Agent Made / Case file
Sted
Self-reportedUnverifiedActiveNeeds morePossible counterexampleSted / 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.
- 2026-10-15Claim date
- 2026-10-15Source date
- not recordedCollected
- not recordedLast checked
- not recordedMetric as of
- 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
- Social post (as recorded) · primary/original field
Original source ↗ - Social post (as recorded)
Original source ↗ - Social post (as recorded)
Original source ↗
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.
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
Sources & checks recorded
- Original source ↗ — Social post (as recorded)
- Original source ↗ — Social post (as recorded)
- Original source ↗ — Social post (as 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”.
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).
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
Provider tabs
How they did it
- Build Sted while running more than 10 Claude and Codex sessions. His words.
- Pay $200 a month for Claude and ChatGPT, and say daily AI spend is still rising.
- Report MRR even when it is $20. The same figure appears on three posts across two days and in the bio.
- 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