streaming

Large CSV exports should not allocate huge strings. Use ActionController::Live to stream rows. Include a heartbeat and handle client disconnects gracefully. This is real-world Rails ops code.

Streaming responses serve large files without loading them entirely into memory. I use StreamingHttpResponse or FileResponse for file downloads. For CSV generation, I yield rows incrementally. The generator pattern keeps memory usage constant regardle