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Agent Made / Case file

Sted

Self-reportedUnverifiedActiveNeeds morePossible counterexample

Sted / AI developer (LinkedIn confirms role, not the dollar figures). $20 MRR / $200+ spend claim uncorroborated — possible counterexample.

Unverified under desk rules; excluded from Top earners. Methodology.

The earnings claim (summary)

Reported amount
$20 · MRR (uncorroborated)
Income type
MRR (uncorroborated)
Claim period
self-posted claim window
Claim date
2026-10-15
Business type
other
Business model
unclassified
Proof type
self-post-text

Evidence timeline

Dated source events from fields already on this record. Missing values stay “not recorded” — we do not invent dates.

  1. 2026-10-15Claim date
  2. 2026-10-15Source date
  3. not recordedCollected
  4. not recordedLast checked
  5. not recordedMetric as of
  6. not recordedSource published

Source trail

Only fields already recorded on this case. Missing dates show as not recorded — we do not invent checks.

Recorded sources

Inaccessible (not retrieved — not marked false):

  • https://es.linkedin.com/in/dantegaleazzi

Dates

Publication (source_published)
not recorded
Metric as of
not recorded
Source date
2026-10-15
Last checked
not recorded

Reported vs desk label

Claim is unverified under desk rules. Treat the amount as unconfirmed. Evidence level on file: Self-reported. Editorial status: needs-more (editorial keep is not Verified).

What was checked

No check recorded in the supplied data.

Unresolved gaps

Unknowns
$20 MRR uncorroborated; whether $200+ is Sted cost or personal tooling; profit
Open question
Is the $200+ Sted cost or personal tooling?

Evidence checklist

Short casefile from recorded fields only. Extend it; we do not invent missing checks or dates.

  1. The claim

    Sted — by @dantegaleazzi on X — Sted / AI developer (LinkedIn confirms role, not the dollar figures). $20 MRR / $200+ spend claim uncorroborated — possible counterexample.

    $20 USD · MRR (uncorroborated) · timeframe: self-posted claim window · claim date: 2026-10-15

  2. Sources & checks recorded

    Last checked: not recorded. Publication: not recorded. Metric as of: not recorded. Source date: 2026-10-15.

    Only recorded checks appear here. Missing steps stay “not recorded”.

  3. What they establish (named scope)

    Desk label unverified: supporting proof does not meet Verified rules. Scope: unconfirmed claim — not proven earnings.

    Evidence level on file: Self-reported. Income status field: self-reported. Editorial status: needs-more (editorial keep is not Verified).

  4. Unknowns

    Unknowns: $20 MRR uncorroborated; whether $200+ is Sted cost or personal tooling; profit

    Open question: Is the $200+ Sted cost or personal tooling?

    Costs: not recorded. Human effort: not recorded. AI role: Claude/ChatGPT/Codex named as tooling spend context; exact models unknown.

    Inaccessible URLs (not retrieved — not marked false): https://es.linkedin.com/in/dantegaleazzi

Tools used

ClaudeChatGPTCodex

Provider tabs

other

How they did it

Build Sted while running more than 10 Claude and Codex sessions. His words.

  1. Build Sted while running more than 10 Claude and Codex sessions. His words.
  2. Pay $200 a month for Claude and ChatGPT, and say daily AI spend is still rising.
  3. Report MRR even when it is $20. The same figure appears on three posts across two days and in the bio.
  4. Inference: at these numbers the tool bill is ten times MRR. He states both sides. He does not state a path to covering the bill.

Steps above are the recorded desk notes for this case.

Copy this prompt

Point your agent at this case.

I am building a small AI product and I will paste this week's MRR, even if it is under $100. Ask how many Claude, Codex, and ChatGPT sessions I ran and what I paid. Return three lines only: MRR, named tool bill, and unnamed extra AI spend if I know it. Do not project next month.

Is this wrong? Report it Include case ID: dante-galeazzi-sted