If you've tried grind, dose, time, temperature, and beans, and it's still bitter, consider your water quality. Hard water can alter extraction. Use filtered water. If your machine's pressure is off—too high—you might need a service. But if the problem persists across different beans and settings, it may be time for a new grinder or machine.