Starting from certain causality conditions and a discrete form of general c
ovariance, we derive a very general family of classically stochastic, seque
ntial growth dynamics for causal sets. The resulting theories provide a rel
atively accessible "halfway house" to full quantum gravity that possibly co
ntains the latter's classical limit (general relativity). Because they can
be expressed in terms of state models for an assembly of Ising spins residi
ng on the relations of the causal set, these theories also illustrate how n
ongravitational matter can arise dynamically from the causal set without ha
ving to be built in at the fundamental level. Additionally, our results bri
ng into focus some interpretive issues of importance for a causal set dynam
ics and for quantum gravity more generally.