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devtosecurity

Your agent isn't reckless. It just can't see the blast radius.

AI agents lack visibility into blast radius, highlighting need for better security monitoring.

Emerging

32

signal score

as of 4d ago

Steady

7-day est. ~22

Why this scored 32

every term, weighted
Velocity+6.7 / 40 max

Engagement gained per hour since the last capture, against the fastest item on its own source

Acceleration+18.7 / 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+7.9 / 10 max

Decays to zero over 14 days

Saturation penalty1.7 / 30 max

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

Composite31.5

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, 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

~22

range 033

14-day

~22

range 036

30-day

~22

range 041

Signal history

7-day window (free)

— — projected trajectory (estimate, not a guarantee)

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Drop this in a README or blog post — it updates automatically as the score moves.