Reproduce it yourself
We do not ask you to trust the claim. We ask you to reproduce it.
The figures below come from Daynought's own execution audits. The live session that follows lets you check the central claim yourself, on a brief of your own.
Figures as of 28 September 2026. These are Daynought's own audits: every application is executed, never scored by reading.
01
The live reproduction session
Run on the production system, in front of your team, on a brief of your choosing.
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Bring a brief
Under NDA, you bring a brief of your own, or choose one.
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Get access
Access to the invite-only platform is granted in advance.
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Generate
The brief is pasted in and Generate pressed. Six stages show as they happen, typically 45 to 75 seconds.
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Read the run page
The run page shows the brief, what was read, what was ruled out, and what the engine completed.
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Download twice and compare
The application is downloaded twice, each copy built fresh, and the two files are compared with any standard tool. They match exactly.
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Run the check
A check included in every export confirms the application matches what it was built from. Change one character and it fails.
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Run it
Optionally, you run the application's own pipeline and start it with one command.
02
The failure record
The corpus keeps its failures. Every low score is published with its cause, the fix, and the re-run.
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Field service management
Re-run9.4
Cause and fixA record whose name clashed with a system name was dropped without warning. Clashes are now renamed, never removed.
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Automotive dealer network
Re-run9.4, then 9.6
Cause and fixAn apostrophe in the application title broke the build. Fixed.
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Marina operations
Re-run9.6, later 9.7
Cause and fixOne page layout variant failed to build. Fixed.
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Crane hire
Re-runProven on the next new domain at 9.6
Cause and fixA record declared with no fields broke the build. Fixed the same day.
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Social housing repairs
Re-run9.6 the same day
Cause and fixA business record named "User" clashed with the system's own user table. Fixed.
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Banking scam claims
Re-runBuilds, 8.6, then 9.1
Cause and fixA missing required value stopped the build. Fixed.
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Third-party risk management
Re-run8.8, then 9.4
Cause and fixWords in an "out of scope" sentence switched on excluded features. Fixed.
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Materials testing laboratory
Re-run9.4
Cause and fixReserved names produced duplicate records. Fixed.
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Pharma cold chain
Re-run9.6
Cause and fixPayment tables appeared in an app with no payments. Fixed.