
AI predicts optimal cache TTLs and invalidation timing based on access patterns and data change frequency, solving the 'two hard problems' …
CDN - Content Delivery Network
What CDNs do, how CloudFront accelerates content delivery, and when to use a CDN for AI application frontends.
Real-Time Feature Serving
Sub-millisecond feature serving for online inference: architecture, caching strategies, precomputation patterns, and consistency guarantees.
Redis
What Redis is, how it provides in-memory data storage, and common use cases for caching and real-time AI applications.
Semantic Caching for AI Applications
Caching AI model responses based on semantic similarity rather than exact match. Implementation patterns, cache invalidation, and …
Caching Patterns for AI Applications
Semantic caching, Anthropic prompt caching, response caching, and embedding caching for AI applications. Cost savings analysis and …