Stop drilling cracks is common when repairing aircraft. It probably isn't necessary if you're going to weld the crack anyway. The one major problem I've seen from stop drilling by the novice is not making sure the hole is actually at the end of the crack. A liquid penetrant test as you suggested should tell you where the ends are.

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