A number of techniques for determining stellar radial velocities with a precision better than 100 m s -1 are now becoming available. These will find application in a variety of programs, including the study of low-amplitude pulsating stars, or searches for stellar oscillations, starspots, or extra-solar planetary systems. Oscillations or spot effects will very likely limit the ultimate precision for planet search programs to about 1ms -1 .Three types of precision velocity techniques have been proposed, using for wavelength reference either telluric lines, Fabry-Perot fringes, or lines generated in an absorption cell. We have used the latter technique, with a hydrogen fluoride cell, to obtain time series observations of Procyon on three nights. The internal error in these velocities is 10 m s 1 , and the mean night-to-night difference is about 6 m s -1 . These results suggest that the HF technique has good long-term stability, and therefore can be applied to the search for sub-stellar mass companions to solar-type stars.