Giskard

Giskard automatically scans LLMs and ML models for hallucinations, bias, prompt injection, and data leakage, built to slot into a CI/CD pipeline so model safety gets checked before deployment rather than discovered afterward by users. It's open source, which matters to teams that want to actually inspect how the vulnerability checks work rather than trust a black box.