Once CAD went into git, two failures stayed silent: an export can drift from the part it was made from, and a committed assembly can point at a file nobody else has. The fix is a script that hashes the export and its source part into a manifest, plus a SolidWorks API check that fails missing, scratch, gitignored or uncommitted references.

Recurring agent failure issue in roark (jaylamping)

roark (jaylamping)MCADAgent failureMedium confidence

What engineers report

A recurring agent failure problem in roark (jaylamping) that mostly hits the mechanical designer.

Failure pattern: validation / silent failure

Analyst note

From the Grok pain-radar digests, Nov 8-9 2026 (Nov 8 8:41 AM ET through Nov 9 6:41 AM ET digests plus the Haitch editions). Verified live 2026-11-09: issue/PR read; title and state confirmed.

What it costs a team

Modeled annual cost

$30,000

For a team of 5

Prototype delay

3 days

Modeled schedule slip per occurrence

Time lost

240 min

Per engineer per month, about 1 incidents

How the cost is modeled

240 min/month × 5 engineers × 12 months = 240 hours × $125/hour = $30,000

A modeled estimate with medium confidence. Swap in your own team size and loaded rate to size it for your team.

Engineering tools that address it

No engineering tool profile lists this error yet. Browse tools that connect to roark (jaylamping).

Evidence

  1. 1jaylamping/roark PR #17: cad: export records and the SolidWorks reference checkgithub.com

More recurring errors in roark (jaylamping)

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Sourced from public community reports. Costs and delays are modeled estimates, not measurements. Know a better source or a fix? Tell us at hello@productflo.io.