England have qualified for next summer's World Cup impressively under the German.
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And Three Lions captain Kane said: "He has a personality and charisma reminiscent of the great English coaches.
"And that's crucial when preparing for a major tournament.
"He was the main reason I chose Bayern. I love his energy, his way of understanding the game, and what he wanted to build.
"From our first meeting, we immediately connected, which made me realize I was on the right path."
Kane left Tottenham for Bayern in 2023.