What ends up
in your cup

A crash course in the physics and chemistry of coffee, from the plant to the espresso puck. Every figure is a small simulation: move the sliders and watch the cause turn into the effect.

  1. 2Plant & place
  2. 3Cherry & processing
  3. 4Green coffee
  4. 5Roast chemistry
  5. 6Roast curve
  6. 7Rest
  7. 8Grind
  8. 9Water
  9. 10Machine
  10. 11Puck
  11. 12Extraction

Each stage can only work with what the stage before it delivered. Brewing can't add flavor that roasting destroyed, and roasting can't create sweetness the farm never grew.

Tonight's plan, about three hours

  1. The map (10 min). Get the whole chain in your head first.
  2. Roast chemistry and reading a roast (60 min). The core for tomorrow: play every preset in the roast simulator.
  3. Plant, processing, green coffee (30 min). What your friend buys, and why it roasts the way it does.
  4. Rest to dialing in (60 min). The physics behind your own espresso; spend time in the puck simulator.
  5. Tasting and tomorrow (20 min). Print the cheat sheet.
  6. Quiz (10 min). Reread whatever you miss.
1

The map of connectionsZusammenhänge

You already know that grind, temperature and tamping change your espresso. Those are the last three links in a chain of roughly forty causes. Here is the whole chain at once, so the rest of the course has somewhere to hang.

Everything that influences a cup

Click any factor. Orange shows everything upstream that shapes it; blue shows everything downstream it changes. The panel explains each direct link.

Start with Roast degree or Evenness / channeling. Those two nodes have the most connections.

Three ideas that organise everything else

1. Potential, transformation, selection. The farm, the variety and the processing decide which molecules are in the green bean: sugars, acids, lipids, proteins, aroma precursors. That is the potential. Roasting transforms it, turning precursors into roughly a thousand aroma compounds while destroying others. Brewing then selects: water dissolves some compounds faster than others, so how much you extract decides which part of the transformed potential reaches the cup.

2. Strength and extraction are different axes. Strength (TDS, total dissolved solids) is how concentrated the drink is. Extraction yield is how much of the coffee you dissolved. A weak cup can be over-extracted and a strong cup can be under-extracted. Most dial-in confusion comes from mixing these up. Chapter 12 makes this concrete.

3. Evenness beats averages. An espresso at 20 % average extraction can be a sweet, balanced 20 % everywhere. Or it can be 26 % in a channel and 15 % in the rest, which tastes sour and bitter at the same time. The same logic applies inside a roasting bean: surface versus core. Many quality problems are distribution problems, not average problems.

Remember
  • Flavor potential is set before roasting. Roasting transforms it. Brewing chooses how much of it you get.
  • Strength (TDS) and extraction (EY) are two separate dials.
  • Uneven is worse than a little off: a uniform 18 % beats a channeled 21 %.
2

The plant and the placeAnbau, Sorte, Höhe

A coffee bean is the seed of a cherry from a tropical shrub. Its job is to feed a seedling, so it packs sugar, protein, fat and defensive chemicals. Those are exactly the raw materials roasting turns into flavor.

Two species dominate the trade

Coffea arabica (Arabica)Coffea canephora (Robusta)
Share of world productionroughly 55–60 %roughly 40–45 %
GeneticsTetraploid (44 chromosomes), self-pollinating, so genetically narrowDiploid (22), needs cross-pollination, so genetically diverse
Where it growsCooler highlands, ideal mean temperature about 18–22 °CHot lowlands, about 22–30 °C
Caffeine (dry green)about 1.0–1.5 %about 1.7–2.7 %
Sucroseabout 6–9 %about 3–7 %
Lipids (fat)about 15–17 %about 10–11 %
Chlorogenic acidsabout 5–8 %about 7–10 %
Typical cupMore acidity, sweetness and aromatic complexityMore bitterness, heavier body, earthy and woody notes, thick crema

Caffeine and chlorogenic acids are the plant's chemical defence; they are bitter. Robusta lives where pests thrive and makes more of both. More sugar and fat in arabica means more raw material for caramel, Maillard and aroma chemistry in the roaster, and more aroma carried in the oils. That is why Italian espresso blends often add 10–20 % robusta: for crema and body, not for flavor complexity.

Varieties: the grape varieties of coffee

Within arabica, most varieties descend from two lines that left Ethiopia via Yemen: Typica and Bourbon. Ethiopia itself still grows thousands of wild and semi-wild landraces, often sold as "heirloom". Variety affects yield, disease resistance, bean size and flavor.

VarietyBackgroundTendency in the cup
TypicaOne of the two founding lines, low yield, tallClean, sweet, delicate
BourbonFounding line, from Réunion (formerly Île Bourbon)Sweet, round, caramel, balanced acidity
Caturra / CatuaíCompact Bourbon mutation / hybrid, high yieldBright, lighter body, solid but less complex
SL28 / SL34Selected in Kenya by Scott Laboratories in the 1930sIntense blackcurrant, tomato-like savoury acidity, juicy
Gesha (Geisha)Ethiopian origin, made famous in Panama in 2004Jasmine, bergamot, tea-like, very aromatic and expensive
PacamaraPacas × Maragogipe, very large beansBig, savoury-fruity, sometimes herbal
Catimor / SarchimorContain robusta genes via the Timor Hybrid, resistant to leaf rustHistorically flatter, some astringency; newer selections are better
Ethiopian landracesWild genetic diversityFloral, citrus, berry, black tea

Origins at a glance

Your friend's green list will be organised by country. These are typical profiles: tendencies shaped by variety, altitude and the dominant process, not rules.

OriginTypical process and varietiesTypical cup
EthiopiaWashed and natural; heirloom landraces; 1,800–2,300 mWashed: jasmine, bergamot, lemon, black tea. Natural: blueberry, strawberry, wine.
KenyaWashed, often double fermentation; SL28, SL34, Ruiru 11, BatianBlackcurrant, grapefruit, tomato-like savoury acidity, juicy and intense
ColombiaWashed; Caturra, Castillo, Colombia; often two harvests a yearBalanced: caramel, red fruit, citrus, medium body
BrazilNatural and pulped natural; Bourbon, Mundo Novo, Catuaí; 800–1,300 m, largely mechanisedNutty, chocolate, low acidity, heavy body. The world's largest producer and the base of many espresso blends.
GuatemalaWashed; Bourbon, Caturra; volcanic regions like Antigua, plus HuehuetenangoChocolate, toffee, apple, spice, bright but round
Costa RicaWashed and many honeys; micro-millsClean, sweet, bright, honeyed
PanamaGesha and others; BoqueteFloral, tea-like, citrus; famous auction lots
Rwanda, BurundiWashed; Red BourbonRed fruit, black tea, juicy; watch for the potato defect
Indonesia (Sumatra, Sulawesi)Wet-hulledEarthy, herbal, cedar, low acidity, very heavy body
YemenNatural, dried on rooftops and terraces; ancient landracesDried fruit, wine, spice, complex and wild
IndiaArabica and robusta; Monsooned MalabarSpice, low acidity, earthy
VietnamMostly robusta; the second-largest producerBitter, woody, strong; espresso blends and instant coffee

Altitude is really temperature

The air cools by about 0.6 °C for every 100 m you climb. Cooler nights and days slow the plant down: the cherry takes longer to ripen, and the seed has more time to fill with sugars, acids and other compounds. It becomes denser and harder, which matters a lot to the roaster. Latitude does the same job: Brazil grows good coffee at 900–1,200 m because it lies 15–22° south of the equator, while Colombia or Ethiopia need 1,500–2,200 m for the same temperatures.

Altitude and latitude explorer

Move the farm up the mountain and see how temperature, ripening time, bean density and cup character shift.

A simplified model (lapse rate 0.6 °C per 100 m, ripening time stretched as temperature drops below the optimum). Real farms add microclimate, shade and slope orientation on top.

