Real-Time Stream Pitfalls

Real-Time Stream Pitfalls

Why Your Real-Time Stream Backs Up by Minutes (and How to Fix the Backpressure)

You set up a real-window stream expecting data within seconds. But your dashboard shows events from five minutes ago. Users complain that alerts fire ...

Real-Time Stream Pitfalls

Choosing a Real-Time Stream Framework Without Repeating Your Batch Pipeline's Worst Habits

So you are moving from lot to real-window streamed. Good for you. But here is the thing: most units copy their old pipeline's worst habits into the ne...