# WebAnything

WebAnything automatically rebuilds real URLs into executable, resettable local website environments without per-site manual construction. On five WebHarbor-matched sites and 14 historical states it scores higher on pixel similarity, SSIM and Text F1, with a 12-2-0 blind-audit record; fine-tuning Qwen3.5-9B on 5,856 of its interaction trajectories raises REAL success by 9.9 percentage points.

WebAnything automatically rebuilds real URLs into executable, resettable local website environments without per-site manual construction. On five WebHarbor-matched sites and 14 historical states it scores higher on pixel similarity, SSIM and Text F1, with a 12-2-0 blind-audit record; fine-tuning Qwen3.5-9B on 5,856 of its interaction trajectories raises REAL success by 9.9 percentage points.