Observed arrival · 2026-09-23

GRO-NASS: an evidence gate for AI-written changes

gro-nass.net Visit website

Editorial interest 78/100 Selection signal · not a rating of the site

GRO-NASS describes a tool that checks proposed AI changes against tests before they are accepted, and records the results.

Landing page captured for the 2026-09-23 issue.

For: Developers reviewing AI-authored repository changes
Worth noticing: Its scanner reports 640,937 silent-catch hits, but none have been hand-checked, so precision is explicitly unmeasured.

Field notes

The benchmark separates substantive refusals from structural checks and publishes the query behind each figure. It also reports 448 repositories declined for a stated reason. The page distinguishes scanner hits from confirmed defects, noting that none of the listed hits have been hand-checked; that limitation is visible alongside the metric rather than hidden behind a success claim.

Observed signals

Read the marks

Editorial observations of this landing page, not a rating.

○OpenPublic substance visible

✦PrettyNotable craft visible

●ProPolished or operationally mature

◎NicheUnusually specific use

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