lobstersdevtools

Maybe we should revisit microkernels

Revisiting microkernel concept

Steady

signal score

↓ Cooling

7-day est. ~23

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Why this scored 17

every term, weighted

Velocity+10.0 / 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+8.7 / 10 max

Decays to zero over 14 days

Saturation penalty−1.5 / 30 max

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

Composite17.3

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

~23

range 22–24

14-day

~22

range 20–23

30-day

~21

range 19–23

Signal history

7-day window (free)

— — projected trajectory (estimate, not a guarantee)

Entities

microkernels

Embed a live signal badge

[![Signalcrest signal](https://www.signalcrest.app/api/badge/lob%3Akrsvrp)](https://www.signalcrest.app/topic/lob%3Akrsvrp)

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