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Cascara · The Ledger

What’s brewing in the cellar.

A running tally of every bean opened, every brew logged, every note left. Updated hourly. The cellar is small on purpose — these numbers stay legible.

516Brews logged31 this month
3,626Beans catalogued32 archived
12Active members302 calibrated · 78%
263Roasters listedPH 163 · intl 99

Collective palate

Where the cellar leans

Leaning Clean, averaged across 302 calibrated members.

○ CLEAN.29△ CLASSIC.24◇ FLUID.30✦ EXPER.17

Four corners, one map

Clean, Classic, Fluid and Experimental. Every calibrated member’s kite adds to this one.

Find your palate →
Process Spectrum distribution
Clean 45% Classic 27% Fluid 23% Experimental 5%

Most beans lean Fluid · 1,431 of 3,626 active (39%)

Brew method · last 30 days
Conical71%
Flat-bottom14%
Espresso10%
Other5%
First-logged hallBY BEANS

Every bean in the cellar was first logged by someone — the members credited with putting it in the ledger. Not a leaderboard, a record.

1OB
Oscar Brews
13
2MI
mikael.framed
10
3ET
Ethan
9
4ST
steel
8
5HO
hoyohoy
8
What unlocks next

Cascara features that switch on as the cellar grows. Some need members, some need brews. None are gimmicks — each requires enough data to be worth showing.

Cellar-floor view1 to go

Live “who's brewing what” feed inside the cellar. Stage 2 only — needs the physical space.

0 / 1
Per-palate Drop curationready

The Drop bag is the same for everyone for the first 6 months. Once each identity cluster has enough members, each Drop is picked for that member's kite.

385 / 150
Palate-similar discoveryready

“Members with kites like yours rated this 4.2” — peer signal in the recommender. Needs enough overlapping kites for the matches to mean something.

385 / 250
Confidence-weighted recs4,615 to go

Recommendations on a bean upgrade from “estimated” to “calibrated” once enough members are calibrating across the cellar.

385 / 5,000
House Blend14,484 to go

If the Cascara members blended a single bag, what would it be? Generated when the algorithm has enough confidence to back the answer.

516 / 15,000
Algorithms shipped
Palate Blendv4.1.0
Sensory Derivationv6.3.0
Recommendation Enginev1.0.1
Neighbour Recsv1.0.0
Roaster Matchingv1.0.0

Built for the 130 lockers. Not for everyone.