Retroseries build those puppies. Don't wait 20 turns.
Design a series of ships that get as close to the maximum retrofit limit of 150% (total) cost from the old design to the new. With several stages, you can get the initial hull build in maybe 6 turns, then spend 4 more ordering retrofits. Takes a lot of resources in storage, but it works well.