devtoweb

I Love Dogs, But Dogs Scare Me — So I Built Pawsitive with Gemini 🐾.

Gemini powers a quick web app for dog owners, illustrating rapid LLM-driven prototyping.

Steady

signal score

as of 9d ago

⏳ Too early

trajectory — needs a few more snapshots

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Why this scored 18

every term, weighted

Velocity+0.0 / 40 max

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

Acceleration+11.3 / 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+7.9 / 10 max

Decays to zero over 14 days

Saturation penalty−1.0 / 30 max

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

Composite18.2

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

Signal history

7-day window (free)

Not enough history yet — the trend line fills in as snapshots accrue (every 30 min).

Entities

gemini

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