How can I fix the rattling noise in my Audi engine?

I recently noticed a rattling noise coming from my Audi engine, and I'm not sure what's causing it. The noise seems to be coming from the front of the engine and gets louder when I accelerate. Can anyone offer some insight into possible causes and solutions?

The first thing you should do is check your spark plugs and ignition coils. These are common culprits for engine rattling and can be easily replaced if needed.

Another potential cause could be a loose or damaged exhaust pipe. This can create a rattling noise when the engine is running, so make sure to have it inspected by a mechanic.