Most commentators agree that the "strong city" is a metaphor. While David may have recalled literal cities like Keilah or Ziklag, the primary meaning is that God's protection was as secure and reliable as a fortified city. John Calvin suggests the miracle was that God provided this fortress-like safety even when David was physically exposed and vulnerable, making God's presence his true stronghold.