BraidForge SU(3) uniquely combines topological qutrit-gate simulation with hydrodynamic forcing, curvature, dissipation, and leakage analysis. Its exact SU(3) Rodrigues kernel, Cayley stabilization, braid-relation and Wilson-loop diagnostics, and AI-assisted control search provide a unified stress-testing environment. It also exports reproducible experiments and clearly distinguishes verified computations from proposed physical interpretations.