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API development

Performance & scalability

Fast responses under load, without paying for capacity you do not use

Caching strategies

The fastest request is the one that never reaches the database. I design caching layer by layer and decide per endpoint how fresh the data must be.

Where a request gets its answer

Client
Azure Front Door (CDN)passes on
API · output cachepasses on
Azure Cache for Redispasses on
Azure SQLanswers

Illustrative example

Each caching layer that can answer saves a trip further down. A cache hit at the edge takes milliseconds; a full trip to the database is an order of magnitude slower.

HTTP caching

Leverage browser and CDN caching with HTTP headers:

  • Cache-Control: max-age=3600 - Cache for 1 hour
  • ETag - Conditional requests with If-None-Match
  • Last-Modified - Time-based validation
  • Vary header for content negotiation caching

Server-side caching

  • In-memory cache: IMemoryCache for single-instance APIs
  • Distributed cache: Redis for multi-instance deployments
  • Output caching: Cache entire responses
  • Data caching: Cache database query results

Database optimization

  • Connection pooling: Reuse database connections
  • Async queries: Non-blocking database operations
  • Projection: Select only required columns
  • Indexing: Create indexes on frequently queried columns
  • N+1 prevention: Use eager loading or batching
  • Read replicas: Scale reads with database replicas

Compression & minification

  • Response compression: Gzip or Brotli compression middleware
  • JSON minification: Remove whitespace from JSON responses
  • Image optimization: Compress and resize images on-the-fly

Horizontal scaling

  • Stateless design: Store session state externally (Redis, Cosmos DB)
  • Load balancing: Azure Load Balancer or Application Gateway
  • Auto-scaling: Scale out based on CPU, memory, or request count
  • Container orchestration: Azure Kubernetes Service (AKS) for microservices

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