Privacy-oriented dialogue platforms have long evolved beyondthe simple practice of wrapping raw text in basic ciphers. Truly resilient messaging privacy demands a holistic evaluation of metadata exposure mitigation. From the moment a packet transitions from the initial transmission trigger to the