How I Built a High-Frequency Jap Counter That Never Hits the Database on Every Tap

A practical walkthrough of Redis buffering, Celery Beat flushing, and multilingual Django — for any counter, queue, or rate-sensitive write pattern. There's a specific class of problem in web develo