The physics

A denser bean has less air space and more cell-wall material per volume. Heat travels through it more slowly, and it resists the steam pressure that puffs the bean up during roasting. Dense, high-grown beans can take more energy early in the roast. Soft, low-grown beans scorch and race ahead more easily. Roasters sort lots by density (in g/L, measured with a graduated cylinder or a densimeter) for exactly this reason.

Ripeness, picking and the farm

A ripe cherry is deep red (or yellow, for some varieties) with roughly 18–24 °Brix of sugar in the pulp. Unripe cherries produce seeds low in sugar that stay pale in the roaster ("quakers"), tasting of peanut, paper and astringency. Selective hand-picking (several passes per season, ripe cherries only) is the main reason specialty coffee costs more than strip-picked or machine-harvested coffee. Farms also float cherries in water: unripe, damaged or insect-eaten cherries are less dense, float, and get removed.

Other farm factors: soil (young volcanic soils are rich in minerals), shade (slows ripening like altitude does and protects biodiversity), rain pattern (rain triggers flowering, so two rainy seasons give two harvests, as in Colombia and Kenya), nutrition and yield (an overloaded tree makes thinner, less sweet seeds) and disease (coffee leaf rust, Hemileia vastatrix, pushes farmers toward resistant varieties).

Ask tomorrow

"What do you know about this coffee before you roast it?" A good roaster will mention country, region, altitude, variety, process, harvest date, moisture and density. Ask how each one changes the plan for the roast.

Remember
  • Arabica has more sugar and fat. Robusta has more caffeine and chlorogenic acids, so it is more bitter.
  • Altitude matters because it means cooler temperatures: slower ripening, a denser bean, more acidity and complexity.
  • Ripeness at picking is one of the biggest quality factors. Unripe cherries become quakers.
3

Cherry and processingKirsche und Aufbereitung

Between picking and the green bean you buy lie a few weeks in which the fruit is removed and the seed is dried. How that happens, wet or dry, fast or slow, with or without fermentation, can change the flavor as much as the variety does.

Inside a coffee cherry, and what each process removes

Hover or tap a layer for its name and role. Pick a process to see which layers are still on the seed while it dries, the steps and timeline, and the typical cup.

Fermentation is chemistry you can taste

As soon as a cherry is picked, wild yeasts and bacteria start eating the sugars in the pulp and mucilage. They produce organic acids (lactic, acetic), alcohols, and esters, the fruity molecules also found in wine and beer. In a washed process, fermentation is used mainly to loosen the mucilage so it can be washed off. In naturals and honeys, the seed dries inside fruit that is fermenting, so more of those products migrate into the seed.

Producers now control this deliberately: sealed tanks without oxygen (anaerobic), CO₂-flushed tanks (carbonic maceration, borrowed from Beaujolais winemaking), added yeast cultures, or fruit "co-ferments". These give intense cinnamon, tropical-fruit, boozy or candy-like flavors. Fans love them; critics say they cover up origin character. Either way, they show that processing is a flavor tool.

Drying: slow and even wins

Seeds must go from around 50–60 % moisture to 10–12 %. Too fast (hot patio, strong sun) cracks cell structures and makes the coffee fade quickly in storage. Too slow, or uneven, invites mould and "ferment" defects. Good farms dry on raised beds with airflow, turn the coffee often, and cover it at midday. Washed coffee usually dries in 10–20 days; naturals in 3–6 weeks.

After drying, coffee rests in its parchment for weeks ("reposo") so moisture evens out. Then the dry mill hulls off the parchment and sorts the beans by size (screens), density (gravity tables), color (optical sorters) and by hand. Sorting removes defects, and the more sorting, the cleaner the cup.

The physics

What matters for storage is water activity (aw), not just moisture %. It measures how "available" the water is to microbes and chemical reactions, from 0 to 1. Green coffee is stable around aw 0.50–0.60. Above about 0.70, moulds can grow. Two lots at 11 % moisture can have different water activity depending on how they were dried.

Remember
  • Washed: clarity and acidity. Natural: fruit, sweetness and body. Honey: in between.
  • Fermentation creates acids, alcohols and esters, which are real flavor compounds, not just a cleaning step.
  • Drying to 10–12 % moisture (water activity about 0.5–0.6) decides shelf life.
4

Green coffee: what the roaster buysRohkaffee

Green coffee is a living, slowly aging agricultural product. Before a roaster turns on the burner, they already know a lot from the spec sheet and from a sample roast. These are the numbers that matter.

MeasureTypical specialty valueWhy the roaster cares
Moisture10–12 %Wetter beans need more energy in the drying phase and roast slower. Very dry beans (below 9 %) roast fast and taste flat.
Water activity0.50–0.60 awStability in storage. High values mean faster aging and mould risk.
Densityabout 650–800 g/L (bulk)Dense beans take more heat early. Soft beans need gentler handling.
Screen size15–18 (in 1/64 inch, so 18 = 7.1 mm)Even size roasts evenly. Small beans and peaberries heat faster.
Defects0 primary, ≤5 secondary per 350 gSCA specialty grade. Each defect type has a taste (table below).
Cup score≥80 of 100 pointsThe SCA threshold for "specialty". 85+ is excellent, 90+ is rare.
Crop yearcurrent crop (under about 12 months)"Past crop" coffee turns woody, papery and loses its acidity.

Defects you can taste

DefectCauseTaste
Full blackOver-ripe or dead cherry, fungusDirty, ashy, earthy
Full sourOver-fermentation, cherries left too longVinegar, rotten fruit, onion
Fungus damage / mouldPoor drying or storageMusty, mouldy, risk of mycotoxins
Insect damageCoffee berry borer (broca)Dirty, sometimes sour
QuakerUnripe cherry: little sugar to brownPeanut, paper, cereal. Visible as pale beans after roasting.
Potato tasteAntestia bug and bacteria (Rwanda, Burundi)Raw potato peel, from 3-isopropyl-2-methoxypyrazine; often only one cup in a batch
Broken, chippedHulling damageUneven roasting, scorched edges

Storage and aging

Green coffee loses quality in months, not years. Oxygen, heat, light and moisture swings drive lipid oxidation and the loss of acids and aromatics. Coffee travels in jute bags with a hermetic liner (GrainPro and similar) or vacuum packs. Roasters keep it cool (ideally below about 20 °C) at stable humidity. Old coffee roasts differently too: it often reaches first crack faster and the cup turns flat, woody and papery. (A few coffees are aged on purpose, like Monsooned Malabar, which is exposed to monsoon winds and tastes low-acid and earthy.)

Price and trade

Commodity arabica is priced off the "C" futures market in New York. Specialty lots trade at premiums, often several times the C price, based on cup score, traceability and relationships ("direct trade"). Importers handle the logistics, financing and sample flow between farms and roasters. A small roastery usually buys from importers who keep stock in European warehouses (Hamburg and Antwerp are big hubs), choosing lots by sample roasting and cupping first.

Decaf

Caffeine is removed from green beans, before roasting. Swiss Water and similar methods use a green-coffee extract saturated with everything except caffeine, so only caffeine diffuses out. Supercritical CO₂ dissolves caffeine selectively under pressure. Ethyl acetate ("sugarcane process") is a natural solvent from fermented cane. Methylene chloride is the efficient, older solvent route. All of them leave the beans more porous and lower in moisture, and darker-looking before they are actually roasted. Decafs roast faster, are hard to judge by color, and degas sooner.

Ask tomorrow

"Do you measure moisture and density, and do you change the roast because of them?" Also ask to smell the green coffee: fresh crop smells like hay, grass and peas; old coffee smells like cardboard and wood.

Remember
  • Moisture, density, screen size, defects and age determine how a coffee roasts.
  • Most defects taste of what caused them: ferment, mould, earth, peanut or potato.
  • Green coffee is perishable. Past-crop coffee tastes woody and papery.
5

Roasting: heat, pressure, chemistryRöstung: Physik und Chemie

In about ten minutes a dense, grassy seed turns into a brittle, porous, brown bean holding hundreds of aroma molecules that weren't there before. Roasting is cooking. The roaster's job is to control how fast heat gets in and when to stop.

