For Canny, review edge adherence at major joints and corners rather than expecting every noisy line to survive. For Depth, compare foreground overlap, horizon, and camera height. For Fill, zoom into the boundary. For Redux, check that the assigned reference role transferred without copying protected text or an unwanted identity.
A good control workflow also plans failure. Thin Canny lines may disappear, poor depth maps can flatten glass, masks can leave halos, and a visually strong reference can overwhelm the written brief. Change one control at a time and retain the source, control map, prompt, and endpoint label with the result.
Official documentation is the source of truth. This workbench keeps all four preservation contracts together while still sending each generation to the real selected endpoint, so the user can move from tool selection to a verifiable output without losing the model context.
When the first image misses the target, trace the failure to its source: the control image carries structure, while the prompt controls appearance and scene details. Adjust only the side that failed, then rerun the same test.