Observed arrival · 2026-09-22
GRO-NASS: Done Means Proven
An evidence-driven gate that replays repository history, tests AI-generated changes, and records what was accepted or refused.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Teams auditing AI-assisted software changes
- Worth noticing
- The page reports 37,785 substantive refusals from 83,630 replayed commits, with denominators and query IDs attached.
Field notes
GRO-NASS combines a local hook workflow with a public replay bench. Its displayed records include refusal reasons, exit statuses, signature outcomes, timestamps, and query identifiers, while the format remains marked 1.0-draft. The project separates exact counts from uncertain measurements: its refusal total is presented as exact, but its 404,444 silent-catch-rule hits have not been manually validated.
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
One card from the complete issue