dont know if there are specific strategies to prevent cache stampedes.

i've been wrestling with some awful cache stampedes lately, you know, when a popular item's cache goes stale. it's like a thousand requests all hit the database simultaneously. i've looked into locking or spreading out expirations, but what have you guys actually found works in the real world? what's your favorite way to stop these things from tanking performance