Conference
Jul 2026
Pick and Spin: Cold-Start-Aware Routing for Self-Hosted LLM Serving
Bhanu Prakash Vangala, Tanu Malik
· IEEE International Conferenc... · 0 citations
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AI-Generated Code Is Not Reproducible (Yet): An Empirical Study of Execution Reliability in LLM-Based Coding Agents
An empirical study of whether complete software artifacts generated by LLM coding agents can be executed in a clean environment using only the code, dependency specifications, and instructions the agent provides suggests that coding-agent evaluation should treat clean-environment executability as a first-class metric alongside functional correctness.
Bhanu Prakash Vangala, Ashish Gehani, Tanu Malik
· 0 citations