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Implementing a content refresh schedule helps manage this systematically. Rather than updating randomly when you remember, establish a process where high-value content gets reviewed quarterly or semi-annually. During these reviews, update statistics, add recent examples, remove dated references, and add the new update date. This structured approach ensures your most important content remains fresh without requiring constant attention to every article.

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The agent was able to create a very detailed documentation about the ZX Spectrum internals. I provided a few .z80 images of games, so that it could test the emulator in a real setup with real software. Again, I removed the session and started fresh. The agent started working and ended 10 minutes later, following a process that really fascinates me, and that probably you know very well: the fact is, you see the agent working using a number of diverse skills. It is expert in everything programming related, so as it was implementing the emulator, it could immediately write a detailed instrumentation code to “look” at what the Z80 was doing step by step, and how this changed the Spectrum emulation state. In this respect, I believe automatic programming to be already super-human, not in the sense it is currently capable of producing code that humans can’t produce, but in the concurrent usage of different programming languages, system programming techniques, DSP stuff, operating system tricks, math, and everything needed to reach the result in the most immediate way.

In a November 2025 interview, Clavicular said he uses crystal meth to suppress his appetite and "leanmax" (maintain thinness) and has "hollow cheeks." He's separately stated that he bonesmashes with a hammer.

Amazon has