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Serverless computing paradigms allow developers to deploy code without managing underlying virtual machine instances, drastically reducing operational overhead and infrastructure costs. However, architectural trade-offs such as cold start latency and vendor lock-in require careful evaluation when designing mission-critical distributed systems. 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