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Independent Researcher
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Forget simply truncating context – compressing code repositories into latent vectors can actually *improve* LLM code generation by filtering out noise, boosting BLEU score by up to 28.3%.
Forget task-specific overfitting: training coding agents on atomic skills unlocks surprisingly broad generalization to complex software engineering tasks.
