DEMODEMO graph: 51 sample follows. Not anyone's real X following. X does not give Mila that graph without OAuth.

Fingerprint v2.1

@ridge_glass26

Pavel Abebe · operator · IN

I do the arithmetic in public.

Open on X

Followers

24,365

Posts / day

1.8

Active months

90d growth

12%

How they post

Scores from 0 to 1. Higher density and citations = more signal. Farm score is how robotic the posting looks — not a court verdict.

Information density0.65

Citation rate0.63

Substantive replies0.68

Technical depth0.63

Originality0.53

Explanatory depth0.62

composite 0.63

Spam check

farm 0.22 · watchno coordination flags

Timing entropy: 0.62
Cadence regularity: 0.34
Duplication: 0.07
Follow churn: 0.04
Promo frequency: 0.05
CTA patterns: 1

Uncalibrated heuristic. Inputs: cadence regularity, timing entropy, duplication, follow churn, promo frequency. No labeled precision/recall/Brier. Not a verdict. Not grounds to punish an account.

Network

Communities: money · journalism

bridge_score 0.14

Topics

money0.92
news0.38

Why this person — source posts

INDEXED SAMPLE posts. Internal ids, snapshot time, quoted text. These are not live X permalinks.

“A receipt is not a personality. It is a price. Let's look at the price.”
id ridge_glass26-1 · original · created 2026-09-20T16:21:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @ridge_glass26 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:bbf5884b