Assuming a production OLTP system with predominantly InnoDB tables

• What are the common symptoms of a mistuned/misconfigured system?
• What configuration parameters do you most commonly change from their defaults?
• How do you spot potential bottlenecks before there is a problem?
• How do you recognize and troubleshoot active problems?

Any anecdotes detailing specific status variables and diagnostics would be appreciated.