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When an AI Studio App Won't Install on My Phone Because the Signatures Don't Match

You generate a Kotlin/Compose app in AI Studio, push it to a real device over USB, and the install dies with INSTALL_FAILED_UPDATE_INCOMPATIBLE. Here is why a debug-signed build can't overwrite your Play release, and how to test it without losing your production app.