Yes, eggs can go bad over time due to factors like improper storage, temperature changes, and bacterial contamination. Signs of spoilage include cracks, leaks, unusual discoloration, foul odors, and changes in texture. To extend shelf life, store eggs in the refrigerator and use them before the expiration date.