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3d-rendering-llm (daniele21)MCADConfidence: Medium

A plan for one full agent CAD edit, from local model proposal through to a new DXF, where the approval has to be a fresh human decision bound to the source file hash, plan revision, before and after door offset, affected IDs and candidate hash. No boolean from the model, no reused receipt, and no commit tool the model can see.

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 1-2 2026 (Nov 1 8:41 AM ET through Nov 2 7:41 AM ET digests plus the Haitch editions). Verified live 2026-11-02: issue/PR read; title and state confirmed.