Peel potatoes and halve lengthwise, then cut crosswise into 1/8-inch-thick slices.
Combine potatoes with water, oil, garlic, and salt in a 10-inch nonstick skillet and bring to a simmer. Cover skillet and briskly simmer, shaking skillet occasionally, until potatoes are tender and most of water is absorbed, 10 to 12 minutes.