AI Agent Observability and Cost Attribution(deborahjacob.substack.com)

1 pointsby deborahjacobvor 5 Monaten3 comments

deborahjacob.substack.com

AI Agent Observability and Cost Attribution

https://deborahjacob.substack.com/p/ai-agent-observability-and-cost-attribution

4 comments

jasendovor 5 Monaten

Cost attribution gets even worse when you factor in the bad decisions. Retries, abandoned tool calls, and cascading failures that still hit your bill but never show up in traces.

deborahjacobvor 5 Monaten

I’m building an OTel-based SDK that wraps the billable edges (entrypoint, LLM/tool clients, async publish/consume) and emits both traces for debugging and a lightweight event ledger for run/attempt lifecycle and call boundaries. I define the workflow + possible outcomes up front, then attribute all runs and attempts to the final outcome event to get the cost per outcome

deborahjacobvor 5 Monaten

What’s your approach to end-to-end AI cost attribution (model + infra + data) for agents in production?

[deleted]vor 5 Monaten