Consider the software layer first
Restart loops can happen when the operating system, a driver, or a startup item fails. Safe Mode helps isolate whether the issue is caused by software or by a deeper hardware problem.
If the machine boots in Safe Mode but fails in normal mode, the issue may be tied to a startup item or a failed installation. Recovery tools can also help repair the system.
When to suspect hardware
If the MacBook fails in Safe Mode and Recovery Mode, and the storage or power path is unstable, it may be a board-level or drive fault. This is the point when a proper service check should replace guesswork.
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