Sampsonite

Print3DFlow is a Meta-assisted manufacturing workflow application for small 3D printing shops, inspired by firsthand needs at Print3DStore. It turns customer requests and uploaded STL or 3MF files into reviewed requirements, slicer-backed quotes, compatible printer reservations, and recovery plans when a printer becomes unavailable. Meta Muse Spark Open, served through Baseten, extracts job requirements, identifies missing information, and explains verified planning and recovery options. A production planner makes read-only tool calls and displays the returned evidence. The application validates Meta’s recommendations against deterministic slicing and scheduling results. The demonstration follows a four-color keychain through native Bambu Studio slicing for the X2D, including filament assignments, purge material, filament changes, and estimated print time. The operator separately approves the exact price and reservation. After a simulated outage, outdated advice is marked stale, and Meta explains a feasible replacement slot. Only explicit operator approval commits recovery. Print3DFlow keeps manufacturing calculations grounded in verified tools and production commitments under human control. The prototype runs locally; the demo uses synthetic pricing and does not remotely start a printer.