Adjust oven rack to lowest position and heat oven to 425°F. Generously spray rimmed baking sheet with vegetable oil spray. Pour oil into prepared sheet and tilt until surface is evenly coated with oil.
Trim off the rounded edges on all four sides to creat a flatter potato. Halve potatoes lengthwise and turn halves cut sides down on cutting board. Cut into fries to your desired thickness; about 1/4-1/2" thick slices.
Whisk together water and cornstarch in large bowl, making sure no lumps of cornstarch remain on bottom of bowl. Microwave for 1-2 minutes, stirring every 20 seconds, until mixture begins to thicken. Remove from microwave and continue to stir until mixture thickens to the ideal pudding-like consistency. Add 1-2 tbsp of water if it gets too thick.
Transfer potatoes to bowl with cornstarch mixture and toss until each plank is evenly coated. Arrange planks on prepared sheet, leaving small gaps between planks. Cover sheet tightly with lightly greased aluminum foil and bake for 15 minutes.
Remove foil from sheet and bake until bottom of each fry is golden brown, 10-15 minutes. Use a metal spatula to carefully flip each fry, rotatoe pan and continue to bake until second sides are golden brown, 10-15 minutes longer.
When fries are perfectly golden crispy on both sides, remove from oven and add to a large paper towel lined bowl. Toss fries around, patting them with paper towels to remove excess oil and sprinkle fries with salt.