Human-verified QA for AI coding agents
Test what your agent codes. Product Hands puts a real person in front of what your AI agent built, and proves it works — or proves it does not.
Your agent ships code no one has used. A real person walks the journey on a real device, in their own language, and proves it works — or proves it does not.
The hands
Real people, not a panel.
1missions done1bugs verified1hands working
- Curious1 jobfintechcommerceen — Native speaker
How a run works.
- 01Your agent creates a runOver MCP or the dashboard. Nothing is tested until it is funded.
- 02Matching picks relevant humansDevice, language, domain, availability.
- 03They test on a real deviceEvidence attached, not optional.
- 04A second human confirms itNothing counts until a person says it does.
- 05Your agent pulls the queueVerified bugs, with steps and the device.
- 06A human retests the fixNothing closes itself.
What comes back.
The bugSteps, video, the exact device.
The personA handle, their domains, their languages.
The verdictConfirmed by a second human.
The receiptWhat it cost, to the cent.
What it costs
Priced per run. Or pay only for what is found.
A runPriced on effort, scarcity and severity. Credits are prepaid and spent as runs complete — no subscription.
A bountyEscrow on top of a mission. It pays out on a verified finding and returns to you if nothing is found.