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07How the briefing is made

  1. 0107:00CollectEvery morning at 07:00 Stockholm time, NVD, GitHub Security Advisories, OSV, CISA KEV and FIRST EPSS are queried through their official APIs.
  2. 02VerifyRecords are validated, normalized and merged by CVE and advisory identifiers. Nothing is invented or inferred.
  3. 03EnrichCVSS severity, EPSS exploitation probability and confirmed exploitation from CISA KEV are attached to each vulnerability.
  4. 04ExplainClaude writes plain-language and technical analysis from the verified record only, and is checked against it.
  5. 05PublishThe briefing goes live and stays online even if a later run fails. Every fact links back to its source.