Author

Ahman J. Smith

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Open access 2026

ANVIL-FL: Runtime-Aware Fault Localization for Code Generation and Debugging

By combining dynamic runtime signals with structured LLM prompting, this framework demonstrates that failure-proximal runtime context can yield accurate, explainable, and cost-effective method-level fault localization within the BugsInPy setting.

Ahman J. Smith, V. K. Madisetti · IEEE Access · 0 citations