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Timur Ionov

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Book Open access Jul 2026

SAGE: Solver-Aligned Guided Exploration

SAGE, a modular approach that trains a small searcher model to handle codebase exploration as a tool for a frozen large solver model, is proposed, demonstrating a practical path to cheaper, modular software engineering agents.

N. Sorokin, I. Sedykh, Timur Ionov et al. · 0 citations