If any beans or peas get like that I usually leave them to actually dry on the plants.
You can soak them overnight and then precook them to add them into stews, soups or chilli. An easier thing I usually do is boil soaked beans for 10 minutes, then chuck in the slow cooker with whatever I have got going in there.