Inside a drum roaster

Your friend most likely has a drum roaster. The parts, in the order the heat flows:

  • Burner (gas or electric) under or behind the drum. Its setting is the main lever.
  • Rotating drum with internal vanes that tumble the beans. Drum speed changes how much beans touch hot metal and how well they mix.
  • Fan / airflow pulls hot air through the drum and out the stack. It carries heat in, and carries steam, smoke and chaff (the silverskin) out.
  • Cyclone catches the chaff; many roasteries also run an afterburner or catalyst to burn the smoke.
  • BT probe (bean temperature): a thermocouple sitting in the tumbling bean mass. It reads a mix of bean surface and hot air, and it lags behind.
  • ET probe (environment or exhaust temperature): measures the air, either in the drum or in the exhaust. Placement differs per machine, so ET numbers don't transfer between roasters.
  • Trier (Probenzieher): the little scoop you pull out to look at and smell the beans during the roast.
  • Cooling tray with stirring arms and strong suction. It cools the beans to near room temperature within about 3–4 minutes so the roast actually stops.

Three ways heat gets into a bean

MechanismWhat happensWhere it dominates
ConductionBean touches hot metal or other beans. Heat flows directly through contact.Hot drum walls, especially with small batches or slow drum speed. Too much causes scorching and tipping.
ConvectionHot air flows around the beans and transfers heat at the surface.Most modern drum roasters; fluid-bed (hot-air) roasters like IKAWA; fully convective machines like Loring.
RadiationHot surfaces emit infrared light that the bean absorbs.Hot drum walls and burner housings. A smaller share, but it is there.
The physics: why a bean has a hot outside and a cooler inside

Roasted coffee conducts heat poorly. Its thermal diffusivity is roughly α ≈ 1×10-7 m²/s, similar to wood. The time for heat to soak through a distance L scales as t ≈ L²/α. For half a bean's thickness, about 2 mm: (0.002)² / 10-7 ≈ 40 seconds. So when the surface warms at 15 °C per minute, the center trails by several degrees. The faster you push, the bigger the gap. That is the physical reason very fast roasts can taste roasty outside and grassy inside, and why development time after first crack exists: it lets the core catch up.

The physics: how much energy does roasting take?

Heating 1 kg of beans from 20 °C to 210 °C takes about 1.5 kJ/(kg·K) × 190 K ≈ 285 kJ. Evaporating the roughly 0.1 kg of water inside takes 0.1 × 2,257 ≈ 226 kJ. That is about 0.5 MJ, or 0.14 kWh, per kg, and nearly half of it goes into evaporation. A real drum roaster burns several times this, because most of the heat leaves with the exhaust air, the hot drum and the afterburner. That is why airflow is also an efficiency lever, and why Artisan can log gas use to estimate energy and CO₂ per batch.

The roast, degree by degree

Drag the bean temperature from 20 °C to 245 °C. The bean changes color, swells, cracks and turns oily. The chart shows which chemistry is happening at each moment. Curves are relative (0–100 % of each compound's maximum) and based on typical literature trends, not on one specific coffee.

What happens at each bean temperature

Use the slider or press play. Temperatures are true bean temperatures. Your friend's BT probe may read a few degrees differently.

The chemistry, in plain words

Drying (up to about 150 °C)

Water inside the bean heats up and starts to evaporate, and the bean turns from green to pale yellow. "Dry end" is a misleading name: at yellow, the bean still holds roughly half of its original water. What the drying phase really does is heat the water and push the bean to the temperature where chemistry starts. Evaporation absorbs a lot of energy (2,257 kJ per kg of water), which is why the bean's rate of rise falls early in the roast.

Maillard reactions (about 150 °C to first crack)

Amino acids react with reducing sugars (glucose and fructose, which form when sucrose breaks down). The result is hundreds of compounds: pyrazines (nutty, roasty, cocoa), furans (caramel, sweet), pyrroles, thiazoles, and brown polymers called melanoidins (color, body, some bitterness). A side reaction, Strecker degradation, makes aldehydes with malty and chocolate aromas. The beans smell first like bread and toast, then like cake and caramel. Chaff flies off.

Caramelization (from about 170 °C)

Sucrose, 6–9 % of arabica, breaks down on its own: sweet-smelling caramel compounds such as furaneol, plus acids (acetic, formic) and bitter polymers. By a dark roast, almost no sucrose is left. Sweetness in the cup peaks around light to medium roasts; after that, "caramel" turns into "burnt sugar".

First crack (about 196–205 °C)

Water vapour and CO₂ build up pressure inside the cells, estimated at several bar. The cell structure gives way with an audible pop, like popcorn. Steam bursts out, the bean swells, and the overall reactions become net exothermic (they release heat). The roast can suddenly speed up. That is why roasters reduce heat before first crack.

Development (after first crack)

Acids degrade, sugars keep caramelizing, bitterness builds, and the core catches up with the surface. One to three minutes of development is typical for light to medium roasts. Too little gives grassy, sour, cereal flavors and hard-to-extract beans. Too much and origin character is replaced by roast character.

Second crack (about 224–230 °C)

The cell walls themselves start to break down, with a quieter, faster crackle (like Rice Krispies). Oils migrate to the surface, smoke increases, and flavor becomes bittersweet chocolate, smoky, then ashy. Very harsh-tasting phenylindanes form from chlorogenic-acid breakdown products. They are a big part of the dark-roast bite.

What changes physically

PropertyGreenLight roastDark roast
Moisture10–12 %about 2–3 %about 1–2 %
Weight loss–11–14 %17–22 %
Volume1×about 1.3–1.5×up to about 1.8–2×
Bulk density650–800 g/Labout 400–450 g/Labout 300–350 g/L
StructureHard, elastic, closed cellsPorous, still toughVery porous, brittle, oily surface
Color (Agtron, higher is lighter)–about 70–90about 25–45
Solubilityvery lowlower, harder to extracthigher, extracts easily

Roast degrees by name

Names are fuzzy and temperatures depend on the probe, so roasters usually describe degree relative to the cracks and by color.

NameWhere you dropCupTypical use
Cinnamon / very lightRight at the start of first crackGrassy, cereal, sharp, often underdevelopedRarely on purpose
Light ("Nordic")During or shortly after first crackFloral, fruity, tea-like, high acidityFilter, light espresso
City / City+ (medium-light, medium)End of first crack to about 1 min afterBalanced, sweet, caramel, origin still clearFilter and modern espresso
Full City (medium-dark)On the verge of second crackChocolate, nutty, heavy body, low acidityClassic espresso, milk drinks
Vienna / FrenchInto or through second crackBittersweet, smoky, oily, roast-dominatedTraditional Italian, French
Italian / very darkLate second crackAshy, burnt, thinRare today
Myth: dark roast has more caffeine

Caffeine survives roasting almost completely. Per bean, light and dark are about the same. Per gram, dark is slightly higher because the bean lost more mass. Per scoop, dark is lower because the beans are bigger and lighter. The "kick" people feel from dark roasts is really bitterness.

Remember
  • Drying, Maillard, development: three phases split by "dry end" (yellow, about 150 °C) and first crack.
  • First crack is steam and CO₂ breaking the cells. After it, the roast turns exothermic and can run away.
  • Lighter means more acidity and origin character, denser and harder to extract. Darker means more bitterness, body and roast flavor, more porous and easier to extract.
6

Reading a roast curve in ArtisanDie Röstkurve lesen

Tomorrow you'll watch two lines climb across a screen while your friend turns knobs. This chapter teaches you to read that screen the way a roaster does. The simulator below uses Artisan's own colors and phase defaults.

