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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Souti Chattopadhyay

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Review Oct 2026

Your Wish Is My Commit: Over-Compliant Refactoring in AI Coding Agents

Large language models are known to be sycophantic, over-complying with users even when doing so is unproductive. When these models act as coding agents, this can be costly: an agent that keeps editing after no edit improves the code writes churn, technical debt, and review burden into the codebase. Yet the consequences...

Hao Jiang, Sadra Sabouri, Sepand Haghighi et al. · 1 citation

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