First-party metrics without surveillance.
KernelBrief measures only the operational signals needed to improve editorial usefulness, jobs conversion, sponsor reporting, and site reliability.
Events we may collect
Validation Thresholds
Audience, sponsor, jobs, and discussion metrics are described as measured only after first-party collection exists.
Privacy Notes
Metrics are used for product and editorial operations, not cross-site identity or retargeting.
What we do not collect
- cross-site identity
- ad retargeting
- third-party cookies
- browser fingerprinting