Netflix has detailed the robust architecture behind its in-house LLM serving platform, which utilizes a hybrid approach involving Triton and vLLM to manage complex inference workloads. By integrating these engines with its existing JVM infrastructure, the company successfully balances model-specific performance requirements with stable, scalable deployment protocols.