Budgets will be in either a Draft or Live state depending on if they have responses or not.
Budgets will automatically switch from DRAFT to LIVE when the budget has responses.
You will not be able to make some edits when the Budget is Live. (you might need to delete some test budget responses)
See the step-by-step guide to configuring budgets here.