A Theoretical Analysis of Test-Driven Code Generation

arXiv:2602.06098v3 Announce Type: replace-cross Abstract: Code assistants are increasingly utilized in test-driven software development, yet the theoretical mechanisms behind their environment-interaction strategies remain underexplored. We provide a probabilistic framework for two dominant...