LLM cost tracking and budget controls in production
LLM API costs can spiral quickly without deliberate instrumentation. This article covers the full stack of cost tracking — from per-request token accounting to team-level budget enforcement — with concrete code patterns you can deploy today
llmcost-managementobservabilitycloudproduction
16 July 2026