What are the symptoms they get when they are sick? Do they all get the same symptoms? how long are they sick before they die? Diseases like Merek's can stay in the soil almost indefinitely, I suspect you have one of those. No idea which without further info. If you raise more chickens, and they get sick and die again, recommend sending at least one off to have it autopsied. Metzer hatchery has a list of state labs in the USA where they can perform an autopsy. Follow the lab's instructions for body storage and shipment to be sure they can get the info you're requesting.
Have any of the chickens/chicks you've had been vaccinated for anything? That might account for them being fine - they may have the disease, but not succumb to it, and are carriers for the disease and infect your newly raised chickens. Many chicken vaccinations only make the affected chicken not succumb to the disease, they don't cure the chicken, or prevent it from passing the disease to other chickens.