Why We Ditched Redis for DuckDB to Handle Real-Time Analytics in Python

If you’ve ever tried to shoehorn Redis into a real-time analytics engine, you probably know the feeling: super-fast for counters and caching, but suddenly sluggish—or just plain awkward—when the data or queries grow. That’s exactly where we were. Aft...