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A. J. J. Davis

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Preprint Aug 2026

The Polyglot's Dilemma: Conformance Testing a Dozen Specs in as Many Languages

MongoDB maintains client libraries in a dozen programming languages, used by tens of thousands of organizations and millions of developers. Most are implemented natively rather than as wrappers around a shared core. Ensuring consistent behavior across these libraries, comprising millions of lines of code, is hard but e...

A. J. J. Davis, Jeremy Mikola, Jeff Yemin · 0 citations

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