What's on the screen

ElementWhat it isWhat to look for
BTBean temperature probe, in the bean pileA smooth climb after the turning point, never going flat or dipping
ETEnvironment or exhaust air temperatureThe heat "pressure" available. BT can't rise if ET isn't above it.
ΔBT (RoR)Rate of rise: how many °C per minute BT is gainingThe roaster's speedometer, and the most-watched line. Usually it should decline smoothly.
ΔETRate of change of ETShows the effect of burner and air changes before BT reacts
CHARGEBeans dropped into the hot drumCharge temperature: the starting heat
TPTurning point: the lowest BT reading after chargeProbe cooling down meets beans warming up. Usually around 1:00–1:30.
DRY ENDBeans turn yellow, about 150 °C in Artisan's defaultsEnd of the drying phase, start of Maillard
FCs / FCeFirst crack start and endThe key event. Development time is counted from FCs.
SCsSecond crack startDark roasts only
DROPBeans released into the cooling trayDrop temperature and time define the roast
Phases barDrying / Maillard / Finishing with times and %Balance between the phases, especially development %
BackgroundA reference roast drawn behind the live oneRoasters steer to follow a profile that tasted good
The physics of RoR

Heat flows into the beans in proportion to the temperature difference between the hot environment and the beans (roughly ET − BT), minus what evaporation eats. As BT climbs toward ET, the driving force shrinks, so RoR naturally declines unless the roaster adds heat. Two forces bend the curve on top of that: evaporation cooling (strong early, then a burst at first crack) and exothermic reactions after first crack (heat released by the bean itself).

All of this has inertia. A hot steel drum stores far more heat than the beans, and the BT probe lags by 20–30 seconds. A burner change shows up in BT after roughly 30–90 seconds. Roasters steer ahead of the curve, like driving a heavy truck.

Roast simulator

A 5 kg drum roaster in Artisan colors. Set the starting conditions and three burner steps (drying, Maillard, development), choose when to drop, then read the curve. "Keep as background" draws the current roast behind the next one, exactly like Artisan's background feature.

A toy model with real physics: drum heat storage, convection that grows with airflow, more conduction for small batches, evaporation that slows as the bean dries, a steam burst and an exotherm at first crack, and a lagging probe. Absolute numbers will differ on your friend's machine; the cause-and-effect shapes are the point.

Experiments to try in the simulator

  1. Batch size. Keep everything else the same and go from 60 % to 100 %. The roast takes longer, the turning point drops, and you need more gas to keep the same timing. This is why roasters adjust charge temperature to batch size.
  2. Hot charge, small batch. Charge 235 °C with 35 % batch. Fast, aggressive, scorching warning.
  3. Development. Drop at 30 s versus 150 s after first crack. Watch the drop temperature, weight loss, color and DTR.
  4. Cut the gas hard at first crack (Maillard 70 %, development 0 %): the RoR crashes. Then leave lots of gas in development (Maillard 75 %, development 60 %): the RoR rises again (a "flick").
  5. Airflow. Very low airflow means less convection, a hotter ET and smoke. Very high airflow carries heat out of the stack and slows the roast.

The roaster's levers

LeverEffectTypical use
Charge temperatureSets the early momentum and turning pointHigher for bigger batches, denser or wetter beans. Lower for small batches, decafs and soft beans.
Batch sizeThermal mass: bigger is slower and more stableMost roasters work at 50–80 % of nominal capacity
Burner / gasEnergy input: the main steering wheelLots early, stepped down through Maillard, reduced before first crack
AirflowConvective heat transfer, smoke and chaff removalLower early (keeps heat in), raised from yellowing or first crack to clear smoke
Drum speedMixing and contact with metalUsually fixed; faster reduces scorching
Drop time / temperatureFinal degree and developmentDecided by temperature, time after first crack, color, smell and sound

Key numbers roasters talk about

  • DTR (development time ratio) = development time ÷ total time. Typical: 15–25 %. Light filter roasts often sit around 12–18 %, espresso roasts around 18–25 %. Useful, but only within one machine and one coffee.
  • Development time in seconds: often 60–150 s.
  • Total time: drum roasters typically land between 8 and 14 minutes.
  • Weight loss: a rough but honest measure of roast degree. Light 11–14 %, medium 14–17 %, dark 17–22 %.
  • Color: measured on whole beans and ground coffee with a color meter (Agtron, Lighttells, Tonino, ColorTrack). The difference between whole and ground shows how evenly the inside developed compared with the outside.
Rules of thumb, not laws

"Always a declining RoR" and "DTR must be 20 %" are popular heuristics (made famous by Scott Rao). They help you find mistakes, but great roasts exist outside them. The cup is the judge. Profiles are tools for repeating a good result, not proof of one.

Roasting for espresso or for filter

GoalTypical approachWhy
Light filterEnergetic start, drop 45–75 s after first crack, DTR about 12–18 %Keeps acidity and floral, fruity origin aromatics. Filter brewing extracts gently, so high acidity reads as clarity.
Modern espressoSimilar start, longer development (90–150 s), DTR about 18–25 %Espresso concentrates everything, so acidity gets sharp. More development raises solubility and sweetness and softens acidity.
"Omni" roastIn betweenOne roast for both methods; common in small roasteries
Traditional espressoInto or near second crackChocolate, roast, body; very soluble; forgiving in milk drinks

Blends. Coffees can be roasted together (pre-roast blending: one profile, simpler) or separately and mixed afterwards (post-roast blending: each component gets its ideal profile, more work). Dense high-grown beans and soft low-grown beans roast at different speeds, so many roasters blend after roasting.

Automation. Artisan can do more than record. With supported machines it can move the burner and airflow itself, follow a background profile with its PID controller, trigger actions by alarms (for example "at 150 °C set burner to 60 %"), and log every event button and slider move so a roast can be repeated exactly.

Roast defects and their curve signatures

DefectWhat the curve or beans showCup
ScorchingVery hot charge with a small batch, or slow drum. Dark burn marks on the flat face.Ashy, smoky over a sour, underdeveloped core
TippingToo much heat early. Burnt tips at the ends of the bean.Burnt, bitter notes
UnderdevelopedDrop too soon after first crack, low DTR, big whole/ground color gapGrassy, peanut, cereal, sharp sour, low sweetness
BakedRoR flat or stalling for a long time, very long roastFlat, bready, papery, dull sweetness
Crash / flickRoR collapses at first crack, then jumps back upOften flat or smoky, less sweetness
OverdevelopedLong development, drop near or into second crackRoasty, bitter, smoky, origin character gone

Artisan features worth knowing

  • Roast › Background… loads a previous roast as a reference behind the live curve.
  • Roast › Properties… holds green and roasted weight (so Artisan calculates weight loss), color, density, moisture and notes.
  • Config › Phases… sets the dry end and phase limits (default 150 °C; Maillard until first crack).
  • Config › Curves… controls RoR smoothing and the delta span. More smoothing means a calmer line but more lag.
  • Tools › Designer lets you draw a target profile. Tools › Simulator replays a profile. Tools › Comparator overlays many roasts.
  • Roast › Cup Profile… records cupping scores as a flavor wheel.
Ask tomorrow
  • "Can I have the .alog files of today's roasts?" Then open them at home in your own Artisan, and load one as the background for the next.
  • "When do you cut the gas, and what do you look for to decide?"
  • "What does a bad roast look like on your screen?"
  • "How do you warm the roaster up, and what do you do between batches?" (the "between batch protocol": the first roast of the day behaves differently).
Remember
  • ET is the push, BT is the response, RoR is the speed. RoR usually declines over the roast.
  • Everything lags. Roasters act 30–90 seconds ahead of the curve.
  • Turning point, dry end, first crack, development time, drop: know where each one is on the screen.
7

Rest, degassing, stalingRuhezeit, Entgasung, Alterung

Fresh-roasted coffee isn't at its best straight out of the cooler. It is full of CO₂ that gets in the way of extraction. A few days to weeks later it peaks, and then it slowly goes stale.

