To all ancient peoples, the stars contained messages for humans to interpret.
The Torah and the rabbis were no exception. Take, for example, the correspondance between the 12 Tribes of Israel and the 12 constellations of the Zodiac.
Rabbi Storch's book gives a very readable account of how the Talmud and its commentators used the symbols of astrology to teach profound truths.