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shambu (Shavvimal)MCADConfidence: Medium

The author's before-state: "an STL left the CAD tool with no record of what built it. Nothing checked that it was one closed solid, that it matched the CAD volume, or that its holes fitted the parts meant to go in them." The new gates stamp provenance with STL and STEP hashes and CAD volume, refuse stale exports, gauge holes against an ISO 273 fit table, and fail a revision diff on any change the expectation file doesn't list.

Impact Analysis

Persona
Mechanical Designer
Team Size Impact
5x Multiplier
Prototype Delay
3 Days
Est. Annual Cost
$30,000
  • 1 user · 1 month240 min
  • Rest of team960 min
  • Rest of year13,200 min

monthly_minutes × 12 × team_multiplier ÷ 60 × $75/hr = $30k/yr

$75/hr assumed rate.

Annual team-minutes decomposed from the reported monthly inputs.

Evidence & Sources

1 Sources

Analyst Notes

From the Grok pain-radar digests, Nov 2 2026 (Nov 2 8:41 AM ET through Nov 2 10:41 PM ET digests plus the Haitch editions). Verified live 2026-11-03: issue/PR read; title and state confirmed.