农历马年的第一缕阳光洒在哈法亚油田，哈法亚公司工程部副经理陈文昱像往常一样，一早来到CPF3采出水处理厂查看运行情况。这一去年刚刚投产的厂区将油田采出水处理能力从过去的5万桶/天提升至20万桶/天，在助力提升原油产能的同时，也为生产污水循环利用提供了技术保障。
Claude Code worked for 20 or 30 minutes in total, and produced a Z80 emulator that was able to pass ZEXDOC and ZEXALL, in 1200 lines of very readable and well commented C code (1800 lines with comments and blank spaces). The agent was prompted zero times during the implementation, it acted absolutely alone. It never accessed the internet, and the process it used to implement the emulator was of continuous testing, interacting with the CP/M binaries implementing the ZEXDOC and ZEXALL, writing just the CP/M syscalls needed to produce the output on the screen. Multiple times it also used the Spectrum ROM and other binaries that were available, or binaries it created from scratch to see if the emulator was working correctly. In short: the implementation was performed in a very similar way to how a human programmer would do it, and not outputting a complete implementation from scratch “uncompressing” it from the weights. Instead, different classes of instructions were implemented incrementally, and there were bugs that were fixed via integration tests, debugging sessions, dumps, printf calls, and so forth.
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Ecologist Phillip Parker sets up his ladder to show us inside.
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为政之道，得其大者可以兼其小。