Artificial Intelligence is everywhere. But meaningful results are not. We reached a point where access is no longer the problem. Tools are abundant. Content is abundant. “AI-powered” workflows are everywhere. Even so, most professionals are still thinking and operating at the same level as before. Something is off. The issue is not the technology itself. It is how it is being used. Right now, most
I needed to coordinate background scripts running across different machines. The obvious answer was Redis. Everyone uses Redis for this. The tutorials all use Redis. The Stack Overflow answers all say "just use Redis." So I looked at what deploying Redis would actually cost me: A running Redis server I had to maintain A broker to connect workers to it Celery or RQ on top of that Memory-based stora