Diagnose Venus rendering bugs (VK-first), logging discipline, validation layers, per-pass GPU timers, visual bisection, and the failure signatures already catalogued (black output, garbage polygons, stripes, Y-flips, descriptor pool errors). Use when a demo renders wrong/black/corrupt, validation errors appear, or perf budgets need checking.
