Start with the fast checks
Outer walls, small details, and overhangs usually need more care than infill or hidden internal areas.
Reduce outer wall speed first when visible quality matters.
Check whether the hotend can melt enough plastic for the requested flow.
Watch for ringing around corners after speed or acceleration changes.
Use different speeds for walls, infill, supports, and first layer.
Free preview guidance is intentionally limited. Beast Vault is where full AI Doctor paths, deeper slicer/profile support, and saved workflows belong.
