I have a website (Apache) that is all static html and I want to include certain content across all pages, for example a footer. Are good 'ol server side includes (SSI) still the way to go?
Yes, that will be the simplest solution in this case, just follow the security tips for SSI at http://httpd.apache.org/docs/current/misc/security_tips.html