For strip splited by "Cut" (K) - "Erase" (X) second part of strip and extend the end point manually or by "Snap to Playhead" (Shift+S) For strip splited by "Hold Cut" (Shift+K) go to properties panel (N) and change "Hold Offset End" to zero (or what ever number that fits to a gap).

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