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The new Zig ELF linker now supports fast incremental compilation with external libraries and C sources, enabling rebuilds in milliseconds on x86_64 Linux.
A technical blog post critiques query-based compilers, arguing that their effectiveness is limited by the dependency structure of the source language, particularly the avalanche effect where changes can propagate widely, making incremental updates often as expensive as a full rebuild.