xfil.ai

AI-curated cyber-intelligence

For offensive security practitioners.

// launching soon

// what it is

  • RSS, NVD, CVEDB + GitHub PoC search classified by Claude Sonnet 4.6 against a closed taxonomy of vendor / vulnerability / exploit / surface tags.
  • Cross-model verification gate — every classification is reviewed by a second model from a different vendor before publication. Defense in depth against prompt injection in the ingest pipeline.
  • SSR-fast feed on Cloudflare's edge, Postgres on Neon EU, GDPR-compliant, AU/EU data residency.