Turns out the fix is pretty simple: just go into about:config and increase the browser.sessionstore.interval setting in Firefox from the default of 10000 (10 seconds) to something larger like 120000 (120 seconds).
Got it from this page, even though it's talking about Ubuntu Firefox, it still applies to MacOSX and seems to have made a world of difference.