Signalcrest
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aientity · corroborated across sources

ai agents

for ai founders

Steady

0

signal score

1

live items

Steady

7-day est. ~0

producthunt

Why this scored 0

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+4.1 / 10 max

Decays to zero over 14 days

Saturation penalty10.0 / 30 max

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

Composite-5.8 → clamped to 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

medium confidence · estimate, not a guarantee

7-day

~0

range 00

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. 141

    How Agents Ask for Permission: User Permissions for AI Agents, from Interfaces to Enforcement

    Agent permissions — for ai developers

    arxivaiEmerging11d ago
  2. 28

    I Cut My Agent Token Bill by 60% — Here's the Exact Setup

    Agent token cost reduced — for ai engineers

    devtoaiSteady11d ago