Tags

Autoscaling

Apr 7, 2026 LLM Engineering 36 min read

LLM Engineering (12): Production — Deployment, Monitoring, Cost

Serving stack choices in detail, autoscaling LLMs, latency budgets, prompt+completion cost tracking, multi-model routing, FrugalGPT cascading, observability you need from day one, and the on-call patterns that work.