✓ Free account: bookmarks & cross-device reading progress✓ Future purchases attach to this account automatically
A designer trained Qwen 3.5 35B to "paint by writing code" as an agent. A nine-signal reward function stalled at 0.65. After stripping redundant metrics and switching to pairwise comparison scoring, the model broke through the old ceiling using 1/7 of the code volume.