How does Rails handle API throttling using adaptive rate limiting?

Adaptive rate limiting adjusts request limits dynamically based on system load and user behavior.

Unlike static rate limits, adaptive systems adjust thresholds using real-time metrics like CPU load, queue depth, and error rates. Rails can integrate Redis counters with load signals to dynamically reduce or increase limits. This prevents system collapse under unpredictable traffic spikes.