this post was submitted on 15 Feb 2026
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I got no advice on coffeetime, sorry. But I’d keep a lookout for Skylake Xeons, or maybe whole motherboards with embedded CPUs.
Also, on your heating troubles, you can definitely undervolt Ampere. The cards are designed to clock up to high temperatures and stay there, but your 3060 will work better undervolted and capped at a reasonable clockspeed. I’d recommend the MSI Afterburner's curve optimizer on Windows, and a pyNVML script on Linux.
May I recommend a duct too? I have my 3090 “sealed” against the edge of the case with weather sealing strip foam, and it pulls in ambient air from a different spot where everything is exhausted. This is especially nice because it cuts down on noise, and your GPU fans become “case fans.”