Trained on the real work, not generic docs.
Understands your scene file, reads your render logs and can fix things on the workstation — Cinema 4D, Houdini, Blender, Octane, Redshift. Lives in @resnapbot, no extra login.
1) Drop sample count to 800
2) Switch to RTX 5090 for 32 GB VRAM headroom
Want me to lower the samples and resume the queue?