image_gen.text2im (DALL·E via GPT-4o) — Definitive Rate-Limit Field Guide 🧠 image_gen.text2im — DALL·E Rate-Limit Field Guide A single-file, production-ready blog you can paste anywhere. It explains practical limits, cooldown signals, and ships an interactive simulator + throttle recipes so you can avoid lockouts while iterating. Intro Architecture Key Parameters Diagnostics Simulator Self-Logging Throttle Recipes Ops Cheatsheet Closing Why Rate-Limits Matter for Creative Flow When you’re exploring prompts for images, the most precious resource isn’t syntax — it’s momentum . Rapid iteration helps you converge on style, composition, and storytelling. But rapid iteration also collides with reality: GPU time is costly, fairness matters, and systems protect themselves with rate-limits. TL;DR: Treat the system like a 4-ticket token bucket that refills every ~150–180s . Spend all tickets too fast and you’ll hit a 120s cooldown . Pace your runs ...
