Vulpes, thanks: that .pdf of a 2007 presentation by Domas Mituzas at MySQL Users Conference just about has it all: Cache strategies; performance specifics; application components; DB balancing; storage strategies; use of compression; load balancing; administration; the People involved.
Certainly gives any LAMP-based development team a list of resources that have come together to be useful for such a project.