I had thought it may be a watchdog issue based on what I have read, but I do not know where to start with disabling it. This post mentions a similar issue to mine, but does not go into detail on how they disabled it.
I've tried manually halting through the telnet and that does not seem to help. Especially because it seems that by the time I get in, the mt7688 is already in a halted state.