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Agentic Code Reasoning

Published in arXiv (Cornell University) • Mar 2, 2026
Authors:
Shubham Ugare
,
Satish Chandra

Abstract

Can LLM agents explore codebases and reason about code semantics without executing the code? We study this capability, which we call agentic code reasoning, and introduce semi-formal reasoning: a structured prompting methodology that requires agents to construct explicit premises, trace execution pa...

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