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The frontend was calculating wrong time remaining because end_time was sent without timezone suffix (Z). JavaScript's new Date() interprets "2025-12-20T20:49:20" as local time, but the server stores it as UTC. Fix: Add json_encoders to Pydantic models that append "Z" to all datetime fields, marking them as UTC. Affected models: - AuctionListing - AuctionSearchResponse - MarketFeedItem - MarketFeedResponse - ScrapeStatus