If you are plating with a copper electrode on one side and the workpiece on the other, the solution (of coppoer sulphate) will stay as it is during the process, so you can bottle it and use it next time. Using anything else (such as a paint brush) will have two effects – first the copper in the solution will become impure as metals from the brush etc are dissolved, so it won't work so well next time, and secondly, the plating will not be pure copper and so might not stick or look pretty.
Use distilled water (or de-ionised – eg from a dehumidifier) and avoid contacting the solution with anything metal (except pure copper) for best results. Do not, eg, use an old kitchen spoon to measure out the crystals; a plastic spoon is OK though.
Finally, do not use too high a voltage – best to use a charger or a torch battery, at 3 volts. 12v might look quicker but will it stick?
Cheers, Tim