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devtoolsentity · one source so far

gitlabci

for devops engineers, platform teams

Steadystackoverflow
Signal score
21
Live items
1
Trajectory
→ Steady
7-day est. ~20

Why this scored 21

every term, weighted
Velocity+2.3 / 40

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

Acceleration+12.2 / 25

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

Cross-source spread+0.0 / 25

How many independent communities its own items come from

Recency+7.8 / 10

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

Saturation penalty−0.9 / 30

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

Composite21.4

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

Outlook

low confidence · estimate, not a guarantee

7-day

~20

range 0–32

14-day

~19

range 0–34

30-day

~17

range 0–37

Signal history

7-day window (free)
1960

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. 1
    32

    How to resolved failed CI Pipeline job with DNS: transient error (try again later) error?

    Fixing DNS transient errors in CI pipelines prevents build stalls and deployment delays. · for devops engineers, platform teams

    stackoverflowSteady 2 · dockerdevtools3d ago