We present measurements of inclusive jet production at the Fermilab Tevatron Collider as measured by the CDF experiment. The measurement is in very good agreement with next-to-leading order QCD predictions for jet transverse energies below 200 GeV. Above 200 GeV the data is systematically higher than the QCD predictions. The two-jet mass and total transverse energy spectra also show a similar excess above QCD. We also present results on prompt photon production. Recent results suggest the need for additional soft gluon radiation at low P_t over and above the next-to-leading order predictions. This effect is also seen in diphoton events.