I only started this blog in 2009, and what I didn't realize until 2010 was that a whole bunch of super useful TT search advice-related posts were written in 2007 and 2008 by some of your favorite faculty bloggers. What better place to put all that great advice together than a blog about finding a TT job?
Below is what immediately came to mind. Read it. Learn it. It should keep you busy for a while, but this is by no means exhaustive--I'll keep updating as I come across more, so if you know of a post that you think belongs here, by all means put a link in the comments and I'll add it in. And for pete's sake, don't be shy about letting me know about a post you've written yourself!
Best of luck to everyone on the TT job market!
TT Job Search Advice from Around the Blogosphere
General advice before applying
The Application Package
DrDrA (Blue Lab Coats)
Zen Faulkes (Research Statement)
Zen Faulkes (Teaching Statement, Part 1)
Zen Faulkes (Teaching Statement, Part 2)
Physioprof (Research Statement)
Interviewing (campus visit)
Prodigal Academic (job seeker perspective)
Prodigal Academic (hiring committee perspective)
Prodigal Academic (being a student vs. colleague)
Prodigal Academic (quick tips)
Prof-Like Substance (dinner)
Miko (questions for YOU to ask the search committee)
GEARS (part 1, 2, and 3)
Cackle of Rad
The job talk
Negotiating an offer
Also, all of DrDrA's excellent and detailed posts on the faculty search can be found here.
Another update: Ken Hanson on the Chemistry Blog has a great soup-to-nuts post, on everything from understanding the timing of the search cycle, all the way down to negotiating.