For teams like student racing, rocketry and satellite groups that replace a third of 60 members each year, deactivating a leaver leaves their check-outs, draft change orders, pending reviews and manager flag in place, and mostly only an admin can clear them, one object at a time.
Recurring agent failure issue in TeamCraft (rudalabs)
What engineers report
A recurring agent failure problem in TeamCraft (rudalabs) that mostly hits the product manager.
Failure pattern: validation / failure
Analyst note
From the Grok pain-radar digests, Nov 9-10 2026 (Nov 9 7:41 AM ET through Nov 10 7:41 AM ET digests plus the Haitch editions). Verified live 2026-11-10: 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 TeamCraft (rudalabs).
Evidence
More recurring errors in TeamCraft (rudalabs)
- Assemblies uploaded through the web UI or API get no BOM even though the server already scans and matches their part references.PLM · impact 74
- In TeamCraft, a revision with no file chosen gets geometry by format rank. On the NIST test assembly with 21 files on one revision, NX ranks first, so the page shows one hex nut's mass, CG and inertia as the whole assembly's, with nothing saying a choice was made. A plausible but wrong number can end up in a mass budget or a flight simulation.MCAD · impact 74
- TeamCraft's CAD folder import writes quantity 1 on every BOM line, even when an Inventor assembly places a bolt four times. The reference scan records which files an assembly references and not how often, so the new graph view shows x1 everywhere. SOLIDWORKS, NX and STEP files carry instance counts the server already reads for previews, but the BOM import never used them, and Inventor .iam occurrence data is not decoded at all.PDM · impact 74
- TeamCraft freezes revisions under a change order and needs every reviewer to approve, but the four-eyes check looks only at the person who created the change order, not at the people who changed the data, an admin can be author and reviewer, and obsoleting or superseding skips review.PDM · impact 66
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.