CO₂: trapped gas

Roasting creates CO₂, mostly from Maillard and Strecker reactions and sugar breakdown, and darker roasts create more. Much of it stays trapped in the bean's porous structure and slowly diffuses out over days and weeks. During brewing, escaping gas pushes water away from the grounds. In filter coffee you see that as the bloom. In espresso, too much gas makes uneven, gassy shots with big bubbly crema and sour flavors. Some CO₂ is good, though: it forms crema.

Gas leaves a ground particle far faster than a whole bean. Diffusion time grows with the square of the distance, and a 0.3 mm particle has about a twentieth of a 6 mm bean's escape distance, so it degasses roughly 400 times faster. Ground coffee loses a large share of its CO₂, and of its aroma, within minutes. Grind just before brewing.

The freshness window

Whole-bean CO₂ content and aroma quality over the days after roasting. Darker roasts are more porous: they degas and stale faster. Light roasts often need more rest for espresso.

An illustrative model (exponential degassing, staling after a peak). Real curves depend on bean, roast and packaging. Use it for the shape, not exact days.

Staling

Staling is chemistry, not just gas loss. Oxygen attacks the coffee's oils (lipid oxidation gives cardboard and rancid notes). Delicate aroma molecules evaporate, and some react with each other or with oxygen. The bean also absorbs moisture and smells from its surroundings. Heat speeds up all of it: as a rough rule, chemical reaction rates about double for every 10 °C warmer.

StorageVerdict
Bag with a one-way valve, closed, cool and darkGood for 2–6 weeks. The valve lets CO₂ out without letting oxygen in.
Nitrogen-flushed packagingWhat many roasters use: the headspace oxygen is replaced by nitrogen before sealing, so staling barely starts until you open the bag.
Airtight containerGood. Less headspace (air) is better.
Freezer, airtight, portionedVery good for long storage: freezing slows staling dramatically. Grind straight from frozen, or let the sealed container warm up before opening so water doesn't condense on the beans.
FridgeBad: humid, smells, condensation every time you open it
Open bag, ground coffee, sunlightStale within days, or hours for ground coffee
Remember
  • Too fresh means too much CO₂: uneven, sour, gassy shots. Rest espresso roasts about 1–3 weeks, filter about 3–14 days.
  • Grind immediately before brewing. Ground coffee loses gas and aroma in minutes.
  • Staling is oxidation and aroma loss. Store cool, dark and airtight, and freeze for the long term.
8

Grinding: surface and distanceMahlen und Mahlgrad

Water can only dissolve what it can reach. Grinding decides two things: how much surface the water touches, and how far dissolved molecules have to travel from inside a particle to escape. Both follow simple geometry.

The geometry

A coffee bean is built from cells about 20–50 µm across (a hair is about 70 µm). When you grind, cells at a particle's surface are smashed open; their contents dissolve almost instantly. Cells inside the particle stay intact, so their solubles must diffuse out through cell walls and pores. That is slow.

surface per gram ∝ 1 / d      diffusion time ∝ d²Halve the particle size: twice the surface, but the inside empties four times faster.

How a particle empties

Cross-sections of three particle sizes during brewing. The outer ring of broken cells releases its solubles at once; the rest diffuses out from the inside. The chart shows how much of each particle's extractable material is out after a given time.

Sphere diffusion (series solution) with an effective diffusion coefficient of 1.5×10-11 m²/s at 93 °C, scaled with temperature by the Stokes–Einstein relation, plus a 30 µm layer of broken cells. Published values vary with roast and method, but the d² scaling holds.

Nobody grinds one size

Every grinder makes a particle size distribution: a main peak around the size you set, plus a population of fines (under about 100 µm, mostly cell-wall fragments) and some boulders. Fines extract almost instantly and add body, but they also clog the puck and migrate to the bottom. Boulders under-extract. The shape of the distribution is why grinder quality matters so much.

Particle size distribution

Change the grind setting and burr type. The shaded region is fines (under 100 µm). The readouts show the trade-offs.

Distributions are modeled as two log-normal populations (main and fines). Shapes follow published laser-diffraction measurements in spirit, not for any specific grinder.

Burrs, alignment and other grinder physics

  • Conical burrs tend to make a wider, more bimodal distribution (more fines): more body and texture, more forgiving, less clarity.
  • Flat burrs tend toward a narrower, more unimodal distribution: more clarity and separation of flavors, often higher extraction, less body. Big flat burrs (64–98 mm) are popular for light-roast espresso.
  • Alignment: if the burrs aren't parallel, one side grinds finer than the other. Distribution widens.
  • Retention and static: old grounds stuck in the grinder end up in your next shot. A drop of water on the beans before grinding (RDT, the Ross droplet technique) kills static and clumping.
  • Roast degree: darker beans are brittle and shatter into more fines. Light beans are tough, so you usually need to grind them finer and expect a tighter distribution.
  • Heat: grinding warms the grounds slightly and drives off some aromatics. Single-dosing cold beans is a trick to get a tighter distribution.
Finer is not always more extraction

In theory, finer grind means more surface and shorter diffusion, so more extraction. In an espresso puck, past a point, very fine grind makes the bed so resistant that water forces its way through a few channels instead. Average extraction then drops and the shot tastes sour and harsh at once. A 2020 study (Cameron et al., Matter) showed exactly this and found that a slightly coarser grind with less coffee gave more consistent, higher extractions. Chapter 11 lets you see it happen.

Remember
  • Surface scales with 1/d, diffusion time with d². Grind size controls speed, not just flow.
  • Every grind is a distribution. Fines mean body and clogging; boulders mean under-extraction.
  • Grinder quality, burr type and alignment shape that distribution as much as the dial does.
9

Water: the other ingredientWasser

An espresso is about 90 % water, a filter coffee about 98.7 %. The minerals dissolved in it change how well coffee compounds are extracted and how acidity tastes, and decide whether your machine scales up or corrodes.

Two numbers matter most

Hardness is the amount of calcium (Ca²⁺) and magnesium (Mg²⁺). These positively charged ions bind to many flavor molecules and help pull them out of the coffee. Research (Hendon et al., 2014) found that magnesium binds more strongly than calcium to many coffee compounds and tends to extract more fruity and acidic notes. With very soft water, extraction tastes hollow.

Alkalinity (buffer, mostly bicarbonate HCO₃⁻; on German water reports it appears as Karbonathärte, KH) neutralises acids. A little keeps acidity pleasant. Too much flattens it into a dull, chalky cup. Too little and acidity becomes sharp and sour.

On top of taste: hot water with lots of calcium and bicarbonate precipitates limescale (Ca²⁺ + 2 HCO₃⁻ → CaCO₃ + CO₂ + H₂O), the reaction that clogs boilers. Very soft or chloride-rich water corrodes metal instead.

Where does your water sit?

Enter numbers from your water supplier's report (German reports list Gesamthärte and Karbonathärte in °dH) or pick an example. The map shows the taste and machine-risk zones.

Zones are approximate guides based on the SCA's water recommendations (target hardness around 50–175 mg/L and alkalinity around 40–75 mg/L, both as CaCO₃). 1 °dH = 17.8 mg/L as CaCO₃.

SCA water standardTargetAcceptable
Total dissolved solids150 mg/L75–250 mg/L
Calcium hardness (as CaCO₃)68 mg/L (about 4 °dH)17–85 mg/L
Total alkalinity (as CaCO₃)40 mg/L (about 2.2 °dH)at or near 40 mg/L
pH7.06.5–7.5
Sodium10 mg/Lat or near 10 mg/L
Chlorine00

Make your own water

Coffee nerds build water from distilled or reverse-osmosis water plus two concentrates. Epsom salt (magnesium sulfate heptahydrate) supplies hardness; baking soda (sodium bicarbonate) supplies buffer.

DIY water calculator

Concentrate A: 2.46 g Epsom salt in 1 L distilled water = 1,000 mg/L hardness (as CaCO₃). Concentrate B: 1.68 g baking soda in 1 L distilled water = 1,000 mg/L alkalinity (as CaCO₃).

