The fix: Measure your retention (beans in vs grounds out), purge that amount before the day's first brew, use RDT against static, and purge after every grind-setting change or coffee swap.
Every grinder holds back a few grams of old grounds that contaminate the next dose — the classic cause of bad first cups and drifting doses. How to measure yours, and the purge/RDT/single-dose fixes.
The fix: Measure your retention (beans in vs grounds out), purge that amount before the day's first brew, use RDT against static, and purge after every grind-setting change or coffee swap.
Weigh 18.0g of beans into your grinder and weigh what comes out: 17.4g. Where did the rest go? It's still inside — packed around the burrs, dusted through the chute — and it will come out tomorrow, stale, mixed into tomorrow's fresh dose. That held-back coffee is retention, and it quietly causes two of home coffee's most common mysteries: the bad first cup of the day, and doses that drift even though you weigh your beans.
1. Staleness contamination. Ground coffee ages in hours, not weeks — by the next morning, the grounds lodged in your grinder are flat and stale. Your first grind of the day flushes them out into your dose: a 17g fresh grind carrying 1.5g of yesterday's dust is ~9% stale coffee, easily enough to dull the cup. The signature: the day's first brew is reliably the worst, while back-to-back second brews shine. (If that matches your mornings, retention is your culprit — not the machine warming up. The two are easy to distinguish: warm-up problems persist with a purged grinder; retention problems vanish.)
2. Dose drift. Retention isn't constant — the grinder holds back more or less depending on static, humidity, and roast oiliness. Weigh beans in and you'll get ±0.5g or more out, swinging your brew ratio shot to shot. This is why serious workflows weigh the grounds, not just the beans.
Weigh 20.0g of beans, grind, weigh the output. The gap is your retention. Rough expectations: modern single-dose grinders 0.1–0.5g; typical home espresso grinders 1–3g; hand grinders usually under 0.5g; old commercial grinders with chambers can hide 5g+. Knowing your number tells you how seriously to take the fixes.
Retention is unglamorous plumbing, but it sits upstream of everything: dose accuracy, freshness, and dial-in feedback all pass through it. Measure yours once, adopt the purge, and a small class of daily mysteries disappears.
Note purge amount in your workflow