The job, before the printer.

Each printer is a unit of a world. Before a program reaches one, the driver's gate holds it to the printer's build volume, and the twin plays it through.

The fab cell world in 3D: four Ender-3 printers and a 3018 CNC on a three-shelf cell, the camera turning and moving in.
Recorded in the workbench: the fab cell world, printers and a CNC on one floor.

Case study · Cam-002's plate on the fleet

Admitted on all 12 printers, reaching none of them.

The program is the slicing case study's G-code for Cam-002's printed parts. Each of the 12 printers in CommandAGI's shop is a unit of worlds/fleet/world.tsx. The gate read each unit's channel from the Ender-3 V3 SE's definition and held the program to the build volume it declares.

Simulated

printers admit the program
12 of 12
build volume each one holds it to
220 × 220 × 250 mm
the program spans
141 × 220 × 41 mm
printers reached: this is a simulation
0
ProvenanceFile cloud://home/user-commandagi/case-studies/printer-runs/cam-002-plate-on-the-fleet.call.jsonRun runs/20261104t163358z-cam-002-plate-on-the-fleetTool admission.js, the driver's gate; twin.js, the twin's timelineRan on This computer (dell-gb10-1)When

What the twin plays

2 h 24 min of moves, 3 h 50 min of printing.

The twin times each move at its commanded feed, and each travel at 3,000 mm/min because the definition names no travel rate. It has no acceleration, so its time is a lower bound. The slicer's estimate, 3 h 50 min, is the nearer one.

of extruding moves, 227,372 of them
576.6 m
of travel, 25,018 moves
96.8 m
layers
154
of the 12 printers commissioned
0

Simulated

Where the twin's time goes on the Cam-002 plate
The numbers
Where the twin's time goes on the Cam-002 plate
MoveTime at the commanded feed
Extruding2.14 h
Travel0.25 h
ProvenanceFile cloud://home/user-commandagi/case-studies/printer-runs/cam-002-plate-on-the-fleet.call.jsonRun runs/20261104t163358z-cam-002-plate-on-the-fleetTool twin.js programTimelineWhen

Run a job in simulation first.

The same program, the same gate and the same records run on a physical printer once it is commissioned and someone holds a grant for it.