Midora AI Case Study # 4: Subscription Enforcement

How limit checks run after streaming started were causing responses to cut off mid-sentence with no explanation. Fixed with pre-query token reservation using atomic compare-and-reserve, a credit system with per-model cost weights, progressive usage awareness at 75/90/100 percent, and usage-pattern-based upgrade recommendations.