Scaling to 100+ Concurrency: Mastering API Rate-Limits with Adaptive Flow Control

Scaling parallel worker pools to 100+ concurrent workers can collapse third-party APIs. Here is how we implemented a self-regulating, adaptive flow-control mechanism using exponential backoff and randomized jitter to maximize queue velocity.