A sub-Riemannian metric assigns a length to some tangent directions only — the rest are forbidden, but reachable through chained admissible motions. Geodesics on $\mathrm{SE}(2)$, optimal-control problems with nonholonomic constraints, and Petitot’s V1 model all live in this setting.