AI RESEARCH
SERA: Soft-Verified Efficient Repository Agents
arXiv CS.LG
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ArXi:2601.20789v3 Announce Type: replace-cross Open-weight coding agents should hold a fundamental advantage over closed-source systems because they can specialize to private codebases, encoding repository-specific information directly in their weights. Yet the cost and complexity of