Milestone: Budget Manager

"You've spent nine lessons mastering dictionaries — creation, access, modification, deletion, methods, loops, nesting, and dynamic building. Now everything comes together in the Budget Manager — a complete interactive application that manages categories, tracks budgets, and analyses spending. This is the data foundation of the entire Beginner Tier project. Make it excellent."