Editorial methodology

Collection is automated from public source pages and feeds. URLs are normalized, common tracking parameters are removed, and items are grouped by CVE or normalized title when possible.

Curated ranking

The top feed combines publication time, source weight, content type, severity and active-exploitation signals. The latest feed is ordered by collection time and is not editorially ranked.

Summaries and verification

Summaries may be supplied or generated during collection. Readers should verify technical claims, affected versions and remediation steps against the linked original source.

Source weighting

Weights favor primary advisories and established research. Marketing-heavy or repetitive sources receive less prominence. Weight is a ranking input, not an endorsement.