# Teaching Agents to Code Reliably

**Published:** October 6, 2026
**Author:** Muhammad Ahmed Mohsin, Myeongsoo Kim, Kangrui Ruan, Shweta Garg, Varun Kumar, Murali Krishna Ramanathan
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/teaching-agents-to-code-reliably

Autonomous coding agents solve repository issues by reading code, running commands, editing files, and submitting patches. Extra inference-time compute yields gains only when it produces a useful repair and supplies reliable evidence for choosing one. Three behaviors decide…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.03984)

**Tags:** #arXiv

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