// Hacker Noon · 21 January 2026

Prompt Rate Limits & Batching: How to Stop Your LLM API From Melting Down

LLM rate limits are unavoidable, but most failures come from poor prompt design, bursty traffic, and naive request patterns. This guide explains how to reduce token usage, pace requests, batch safely, and build LLM systems that scale without constant 429 errors.

Hacker Noon

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