Validation

How this bundle is validated — sourced claims are checked, and each validation sweep is recorded here as a dated audit.

This bundle is citation_style: deeply-cited (see research-profile.yaml): the evidence base — a controlled productivity study, named CVEs, documented attack campaigns, peer-reviewed security research — is held to the same standard as its primary sources, not summarized secondhand. No claim ships until it traces to a fetched primary source in evidence.yaml. Audits of specific pages, once authored, are recorded in audits/ here.