They got away with five cellphones and cigarettes.
Capt Johannes Ramphora, the SAPS spokesman, says the robbers gained entry by forcing the glass door open.
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Two of the five suspects were armed with firearms but according to Ramphora, none of the night shift employees were injured.
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The suspects fled the scene on foot.