curriculum-project-hub/.scratch/saas-production-readiness/issues/36-usage-soft-alerts.md

Implement provider-mode usage attribution and soft alerts

Type: task Status: open Blocked by: 19, 24, 29, 32, 43

Question

Attribute token usage, provider-reported cost, run count, and duration by Organization, Project, Run, model, and Provider Connection; preserve missing cost as unknown; expose Organization-configurable soft thresholds; and route Organization alerts plus platform-managed anomalous-cost alerts without hard spend blocking, BYOK financial alerts, or payment-settlement semantics.