Is there a way to avoid the Twitter shortcode throwing an error if the linked tweet becomes unavailable?

In short no.

Please use forum search before posting a question that has been discussed before.

The above is not some whim of mine but a requirement mentioned in the Requesting Help topic.

Furthermore see detailed reply here: Twitter Short Code Timeout

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