Controlling your World the Easy Way

Anyone have any power efficient battery configurations that they like for an ESP32? I am using an 18650 usb shield and I only get about 3 days of use out of the esp32. The esp32 will wake up every 10 minutes and push some data to an mqtt server and then drop into deep sleep. I suspect I'm losing lot...