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

Fingerprint v2.1

@iron_loom77

Arun Khan · farm · US

Growth hacks I actually used.

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Followers

15,722

Posts / day

9.0

Active months

12

90d growth

49%

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 density0.13
Citation rate0.06
Substantive replies0.19
Technical depth0.06
Originality0.14
Explanatory depth0.20

composite 0.13

Spam check

farm 0.67 · likely spamcadence-gridnear-duplicate-phrasingmutual-amplification
Timing entropy
0.20
Cadence regularity
0.82
Duplication
0.68
Follow churn
0.32
Promo frequency
0.31
CTA patterns
4

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: farm-cluster

bridge_score 0.07

Topics

  • ai0.44
  • comedy0.36
  • startups0.30

Why this person — source posts

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

  • Unpopular opinion: consistency beats talent. Like if you agree.

    id iron_loom77-1 · original · created 2026-09-05T15:39:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @iron_loom77 — 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:d98bd897

Open on X

fingerprint/v2.1 · xradar/1.0 · sha256:d98bd897© 2026 Mila · 026 Inkline Labs LLC. All rights reserved.

© 2026 Mila · 026 Inkline Labs LLC. All rights reserved.

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