Well for starters, you don't use packing tape to attach a probe to the heat tape.

I use something similar to this:

https://www.walmart.com/ip/Duck-Bran...0-yds/17300797

I use that to attach the heat tape to the bottom of stuff if needed be and that to attach the probe to the heat tape.