This is a follow-up of the analysis: LLMAC vs. Human Expert, where I compared the performance of Qwen 3 Coder 30B running locally using LM Studio 0.3.37 to my own performance using a simple task: Port an existing C code to C++ and add Boost's program_options library to it to replace the user argument parsing. In this …

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In this article I compare the time and energy cost required to update a simple old code used to generate entropy from a RTL SDR dongle from C to C++ by hand and using LLM-assisted coding (LLMAC). The addition of Boost's program options library is considered an extra and will prove to be an issue. The long-and-short of …

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