Decking Stirups
Don't use rapid set, using premixed concrete you buy in a bag is OK but mix it with water in a barrow first, don't just stick it in the hole and add water. Make sure there is at least 100mm of concrete under the post and you should be right.
Fence Posts
If they are steel, concrete them in the same as above. Some people like to concrete in timber, others say steer clear of it as it can hold water and cause rotting. I like concrete but ultimately it is your choice.