Mass die-offs rising among farmed salmon
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.
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Last year, I covered why it's a great time to jump ship from Windows to Mac, and I haven't been able to let go of that idea since. Apple's M-series chips are shockingly fast and efficient, and its hardware tends to be more durable than typical PC fare. Rumors point to Apple developing a new aluminum case for the low-cost MacBook, so it will likely feel more polished than a typical sub-$1,000 Windows laptop. macOS has also avoided the bloat that's plagued Windows for years — you can turn off Apple Intelligence with two clicks if you want to, and there aren't any annoying ads to deal with.，这一点在爱思助手下载最新版本中也有详细论述
The obvious lesson is: always provide your agents with design hints and extensive documentation about what they are going to do. Such documentation can be obtained by the agent itself. And, also, make sure the agent has a markdown file with the rules of how to perform the coding tasks, and a trace of what it is doing, that is updated and read again quite often.