System health

Catches silent failures: stale models, defaulted features, halted strategies, quota exhaustion, broken jobs. Auto-refreshes every minute. Every 15 min the scheduler reruns all checks and writes results to system_health_checks.

API quotas

Live snapshot of remaining quota across paid data sources. Updated passively from rate-limit headers on every API call — no extra requests burned.