The 26-year-old was out of contract and had his pick of clubs this summer.Per The Standard, Baptiste is set to sign a deal at Kenilworth Road until 2027 at the very least.
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He will get a chance to show whether he can be a regular starter in the Championship.
Despite an impressive effort last season, Luton were relegated to the Championship.