The gluon polarization contribution to the proton spin is an integral part to solve the longstanding proton spin puzzle. At the Relativistic Heavy Ion Collider (RHIC), the STAR experiment has measured jets produced in mid-pseudo-rapidity, $|\eta| < $ 1.0, and full azimuth, $\phi$, from longitudinally polarized $pp$ collisions to study the gluon polarization in the proton... At center of mass energies $\sqrt{s} =$ 200 and 510 GeV, jet production is dominated by hard QCD scattering processes such as gluon-gluon ($gg$) and quark-gluon ($qg$), thus making the longitudinal double-spin asymmetry ($A_{LL}$) sensitive to the gluon polarization. Early STAR inclusive jet $A_{LL}$ results at $\sqrt{s} = $ 200 GeV provided the first evidence of the non-zero gluon polarization at momentum fraction $x > $ 0.05. The higher center of mass energy $\sqrt{s} = 510$ GeV allows to explore the gluon polarization as low as $x \sim$ 0.015. In this talk we will present the recent STAR inclusive jet and dijet $A_{LL}$ results at $\sqrt{s} = 510$ GeV, and discuss the relevant new analysis techniques for the estimation of trigger bias and reconstruction uncertainty, the underlying event correction on the jet energy and its effect on jet $A_{LL}$. Dijet results are shown for different topologies in regions of pseudo-rapidity, effectively scanning the $x$-dependence of the gluon polarization. (read more)