metallic rattling

(2016 mustang ecoboost performance) So for reference my check engine light came on saying “system too lean bank 1” error code P0171, and there’s a rattling/scraping sound in what seems like it’s coming from the heat shield or exhaust. Anyone know what could be causing the scraping? Thanks for...