ByteBrief
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AI coding agents produce convoluted designs that humans struggle to understand. A three-round hypothesis-driven method syncs understanding: quick implementation, analogy-based design comparison, then refactoring toward the human's design. Real cases include a voice-translation bot's playback queue and a billing feature with excessive database round-trips.
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Summary by ByteBrief