Using OpenTelemetry to Train Small, Cost‑Effective LLMs from Production Telemetry
Ben O’Mahony shows how to instrument AI agents with OpenTelemetry, capture real‑time usage signals, and distill the behavior of frontier LLMs into lightweight, specialized models. The method lets companies replace expensive general‑purpose models with cheaper, custom ones that retain the same performance in production.