Whether you can systematically extract what a good reviewer knows and run it at CI speed, I genuinely don’t know. Every check you write is one less thing a human has to catch. But reviewers don’t just catch bugs. They catch drift, intent mismatches, architectural decisions that look fine locally and cause problems three services away. How much of that is encodable is an open question I don’t think the industry has answered yet.
过去一年，中国AI普及的速度在全球范围一骑绝尘。2025年春节前夕，DeepSeek横空出世，普通用户第一次感受到本土大模型的真实能量；2026年春节，各大平台的AI红包大战，让AI持续渗透数以亿计的中国家庭。据中国互联网络信息中心报告，截至2025年12月，我国生成式人工智能用户规模达6.02亿人，较2024年年底增长141.7%。
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Soon, I was back in the galley, ready for my shift. It was dinnertime for the rest of the station. I’d sit sipping instant cocoa, watching the mocha cake or Key-lime pie or tiramisu I made the night before disappearing, bit by bit. The meteorologist from my inbound flight might stop by to say hello. The electronic noticeboard in the dining room showed the flight schedule for the next LC-130 Hercules (“the Herc”) arriving from McMurdo. I’d ask the meteorologist whether he thought the plane would make it in, and, more often than not, he’d shake his head. For months, there was no heavy cream and no fresh eggs on station, never mind an apple or a head of lettuce. “Weather delay” or “mechanical delay” on the board meant no “freshies”—what everyone called fresh fruit, vegetables, and dairy—for me to cook with.
CodexCoder Engineer Codex