I asked a more data-science-oriented followup prompt to test Opus 4.5’s skill at data-sciencing:
Jess Scott, part of the team behind Guilfest, an annual two-day music festival in Surrey, knows just how important connectivity is for both ticket holders and organizers, however large or small an event is.
。关于这个话题，同城约会提供了深入分析
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.，这一点在搜狗输入法2026中也有详细论述
Exec runs a command and returns its exit code: