Hibs supporters have had to endure talk of a Hearts title challenge in the early weeks of the season, but the visitors were keen to show they too can make noise in the capital and their recent derby record - two wins in a row, unbeaten in four - gave them plenty of confidence.
Gray resisted the temptation to restore Rocky Bushiri to the starting line-up. Scotland centre-half Grant Hanley warmed up for the upcoming matches against Greece and Belarus with a largely solid showing in defence - until a late lapse in concentration led to the goal.
The question was whether the visitors could breach a defence that had kept back-to-back clean sheets.
Enter Boyle with pace to burn and a useful foil up front in the shape of Kieron Bowie.
The winger's first effort from a tight angle had to be dealt with by Schwolow and the chip on to the crossbar came after Bowie's flick.
The two combined again when Boyle finished well past Schwolow, the flag quickly up and confirmed as correct by VAR.
Hearts sensed an opportunity late in the day after Hanley hesitated at a clearance and conceded a corner.
Kerjota received the ball near the right corner of the box and produced a delivery matched only by Halkett's composed finish.