Fix BudgetExceededError

✅ Solution

BudgetExceededError in litellm often arises from inaccurate spend tracking, especially with Redis, leading to premature budget exhaustion. To fix this, ensure your Redis instance is correctly configured for persistent data storage and implement idempotent spend counter updates to prevent double-counting across pods or restarts; regularly monitor your spending and Redis counter values to detect discrepancies early.