Filters

  • Jug or inline cartridge filters (ion exchange): swap calcium for hydrogen or magnesium and remove some bicarbonate. They lower KH, which is great for taste and scale. Change them on time, or they release what they collected.
  • Reverse osmosis: removes almost everything; you must remineralise, or you get flat coffee and corrosion.
  • Activated carbon: removes chlorine and off-flavors but not hardness.
Remember
  • Hardness (Ca, Mg) helps extraction. Alkalinity (KH) buffers acidity. Too much buffer makes a flat cup.
  • Many German tap waters are too hard and too alkaline for coffee: flat taste and scale. Filter or build water.
  • Target about 3–6 °dH hardness and about 2–4 °dH KH as a starting point.
10

The espresso machineDie Siebträgermaschine

An espresso machine has two jobs: deliver water at a stable temperature, and push it through a compacted bed of coffee at high pressure. Each design solves those two jobs differently, and the differences show up in the cup.

Inside the machine

Pick a heating design, then click any part to learn what it does. The lower chart shows how stable brew temperature is through a shot and over repeated shots.

Temperature traces are illustrative: typical behaviour for each design, not measurements of a specific model.

Pumps and pressure

Vibration pumps (small, cheap, buzzing) can make up to about 15 bar; an over-pressure valve (OPV) bleeds the excess so the puck sees about 9–10 bar. Rotary pumps are quieter and steadier and can be plumbed in. Newer machines control pressure or flow electronically (pressure profiling, flow profiling).

Why around 9 bar? Partly tradition, partly physics: enough pressure to push water through a fine, dense bed in 25–35 s and to emulsify oils and dissolve CO₂ for crema. More pressure is not simply better. The puck compresses harder and gets less permeable, and channels form more easily. Several studies and many modern recipes use 6–9 bar.

Temperature stability

Brew temperature is usually 90–96 °C. A degree or two makes a noticeable difference: hotter dissolves and diffuses faster, so you extract more, which is often good for light roasts and harsh for dark ones. What matters most is that the temperature is repeatable. A PID controller (a feedback algorithm, the same principle Artisan uses for roaster control) holds a boiler within about ±0.5 °C, while an old pressure switch swings several degrees.

The group head matters too. The famous E61 group (1961) is a heavy chromed brass lump heated by a thermosiphon: hot water circulates from the boiler through the group by convection. It is stable once hot but needs 20–30 minutes to warm up. Saturated groups (directly attached to the boiler) and electrically heated groups warm up faster and hold temperature tighter.

Baskets

Many home machines ship with pressurised (double-wall) baskets. They have a single tiny exit hole that builds pressure regardless of grind, so pre-ground coffee produces a foamy imitation crema. They are forgiving but make real dial-in impossible: grind size barely changes the shot. For everything in this course you need a standard single-wall basket, ideally a precision one, matched to your dose (an "18 g basket" for about 17–19 g).

Cleanliness is flavor

Coffee oils polymerise and go rancid on the shower screen, in the group and in the basket. Backflush with a blind basket and espresso-machine detergent regularly, soak baskets and portafilters, change the group gasket when it hardens, and descale according to your water. A dirty machine adds bitter, rancid notes that no grind change can fix.

Remember
  • About 9 bar, about 93 °C, stable and repeatable. Repeatability matters more than the exact number.
  • Single boiler, heat exchanger, dual boiler and thermoblock trade cost against stability and steam power.
  • E61 groups need about 25 minutes of warm-up. Clean the group and baskets often.
11

The puck: pressure, flow, channelsDer Puck, Tampen, Kanalbildung

This is where the physics you have been tasting becomes visible. The puck is a porous filter bed, and water flowing through it follows a law worked out in 1856 for the town fountains of Dijon.

How hard should you tamp?

Your tamp versus the pump

Pressure acts on the whole area of the puck. Compare the force of the water to the force of your arm.

At 9 bar on a 58 mm basket the water presses on the coffee with about 240 kg-force, more than ten times a firm tamp. So the job of tamping is not to "compress the coffee enough". It is to remove air gaps and create a level, uniform bed before the water arrives. Past full compaction (roughly 10–15 kg is plenty), extra force changes very little. A tilted or uneven tamp, though, creates a thin side that water will prefer.

Darcy's law: why grind size dominates flow

Q = k · A · ΔP / (μ · L)Q flow rate, k permeability of the puck, A basket area, ΔP pressure drop, μ water viscosity, L puck height

Flow is proportional to pressure, but permeability depends on particle size squared (and on porosity, very steeply). That's the Kozeny–Carman relation: k ∝ d² · ε³ / (1 − ε)². Small grind changes therefore make large flow changes. The particles that control permeability are mostly the fines, because they fill the gaps.

Flow playground

Change one variable at a time and watch which ones matter a lot (squared or cubed) and which ones only a little.

Calibrated so that an 18 g dose, medium grind, 9 bar and 93 °C give about 1.9 g/s. Water viscosity follows the Vogel equation (0.30 mPa·s at 93 °C, about a third of its value at room temperature).

Channeling, the hidden killer

A real puck is never perfectly uniform. Where it is slightly looser, water flows a bit faster. Faster flow extracts that region faster; extracted coffee loses mass and gets more permeable; so even more water goes there. That is a positive feedback loop, and it ends in a channel. A few channels carry most of the water and get over-extracted (bitter, astringent), while the rest of the puck barely gets wet (sour). Average extraction falls, and the shot tastes sour and bitter at once.

Puck simulator

A cross-section of a puck, with water entering at the top (shower screen) and leaving at the bottom (basket). The colors show local extraction; moving dots are water. Change puck prep and grind, then pull the shot. The pressure field is solved live with Darcy's law on a grid.

48×22 cells. Each cell has a permeability built from grind, random clumps (reduced by WDT), a density gradient (tamp tilt) and its own extraction state, because extracted cells get more permeable. Pre-infusion wets the puck at low pressure first, which lets it swell evenly.

Puck preparation, in order

  1. Dose by weight (±0.1 g). Match the dose to the basket: too much and the puck touches the shower screen; too little and there is a wet, sloppy headspace.
  2. Distribute with WDT (Weiss distribution technique): stir with thin needles (0.3–0.4 mm) to break clumps and even out density. This has the biggest effect of all the steps.
  3. Level the bed (tap or use a distributor) so there are no hills or slopes.
  4. Tamp straight and level, firmly enough to fully compact. Don't twist hard or knock the portafilter afterwards; that breaks the seal at the edge.
  5. Optional puck screen on top: spreads incoming water and keeps the shower screen clean.
  6. Lock in and start immediately, so the hot group doesn't pre-cook the dry coffee.
Reading a spent puck

A wet, soupy puck isn't automatically bad; it often means a large headspace or a dose that was too small. More telling: pinholes or cracks (channels), an uneven, sloped surface, or a much darker ring on one side. A bottomless portafilter shows channels live, as spurts and pale spots.

Remember
  • The water presses about 240 kg on a 58 mm puck. Tamp for evenness, not force.
  • Darcy: flow ∝ pressure × permeability, and permeability ∝ grind size². Fines dominate.
  • Channeling is positive feedback. Even distribution and pre-infusion break the loop.
12

Extraction and strengthExtraktion und Stärke

About 28–30 % of a roasted bean's mass can be dissolved in water. The rest is cell-wall material that never dissolves. Good coffee dissolves roughly 18–22 %, the part that tastes good, in the right concentration.

EY % = (beverage mass × TDS %) ÷ dose18 g in, 36 g out, TDS 10 % → 3.6 g dissolved → EY = 20 %

TDS (total dissolved solids, strength) is measured with a refractometer: dissolved coffee bends light, and the instrument converts that to concentration. Espresso is usually 7–12 % TDS; filter coffee 1.15–1.45 %. EY is calculated from TDS, dose and yield.

