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This article explores the tradeoffs between stateful and stateless agent design for scalable AI systems, providing implementation examples using Groq API and Llama 3.1 8B Instant model.
A practical blueprint for designing a backend system capable of handling 1 million concurrent users, covering architecture decisions like language selection, load balancing, database sharding, multi-layer caching, and resilience patterns.