AINeutralarXiv – CS AI · 14h ago6/10
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From Helpful to Trustworthy: LLM Agents for Pair Programming
Doctoral research proposes a systematic framework for multi-agent LLM pair programming that improves code reliability and auditability through externalized intent and iterative validation. The study addresses critical gaps in how AI coding agents can produce trustworthy outputs aligned with developer objectives across testing, implementation, and maintenance workflows.