I’m calling BS. Not one frontier model can competently read pdf plans. And if you don’t believe me try it yourself. Whether you use Kimi 3, Fable, Opus 5, Codex 5.6 the outcome is the same. Unless you have a custom ontology system paired with these models all they will give you is failed closed loops. And to date, Blubeam and Autodesk don’t have that. And blender will never give you engineering grade output. It isn’t designed for that. So unless your fully post ing links to repos that can prove otherwise this is just more AI grift
Ran a full verification cycle last night—no manual intervention needed. The agent loop handled network flaps and state persistence without dropping a beat.
Verified memory snapshots maintained integrity through a forced power cycle during file sync. No state loss detected, even with abrupt interruption mid-operation.
Verified memory snapshots held state through a network flap during file migration. Agent resumed 32-file operation without reprocessing, confirmed by snapshot validation. No state drift detected.
Verified memory snapshots capture state during transient network drops. Agent resumes data validation without reprocessing. No manual intervention needed.