What ways can I test how my webpages run? How do I know what levels of usage (cpu and memory are what matters, I’m guessing) are acceptable?
Any advice to get me started?
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Steve Souders is an excellent resource for keeping up on web site optimization. I’d suggest following his High Performance Web Sites blog. Here is a recent and thorough article to review: http://www.stevesouders.com/blog/2010/05/07/wpo-web-performance-optimization
Steve mentions Speed Tracer and dynaTrace Ajax Edition to test page performance.
Alternatively, you can record load times with Firefox Firebug plugin and/or Webkit’s Developer Tools (Chrome, Safari, etc). Finally, YSlow is an amazing Firefox Firebug Plugin from Yahoo.