Once the basic stuff was working, I wanted to load TAP files directly, simulating cassette loading. This was the first time the agent missed a few things, specifically about the timing the Spectrum loading routines expected, and here we are in the territory where LLMs start to perform less efficiently: they can’t easily run the SDL emulator and see the border changing as data is received and so forth. I asked Claude Code to do a refactoring so that zx_tick() could be called directly and was not part of zx_frame(), and to make zx_frame() a trivial wrapper. This way it was much simpler to sync EAR with what it expected, without callbacks or the wrong abstractions that it had implemented. After such change, a few minutes later the emulator could load a TAP file emulating the cassette without problems.
自动驾驶汽车每时每刻都在和整个城市的路网交互，数据计算是云端的服务器在拼命，而不是指望车内为数不多的摄像头和算力有限的车载芯片，无论算力还是雷达数量，车路云是单车智能的成百上千倍。
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She's the astronaut who smashed through the glass ceiling. And kept on going.，更多细节参见服务器推荐