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"Mind the gap" applies to science says @dorchard.bsky.social: code has an abstract model that's lost on the way to getting results. Why don't we communicate via the code? Programming languages are *too* general purpose to help here. Names have no intrinsic meaning in PLs but are helpful to humans.
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