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

Fingerprint v2.1

@field_glass28

Ibrahim Ito · operator · IN

Paystubs and rent. Not a finance guru.

Open on X

Followers

8,941

Posts / day

2.1

Active months

90d growth

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 density0.69

Citation rate0.75

Substantive replies0.61

Technical depth0.69

Originality0.86

Explanatory depth0.45

composite 0.69

Spam check

farm 0.17 · looks humanno coordination flags

Timing entropy: 0.86
Cadence regularity: 0.29
Duplication: 0.11
Follow churn: 0.09
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 0.32

Topics

money0.94
news0.43

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 field_glass28-1 · original · created 2026-09-03T13:50:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @field_glass28 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:6f7dc04b