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

Fingerprint v2.1

@garage_lina

Lina Ortiz · founder · MX

Hardware-ish software. Two failed companies, one that pays rent.

Open on X

Followers

13,200

Posts / day

3.1

Active months

90d growth

15%

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 density0.68

Citation rate0.14

Substantive replies0.74

Technical depth0.44

Originality0.72

Explanatory depth0.63

composite 0.55

Spam check

farm 0.08 · looks humanno coordination flags

Timing entropy: 0.81
Cadence regularity: 0.23
Duplication: 0.07
Follow churn: 0.11
Promo frequency: 0.07
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: founders

bridge_score 0.21

Topics

startups0.80
science0.22

Why this person — source posts

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

“Seed decks that lead with TAM are talking to people who have never sold.”
id garage_lina-1 · original · created 2026-09-05T11:08:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

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

sha256:306baeb5