Edwards' position is in doubt with Luton's return to the Championship this season yet to kickstart.
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The Sun says should he be sacked, Edwards would be due a £1.5m payout - a fortune for the Hatters.
He signed a new four-year deal with relegated Luton only in June.
Luton sit 19th in the division, only three points above the drop zone in the Championship.
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