This is so because Visual Studio Code uses SVG Icons and sometimes ... restart VS Code and activate the icons if prompted. If not, manually navigate to File > Preferences > Theme > File Icon ...
After that, force close PowerToys and relaunch it to help it load the plugin. Go to the Run tool settings and enable the SVGL ...
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