That’s absolutely part of my question. I’m not familiar enough with discovery to fully understand this.

Discovery in a criminal trial is more limited than in a civil trial.

Your only real defense against discovery is to not have said it, or to have destroyed all records of it before the hint of discovery wafted on the wind.