Scrape new potatoes, cover with water, and cook until tender. Let the water cook down.
Add margarine, salt, and pepper.
Mix flour and water together into a glass jar with a lid. Shake until combined well (no lumps). Mix with potatoes and continue cooking until sauce is thickened.