jsonb with bigint gets "Do not know how to serialize a BigInt"

with a postgres jsonb column that has a bigint in it, when doing and inserts/updates to the column you get the error:

TypeError: Do not know how to serialize a BigInt
    at JSON.stringify (<anonymous>)
    at PgJsonb.mapToDriverValue

TypeError: Do not know how to serialize a BigInt
    at JSON.stringify (<anonymous>)
    at PgJsonb.mapToDriverValue

TypeError: Do not know how to serialize a BigInt
    at JSON.stringify (<anonymous>)
    at PgJsonb.mapToDriverValue

TypeError: Do not know how to serialize a BigInt
    at JSON.stringify (<anonymous>)
    at PgJsonb.mapToDriverValue

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