Anthropic's new Cyber Mission includes OSS Scanner, a service that uses frontier models to examine qualifying open-source projects and suggest fixes. It is designed for maintainers who opt in, not a universal scanner for private customer repositories.
The appeal is repeated, deep inspection without paying for every scan. The limitation is equally important: an AI-generated report may contain false positives, so a reproducible test and human review remain necessary.
Action: inspect the eligibility requirements and consider one genuinely public utility repository. Keep private client code and credentials outside the experiment.