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testUser122812/10/20251 replyview on HN

Gotcha, so the model is identifying elements on the sheets and determining when to run code checks? Is the model running thousands of code checks per drawing set? I would imagine there are lots of elements that could trigger that


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aakashprasad9112/10/2025

Yep, the model identifies objects/conditions on sheets (fixtures, stairs, rated walls, landings, etc.) and triggers the relevant checks automatically. It can run thousands of checks per project, but we only surface high-confidence findings where the combination of geometry + annotations + code context points to a real risk. Humans stay in the loop to confirm what matters.