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Frontier Coding Agents Use Metaprogramming to Adapt to Unfamiliar Programming Languages
Strong coding agents adapt to unfamiliar languages via metaprogramming and strategy construction rather than direct coding, and disabling this causes large performance drops.
Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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medium 9/10
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