He burned his bridges - quit his job to start a business.
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From 《史记·项羽本纪》 - after crossing the Yellow River, Xiang Yu sank his boats, smashed the cooking pots, and burned the camp, leaving his troops three days' rations. No retreat, no leftovers - fight or die. They won.