站在2026年的起点，视频行业的发展趋势已逐渐明朗。
本文使用的数据均来自于马上赢品牌CT，日级别观察以马上赢连续门店模型进行、长期观察以马上赢均衡模型进行观察。马上赢品牌CT数据覆盖了全国县级以上各等级城市（不含乡、镇、村），并深度覆盖全国核心城市群，业态覆盖包括大卖场、大超市、小超市、便利店、食杂店（不含零食量贩）。目前，马上赢品牌CT中的品牌超30万个，商品条码量超过1400万个，年订单数超过50亿笔。
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The rapier crate also published a blog post highlighting a major change to its underlying math engine, in its 0.32.0 version so I asked Opus 4.5 to upgrade to that version…and it caused crashes, yet tracing the errors showed it originated with rapier itself. Upgrading to 0.31.0 was fine with no issues: a consequence of only using agentic coding for this workflow is that I cannot construct a minimal reproducible test case to file as a regression bug report or be able to isolate it as a side effect of a new API not well-known by Opus 4.5.
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2026年3月31日 10时00分