Compounds dissolve at different speeds

Small, very soluble molecules come out first: acids, salts, caffeine, simple sugars. Larger, slower ones follow: more sugars and melanoidins (sweetness, body), then bigger polyphenol and melanoidin fractions that taste bitter and drying. The cup concentrates the early compounds; as the shot runs, the later compounds gain weight in the mix. That is why yield (ratio) is such a powerful taste control.

What a shot contains as it runs

Cumulative extraction of compound groups as yield increases. Move "Stop at" to cut the shot and see the balance in the cup. Roast and grind change the speeds.

A first-order kinetics model with different rates per compound group. Real coffee has hundreds of compounds; the order (acids early, harsh compounds late) is well documented. Note that caffeine is among the fastest, so "bitter comes at the end" is only partly true.

The brewing control chart

Plot strength against extraction and you get the chart coffee professionals use. Its axes are the two independent dials from chapter 1. Ratio lines show where a recipe can possibly land.

Control chart

Enter dose, yield and a TDS reading (or estimate one), and see where your shot sits.

Ratios, drink styles and other brew methods

StyleRatio (coffee : beverage)Character
Ristretto1 : 1 – 1 : 1.5Syrupy, intense, lower extraction, can be sharp
Normale1 : 2 – 1 : 2.5The modern standard, balanced
Lungo1 : 3 – 1 : 4Lighter body, higher extraction, risk of harshness
Allongé / Turbo1 : 3 – 1 : 5, coarse and fastVery high extraction, clarity; suits light roasts
MethodPhysicsTypical recipeResult
EspressoPressurised percolation through a compacted bed18 g → 36 g, 25–35 s, 93 °C7–12 % TDS, crema, heavy body
Pour-over (V60 etc.)Gravity percolation; the paper filter removes oils and fines15 g : 250 g (about 1 : 16), 3 min1.2–1.45 % TDS, clarity
French pressImmersion; metal mesh lets oils and fines through1 : 15, 4 min, coarseHeavy body, some sediment
AeroPressImmersion plus a short pressurised pushMany recipesFlexible, clean
Moka potSteam pressure (about 1–1.5 bar) pushes water up through the bedFine-ish grind, start with hot waterStrong, often hot and bitter
Cold brewImmersion at low temperature for 12–24 h1 : 8 concentrateLow acidity, chocolatey, fewer aromatics

Percolation (water flowing through) keeps a high concentration gradient, because fresh water keeps meeting the grounds, so it extracts efficiently. In immersion the water saturates as the brew gets stronger, so extraction slows down by itself. That is why immersion is forgiving and percolation is sensitive to evenness.

Crema

Under 9 bar, hot water dissolves far more CO₂ than at normal pressure. When the coffee leaves the basket, the pressure drops and the gas comes out of solution as tiny bubbles, like opening a soda. Melanoidins and proteins act as surfactants that stabilise the bubble walls, and emulsified oils add color and texture. Crema tells you the coffee is fresh and was brewed under pressure. It doesn't tell you the shot is good, and on its own it tastes bitter and ashy. Robusta and very fresh beans make more of it; old beans make little.

What else is in the cup

  • Caffeine: a double espresso has very roughly 80–150 mg, a large filter cup 100–200 mg. Caffeine extracts quickly. Its half-life in the body is about 5 hours (3–7 h, varying from person to person).
  • Diterpenes (cafestol, kahweol): oily compounds that can raise LDL cholesterol. Paper filters remove almost all of them; espresso, French press and boiled coffee keep much more.
  • Chlorogenic acids: antioxidants and a source of bitterness and acidity. Lighter roasts keep more.
  • Acrylamide: forms early in roasting from the amino acid asparagine and sugars (a Maillard side product), then partly breaks down again. Lighter roasts contain somewhat more than dark ones.

Temperature and profiles

  • Hotter speeds up dissolution and diffusion and lowers viscosity (faster flow). Light roasts: 93–96 °C. Dark roasts: 88–92 °C to tame bitterness.
  • Pre-infusion (1–4 bar for 5–15 s) wets the puck evenly before full pressure, so there is less channeling.
  • Declining pressure (lever-style, 9 → 6 bar) counters the puck losing resistance as it erodes, keeping flow steadier.
  • Flow profiling controls the flow rate directly, for example a slow start, a faster middle and a gentle finish.
Remember
  • EY = beverage mass × TDS ÷ dose. The target is about 18–22 %; light roasts can go higher.
  • Acids come out first, sugars and body in the middle, harsh compounds last. Yield is a taste dial.
  • Ratio moves you along a line on the control chart; grind and temperature move you across lines.
13

Dialing in: from taste to causeEinstellen nach Geschmack

Dialing in is running experiments: you change one variable, taste, and reason backwards from the taste to the cause. Everything in the earlier chapters exists to make that reasoning faster.

A reliable routine

  1. Fix the dose for your basket (for example 18 g in an 18 g basket). Leave it alone.
  2. Choose a ratio for the roast: about 1 : 2 for medium, 1 : 2.2–2.5 or more for light, 1 : 1.5–2 for dark.
  3. Grind to hit a time window (about 25–35 s including pre-infusion) at that ratio. Time is a guide, not the goal.
  4. Taste. Then adjust ratio (first), grind (second) or temperature (third).
  5. Change one thing at a time, and write it down: dose, yield, time, grind setting, taste.
TasteMost likelyTry
Sour, sharp, salty, thin, short finishUnder-extractedLonger ratio; finer grind; hotter water; more rest if very fresh
Bitter, harsh, dry, astringent, hollowOver-extracted, or a roast that is too dark for the recipeShorter ratio; coarser grind; cooler water
Sour and bitter at once, fast or erratic flowChanneling (uneven extraction)Puck prep (WDT, level tamp), correct dose for the basket, pre-infusion, often a slightly coarser grind
Flat, dull, muted, chalkyWater too alkaline, stale coffee, baked roastCheck KH; fresher beans; different coffee
Too intense or overwhelmingStrength too highLonger ratio, or a lower dose
Watery, weak but balancedStrength too lowShorter ratio or higher dose

Dial-in assistant

Tick what you taste and see, enter your shot, and get a ranked list of fixes with the reasoning behind each one.

Train your palate

Sour versus bitter is easy to confuse. Taste water with a few drops of lemon (sour: the sides of the tongue water, a bright prickle), then over-steeped black tea (bitter and astringent: the back of the tongue, a drying, rough feeling on the gums). Then pull one shot as 1 : 1.5 and one as 1 : 3 and compare.

Remember
  • Dose fixed, ratio chosen, grind for time, then adjust by taste: one change at a time.
  • Sour means under, bitter means over, both at once means uneven.
  • Flat and dull often isn't extraction at all. It's water, staleness or the roast.
14

Milk: foam physicsMilchschaum

Steaming does two things: it heats the milk with condensing steam, and it whips air into it. Proteins hold the bubbles, fat makes them creamy, and temperature decides sweetness.

  • Stretching (tip just under the surface, a gentle hiss) draws in air. Do it early, while the milk is cold (below about 35–40 °C), because cold proteins build foam better.
  • Texturing (tip deeper, a whirlpool) breaks big bubbles into microfoam that is glossy, with invisible bubbles, like wet paint.
  • Proteins (casein and whey; about 3.3 % of milk) unfold at the air–water surface and form a skin around each bubble.
  • Fat makes foam creamier but less stable; skim milk foams big and dry.
  • Lactose (about 4.8 %) tastes sweeter when warm. Perceived sweetness peaks around 55–65 °C.

Milk temperature

Slide to see what happens to sweetness, foam and flavor as milk heats.

Plant milks: barista versions add oil (for texture), and acidity regulators such as dipotassium phosphate, so the hot, acidic coffee doesn't make the proteins clump (curdling). Oat foams most like dairy.

Remember
  • Air in early and cold, then texture. Stop at 55–65 °C.
  • Above about 70 °C whey proteins denature: cooked, eggy flavors and collapsing foam.
15

Tasting like a roasterVerkostung und Cupping

Your tongue detects five basic tastes. Almost everything else you call "flavor" is smell, coming up from the back of your mouth into your nose (retronasal aroma). That is why slurping matters and why coffee tastes of nothing when you have a cold.

