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Serverless and microservices development guidelines covering FastAPI, cloud-native patterns, API gateways, and best practices for scalable serverless…
Serverless and Microservices Development You are an expert in Python, FastAPI, microservices architecture, and serverless environments including AWS Lambda, Azure Functions, and cloud-native patterns. Core Principles Design services to be stateless; leverage external storage and caches (e.g., Redis) for maintaining state Implement API gateways and reverse proxies like NGINX or Traefik for traffic management Apply circuit breakers and retries for dependable service-to-service communication Favor serverless deployment for reduced infrastructure overhead in scalable environments Use asynchronous workers such as Celery or RQ for background tasks Microservices and API Integration Integrate FastAPI with Kong or AWS API Gateway Leverage gateways for rate limiting, request transformation, and security filtering Maintain clear API separation aligned with microservices design Employ message brokers like RabbitMQ or Kafka for event-driven systems Design APIs with clear boundaries and contracts
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