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The Best Prompt Rule Is the One You Delete: Moving AI Guardrails Out of Markdown and Into Git Locks, Linux insmod, and 15ms Compiler Auto-Fixes

Git locks and compiler auto-fixes enforce AI guardrails directly in codebases.

Cooling
Signal score
14
as of 1d ago
Trajectory
⏳ Too early
needs a few more snapshots

Why this scored 14

every term, weighted
Velocity+0.0 / 40

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

Acceleration+4.1 / 25

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

Cross-source spread+0.0 / 25

How many independent communities are talking about the same entity

Recency+9.7 / 10

Decays to zero over 14 days

Saturation penalty−0.1 / 30

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

Composite13.7

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)
1261

Entities

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