Signalcrest
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securityentity · corroborated across sources

purpleteam

for security engineers

Steady

7

signal score

1

live items

Cooling

7-day est. ~1

devto

Why this scored 7

every term, weighted
Velocity+0.0 / 40 max

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

Acceleration+0.0 / 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+8.1 / 10 max

Decays to zero over 14 days

Saturation penalty1.1 / 30 max

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

Composite7.0

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

~1

range 12

14-day

~0

range 00

30-day

~0

range 00

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. 19

    I Deployed a Purple Team Inside My Kubernetes Cluster. The Scanners Never Saw It Coming.

    Kubernetes security scanner evasion — for security engineers

    devtosecuritySteady🔗 2 · k8s3d ago