Does that holder have a keyway? You can saw without a keyway, but hand feed it until you trust it. That way you can can stop if it does.

Brass cuts easily, iron will require coolant. I like low rpm for slitting and buckets of lube.

Thin blades can flex. If you want to cut deep do a shallow groove first to support the blade.