Right-click the Recycle Bin icon and select the Properties option. After you complete the steps, files that you delete manually will be removed immediately, skipping the Recycle Bin on Windows 11.
The right-click context ... Cortana functions in Windows 11. This spot is now reserved for Copilot, though you can now move that icon around on the taskbar as you wish, thanks to the 24H2 update.