AWS S3 as a Free Weather Data Pipeline: How NOAA Publishes Forecast Data Without Rate Limits

How to pull NOAA AIGEFS forecast data directly from S3 using GRIB2 index byte-range tricks, and why NOMADS will eventually get you rate-limited into the ground.