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Signalcrest
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aientity · corroborated across sources

apiarium

for product managers, platform engineers

Cooling

13

signal score

as of 1d ago

1

live items

Too early

trajectory — needs a few more snapshots

devto

Why this scored 13

every term, weighted
Velocity+0.0 / 40 max

Its fastest-moving item, measured against the pace of its own source

Acceleration+3.2 / 25 max

Whether that velocity is itself speeding up, as a per-hour rate

Cross-source spread+0.0 / 25 max

How many independent communities its own items come from

Recency+9.8 / 10 max

Decays to zero over 14 days, counted from when we first saw it

Saturation penalty0.2 / 30 max

Subtracted once something is big and old — sized by its biggest item, aged from when we first saw it

Composite12.8

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On an entity's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement, and velocity falls back to engagement over its whole lifetime until a second reading exists. Full methodology

Signal history

7-day window (free)

The evidence

The live items this entity's score aggregates — every community independently talking about it right now. This is the corroboration, shown, not claimed.

  1. 113

    What changed in Apiarium after developers started using it

    Describes how developer adoption altered Apiarium's functionality and roadmap. — for product managers, platform engineers

    devtoaiCooling2d ago