How to determine CNC tool life? Experience from the machining floor

CNC tool life shouldn't be calculated strictly by the number of parts processed. I used to rely on the tool life programmed in the system, changing tools when the count was reached and continuing if it wasn't. Later, I realized that when material batches, coolant conditions, or machining allowances change, the performance of the same tool varies significantly. Now, I prefer to look at trends…