Knock (detonation / "pinking") — a metallic rattle under load, especially accelerating hard or up a hill — is the sound of abnormal combustion, and on a turbo GTI it's something to take seriously because sustained knock damages pistons and rings. The ECU has a knock sensor and will pull timing to protect the engine, but you should find the cause
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