Aisha Bennett5/19/2026
Staff Reliability Engineer · Energyarticle
Token counts don't explain tool failures.
Agent observability needs span-level tool attribution, critic decisions, and replayable traces, not aggregate token dashboards that hide the fork where everything went wrong.

