The list is here. Visit his website to actually see the demos.
Rule 1 - Make Fewer HTTP Requests
Rule 2 - Use a Content Delivery Network
Rule 3 - Add an Expires Header
Rule 4 - Gzip Components
Rule 5 - Put Stylesheets at the Top
Rule 6 - Put Scripts at the Bottom
Rule 7 - Avoid CSS Expressions
Rule 8 - Make JavaScript and CSS External
Rule 9 - Reduce DNS Lookups
Rule 10 - Minify JavaScript
Rule 11 - Avoid Redirects
Rule 12 - Remove Duplicate Scripts
Rule 13 - Configure ETags
Rule 14 - Make AJAX Cacheable
Rule 15 - Use Iframes Wisely
He even talks about tools that he has used for some of these tasks, ex. JSmin to minify a script, Dojo compressor to obfuscate a script, etc.
Interestingly he also points that most of the optimization for better performing websites seems to be a front end problem more than a back end one. He has learnt this when he was the chief performance Yahoo! and has published a book "High Performance Web Sites: Essential Knowledge for Front-End Engineers " on the same.
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