Implement a Sliding-Window Rate/Anomaly Detector

Question

## Problem

Detect when a metric exceeds a threshold over a sliding time window.

## Example
```
values over time -> flag windows breaching threshold
```

## Constraints
- Streaming input

## Approach
Deque/ring buffer over the window; O(1) amortized updates.