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I had a Shuttle SV25 and had similar sporadic stability issues until it just refused to boot at all. I will point you straight at the dreaded faulty capacitor problem.

Yup. Exactly the same problem with mine. Replaced a bunch of capacitors in it and all was well again but I junked it soon after because of the noise.