project

PromptProof

Prompt testing and monitoring tool that runs repeated-trial experiments against labeled datasets and reports per-field accuracy, confidence intervals and latency percentiles across several model providers.

Current clusters

build1 publisher

Catching a model-swap regression takes twenty labeled documents run twenty times each

A dev.to write-up swaps the single assertion for per-field hit rates with 95 percent intervals over repeated trials. On its own example table, the pair it calls a real regression has intervals that overlap by 0.3 points.

Publishers:dev.to

Reality

Evidence30
Adoption: Insufficient
Hype gap+35
Incentives75
Confidence60