If I need to process the data immediately, I set up streaming to a data pipeline with tools like Kafka. This way, I handle data in real time.

Some sites require CSRF tokens or other session-specific values. I capture and send these with each request to maintain session continuity.

Analyzing the redirection chain in dev tools can reveal if it’s intended for bots. Sometimes, switching IPs can help avoid these traps.

For batch processing, I queue requests and handle them in smaller chunks, which lets me stay within limits while gathering data continuously.

Checking for CSRF tokens is important, as many multi-page forms use them for security. I include these tokens in each request to maintain sessions.