see here (also in my wxc blog)

time decay is the cost to pay for compounding, ie gamma. the idea is similar to that of gamma scalping in delta neutral option trading. 

the key is to tell (with a model or with a hunch) when mkt is likely to be mean-reverting and when mkt is likely to trend.