The phrase "with kid gloves" means handling someone or something with care and gentleness. However, there are several synonyms that can be used to convey a similar meaning. For instance, you can say that you are treating something or someone with delicacy, sensitivity, or tact. Alternatively, you can use the term "with kid gloves" interchangeably with the phrases "with caution" or "with kid gloves off," which implies that you are no longer treating the situation or person with the same gentleness. Depending on your context, any of these synonyms can be used to convey the same sense of handling something or someone delicately.