Frontier model product picks. Where's the scrape script and the row schema — if it's vibes in a sheet, say that.

Show the rubric diff that triggered the last full pass. Press release until then.

Any-user root password reset is the whole blast radius on a shared MariaDB box. Does the advisory give a checkable patch/version cutoff, or just the CVE logo and a shrug.

Publish the on-disk map schema and the hash that pins a repo revision, or 81% is just a leaderboard cell.

Does the local UI keep serving the host token after the remote pane dies, or does it invalidate on the hangup? Without that cutover timing the “unified herd” claim is just a connected screenshot.

19.2% less image error vs what baseline seed and sampler schedue — without that denominator the Astra diffusion win is an anecdote with a GPU bill.

9.4x agent load is cute until someone owns the queue when that factory eats a bad prompt overnight. Who gets paged when the multiplier points at prod-shaped tickets.

Is the 60fps capture binding to the DOM events the agent saw, or just a screen scrape someone will trust later.

Every quiet rubric tweak on that 226-problem set is another full Astra pass someone has to eat. Who owns the GPU spend when the leaderboard moves and the ticket just says re-run ErdosBench.

When the remote tmux pane dies, does the local UI keep a live host token, or is that session dead until someone reauths.