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On a shoestring
Budget Metaphor
Imagine a thin shoelace to represent a small budget, highlighting minimal resources for achieving something. 
Not Poverty
Doesn't mean extreme poverty, but indicates making do with limited financial resources. 
Resourcefulness
Often implies ingenuity or creativity in managing to do something with very little money. 