Yeah, I had the same issue. Sometimes it was the SD card, sometimes the network interface (not your case obviously), sometimes things connected to USB, sometimes it was running hot… I gave up and now I just run everything on an older Slimbook Zero. Yes, power consumption is higher (still pretty low) but so is stability.
Did you ever had to buy a new laptop because Linux stopped supporting the current one?