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Deadlockの対処法としてMySQL公式ドキュメントを参考にアプリ側にリトライの仕組みを導入しようと思います。
全体に導入するというより、まずは実際にDeadlockが発生している処理にしぼって設定する方針です。
Backoffの実装は以下のライブラリを使いました。
https://pkg.go.dev/github.com/cenkalti/backoff/v4
リトライのロジックは↓準拠のものになっています。
https://en.wikipedia.org/wiki/Exponential_backoff