The parts of a taste

AttributeWhat it isComes mainly from
AromaSmell: dry grounds (fragrance) and wet coffee (aroma)Volatile compounds from roast and origin
AcidityBrightness, liveliness: citric (lemon, orange), malic (apple), phosphoric (sparkling), acetic (vinegar, if excessive)Altitude, variety, process, light roast, under-extraction if sour
SweetnessPerceived sweetness (coffee contains very little actual sugar after roasting)Ripe cherries, good development, balanced extraction, sweet-smelling aromatics
BitternessCaffeine, chlorogenic-acid lactones, phenylindanes, melanoidinsRoast degree, robusta, over-extraction
Body / mouthfeelWeight and texture: thin, silky, syrupyStrength, oils, fines, melanoidins, process (naturals), filter type
AftertasteWhat stays after swallowing: length and qualityBalanced extraction gives a long, sweet aftertaste; over-extraction a dry, bitter one
Balance, clarityHow well the parts fit together, how distinct the flavors areEven extraction, clean processing, filter clarity

The flavor wheel

The coffee taster's flavor wheel

Based on the SCA / World Coffee Research wheel (2016). Start in the center with the broad category, then go outward. Click a segment to see its specific descriptors and where those flavors come from.

Click a segment.

A few key molecules

Over a thousand volatile compounds have been found in roasted coffee, but a few dozen carry most of the aroma. Some to know by name:

CompoundSmells likeFormed by
2-Furfurylthiol"Roasted coffee" itselfMaillard (sugars + the amino acid cysteine)
Pyrazines (e.g. 2-ethyl-3,5-dimethylpyrazine)Roasty, nutty, earthyMaillard
FuraneolCaramel, strawberry-like sweetnessSugar breakdown
2,3-Butanedione (diacetyl)ButterSugar breakdown, fermentation
Methylpropanal, 3-methylbutanalMalty, chocolateStrecker degradation
β-DamascenoneFruity, honey, cooked appleBreakdown of carotenoids
Guaiacol, 4-vinylguaiacolSmoky, spicy, cloveBreakdown of phenolic acids, more in darker roasts
Linalool, geraniolFloral, citrus blossomPresent in the green bean, survive light roasts

Cupping: how roasters taste

Cupping is the industry's standard tasting method. It is immersion brewing in bowls, designed to be repeatable so many coffees can be compared side by side. Your friend will probably cup the roasts.

  1. Ratio: 8.25 g of coffee per 150 ml of water (about 1 : 18), ground slightly coarser than filter.
  2. Fragrance: smell the dry grounds.
  3. Pour water at about 93 °C, filling to the top. Start the timer.
  4. Break the crust after about 4 minutes: push the floating layer of grounds back with a spoon and smell the burst of aroma.
  5. Skim off the remaining foam and grounds.
  6. Slurp from a spoon, hard, so the coffee sprays across your whole palate and aroma reaches your nose. Taste repeatedly as the coffee cools from about 70 °C to room temperature. Defects and acidity show more clearly when it is cooler.
  7. Score each attribute and note descriptors. Rinse the spoon between bowls.
Tomorrow

Ask to cup the same coffee at two different roast levels or development times. That one comparison teaches more than any chapter: you will taste exactly what the curve did.

Remember
  • Most flavor is smell, through the back of the nose. Slurp.
  • Acidity, sweetness, bitterness, body and aftertaste can each be traced back to the farm, the roast or the brew.
  • Cupping: 1 : 18, 4 minutes, break, skim, slurp as it cools.
16

Tomorrow at the roasterySpickzettel für morgen

A field guide for the visit. Tick things off as you see them; ticks are saved in this browser.

Follow one roast from start to finish

MomentOn the screenLook, smell, listen
Warm-upET and BT climbing with no beans in the drumAsk how long, and whether the first batch is different
ChargeCHARGE marker; BT plungesGreen beans pour in from the hopper; hay, grass and pea smell
Turning pointLowest BT, about 1:00–1:30Nothing visible yet
DryingRoR at its highest, then fallingPull the trier: green turning pale, smell of hay and wet grass
Yellow / dry endAbout 150 °CYellow-tan beans; smell of basmati rice, bread dough, toast
MaillardBurner usually stepped downCinnamon color, bread crust, then cake and caramel; chaff flies
First crackFCs marker, often about 195–205 °C on the probePopcorn-like pops, smoke and steam, sweet caramel smell
DevelopmentTimer counting since FCs; RoR low and decliningColor evens out, the bean surface goes smoother; watch the decision to drop
DropDROP markerBeans into the cooling tray; a big smell burst
CoolingCOOL ENDWeigh: roasted ÷ green → weight loss. Color measurement.

Questions to ask

The green coffee

  • Where is it from, which variety and process, what altitude?
  • Moisture and density, and do they change your plan?
  • How do you store green coffee and how long does it last?
  • How do you choose what to buy? Sample roasting?

The machine

  • Capacity, and your usual batch size?
  • Where are the BT and ET probes, and how thick are they?
  • Mostly convection or conduction? Drum speed?
  • What does Artisan control directly, and what do you set by hand?

The profile

  • How do you choose the charge temperature?
  • When do you change gas and air, and why then?
  • What RoR shape and DTR do you aim for?
  • How do you decide when to drop: temperature, time, color, smell?
  • How do espresso and filter roasts differ?

Quality

  • How do you check a roast: weight loss, color, cupping?
  • Which defects have you had, and how did they look on the curve?
  • How long do you rest coffee before selling and drinking?
  • Can I have the .alog files to study at home?

Things to try if you can

  • Call first crack by ear before the roaster does.
  • Pull the trier every 30 s and line the samples up, to see the color progression.
  • Smell the green coffee, then the beans at yellow, at first crack and at drop.
  • Cup two development times of the same coffee side by side.
  • Bite a light-roast bean and a dark-roast bean (crunchy versus brittle).
  • Watch the cooling tray: how quickly do the beans reach room temperature?
  • Ask about safety: chaff fires, cleaning the exhaust, the afterburner.

Everything to remember, on one page

Collected from the "Remember" boxes of every chapter.

One-minute summary to say out loud

"Charge sets momentum. Gas is the steering wheel, but it lags. ET pushes, BT follows, and RoR is the speed, which should usually fall. Dry end at yellow, then Maillard, then first crack, after which the roast turns exothermic, so you cut heat before it. Development lets the core catch up. Drop decides the degree; cupping decides whether it was right."

17

Test yourselfSelbsttest

Answer, then read why. Questions you get wrong point to the chapter to re-read before tomorrow.

18

GlossaryGlossar, English – Deutsch

Your friend will likely use the German terms, and Artisan might be set to either language.

EnglishDeutschMeaning

Sources and further reading

  • Scott Rao, The Coffee Roaster's Companion (2014): the source of most RoR and development heuristics.
  • James Hoffmann, The World Atlas of Coffee (2nd ed., 2018): origins, varieties, processing.
  • Andrea Illy & Rinantonio Viani (eds.), Espresso Coffee: The Science of Quality (2005): the scientific reference for espresso.
  • Jonathan Gagné, The Physics of Filter Coffee (2021) and his blog Coffee ad Astra: grinding, extraction and water physics.
  • M. I. Cameron et al., "Systematically improving espresso: insights from mathematical modeling and experiment", Matter 2 (2020).
  • C. H. Hendon, L. Colonna-Dashwood, M. Colonna-Dashwood, "The role of dissolved cations in coffee extraction", J. Agric. Food Chem. 62 (2014).
  • Specialty Coffee Association: Water Quality Handbook, cupping protocols, brewing control chart; SCA / World Coffee Research Coffee Taster's Flavor Wheel (2016).
  • Artisan documentation: artisan-scope.org/docs and the blog at artisan-roasterscope.blogspot.com.