In my application I can successfully read and send both tweets and direct messages and I can also read their respective IDs.
Could it in theory ever happen that a single ID of some tweet would be equal to ID of some direct message?
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No. Twitter’s Snowflake means all IDs are unique. So there will never be a collision between DM and Tweet IDs.