Let's check vibe code that acts like optimized C++ one but is actually a mess
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A deep dive into AI-generated C++ code from the 'markus' project (a Markdown-to-HTML parser created with Claude Opus), revealing how vibe-coded C++ can look optimized but perform poorly. Key issues uncovered include: a fake SIMD-friendly loop that's actually slower than a simple single-loop implementation, inefficient case-insensitive string comparisons that create multiple temporary strings, memory waste from using std::variant with wildly different-sized types (128 bytes per node just to store a space), redundant NodeType enumerations, and several PVS-Studio-flagged bugs like unnecessary copies instead of moves and double hash-map lookups. Benchmark results show the 'optimized' nested-loop version is the worst performer of all tested variants. The author argues that expert code review remains essential precisely because AI-generated code can superficially mimic optimization patterns while hiding serious inefficiencies underneath.
