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Case studies

The receipts library.

Each case study is a real build, with its speed, its cost and how it was tested. Names stay private.

MEASURED

1,451 jobs in 24 hours

finished by the machine, 1.1% failed or stuck

About 196 worker-hours of finished jobs in a day, a median job taking 3 minutes.

Where this number comes from
Job ledger (state/fleet/ledger.jsonl), the last 24 hours to 9 October 2026, via lib/ledger.json

Method: counted from our own job log over 24 hours. Every case below is built the same way, from our own work, on public information. Nothing of anyone's is touched, nobody is replaced, and the client's IT stays in charge.

That is the volume. What does one finished build look like up close?

  • About 70 minUsed vehicle dealershipfrom the first job starting (15:36) to the reviewed build (16:46), 14 October 2026
  • 83 minutesSales coachingfrom the first commit (10:44) to the full course (12:07), 9 October 2026; 409 of its 412 commits
  • 3.5 hoursEducation and practice tradingfrom first idea (05:10) to the finished app (08:40), 7 October 2026

Would it be okay if we looked at a build like this for your business? Book a free consultation, and a no is welcome.

Free consultation + report