Signalcrest
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otherentity · corroborated across sources

lobsters

for ruby devs

Emerging

12

signal score

1

live items

Cooling

7-day est. ~3

lobsters

Why this scored 12

every term, weighted
Velocity+0.0 / 40 max

Engagement per hour, normalized against the fastest item on its own source

Acceleration+4.3 / 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 are talking about the same entity

Recency+8.5 / 10 max

Decays to zero over 14 days

Saturation penalty1.0 / 30 max

Subtracted once something is big and old — we rank what's next, not what's peaked

Composite11.9

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On a topic's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement. Full methodology

Outlook

low confidence · estimate, not a guarantee

7-day

~3

range 010

14-day

~1

range 010

30-day

~0

range 012

Signal history

7-day window (free)

— — projected trajectory (estimate, not a guarantee)

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. 131

    lobste.rs ~~has~~had a js-error: here is a mitigation

    error mitigation — for web devs

    lobsterswebSteady🔗 4 · javascript2d ago
  2. 221

    Lobste.rs on Spinel

    New platform integration — for ruby devs

    lobstersotherEmerging7h ago