Skip to slide
Chapter 16 · Scaling and Infrastructure
159 / 191

CHAPTER 16 · Scaling and Infrastructure · 5 / 10

Respect and manage upstream rate limits

You can scale your fleet infinitely and still be capped by the model provider's rate limits. Manage them deliberately:

  • Concurrency control / queuing toward providers so you don't blow past limits and trigger errors.
  • Backoff and retry on rate-limit responses (Chapter 13).
  • Spread load across providers or accounts where appropriate; tiering (Chapter 14) also helps by sending bulk work to higher-throughput smaller models.
  • Cache to avoid redundant calls (Chapter 9).

When fanning out parallel work (bulk extraction), bound the fan-out to stay within limits rather than firing thousands of simultaneous calls.

← → arrow keys work too