An Empirical Analysis of Static Analysis Methods for Detection and Mitigation of Code Library Hallucinations

Develop a post-generation static analysis plugin that validates library calls in LLM-generated code against real package manifests. This tool would dramatically reduce hallucinated code in production pipelines.

Suggested repo: guardCode

"Never push hallucinated library imports again: build a static analysis guardrail for your LLM code agents."

Estimated effort: 45h