oil flush

I hate to keep beating a dead horse, but something should be able to be fixed. This noise in my start up video, started just 3-5,000 miles ago totally out of nowhere. I have researched every forum, YouTube, been to my local mechanic and Toyota. Nothing. However it only does it on cold starts and...