Hand sorting labor cost keeps rising: where do you stop?

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I want to hear real field experience about hand sorting labor cost in quality control. In theory it sounds useful, but inside daily work it also looks like one more variable to control. Some people around me say hand sorting labor cost in quality control is already becoming standard practice, while others say the result is too inconsistent to justify the extra effort.

If you have tested this seriously over repeated batches or harvest cycles, what did hand sorting labor cost in quality control change for consistency, quality, or decision making?

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For hand sorting labor cost in quality control, I only trust conclusion after I see same pattern several times. One successful run can be accident. Repetition is what make the lesson useful.

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I think the bigger issue is not hand sorting labor cost in quality control itself but whether your baseline is stable. If baseline keeps moving, then every experiment around it gives mixed signal.

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From my side this helped only on certain coffees, not on every lot. When the coffee is already forgiving, hand sorting labor cost in quality control does not change much. On difficult lots the effect is clearer.

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I disagree a little with people who say hand sorting labor cost in quality control is only a small detail. Small detail alone maybe yes, but several small details together can move the cup a lot.

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What helped me most was keeping short notes each time. Without notes, discussion about hand sorting labor cost in quality control becomes memory battle and not real evaluation.

Hand sorting labor cost keeps rising: where do you stop?

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