FROSTWOLF HUNTER: Autonomous vulnerability hunting

SOMEONE IS READING YOUR CODE RIGHT NOW.

Attackers point AI at your repos, your docs and your infra to find the one bug that exists only in your architecture. Your scanner matches patterns it already knows. Hunter reasons like the attacker, verifies every finding, and hands you the fix.

The hunter daemon for your whole stack. Reads code, docs, infra, and runtime, forms hypotheses about where it breaks, proves them by running the software, and opens a ready-to-merge fix.

YOUR SCANNERS ONLY KNOW YESTERDAY.

Everything you run today finds what someone already described: a pattern, a CVE, a checklist. The bug that costs you is the one nobody has written down yet, because it only exists in how your system is put together.

  • SAST: Matches the code patterns it was taught. Your logic flaw is not one of them.
  • DEPENDENCY SCAN: Knows every published CVE. Your bug was never published.
  • ANNUAL PENTEST: A careful snapshot of a system you have changed a hundred times since.
  • FROSTWOLF HUNTER: Reasons over code, docs, infra and runtime together, and keeps hunting as you ship.

What Hunter does

  • VULNERABILITY HUNTING: An autonomous researcher that reads your code, docs, infra, and runtime, forms hypotheses about where it breaks, and proves them by building and running the software.
  • ATTACK SYNTHESIS: Stack-tailored adversarial vectors generated from your actual architecture, not a generic payload list. Chains findings into multi-step exploit paths.
  • AUTONOMOUS REMEDIATION: AST-level patch synthesis with generated tests, opened as a ready-to-merge pull request and re-verified against the original exploit.
  • CONTEXT GRAPH: One graph across five domains: code, docs, infra, DevOps, and runtime. The hunter reasons over all of it, not just the syntax.
  • EXECUTABLE VERIFICATION: Every hypothesis is confirmed by building and running the target in a sandbox. Deterministic proof over model opinion.
  • VULNERABILITY CHAINING: Combines individually minor findings into multi-step exploit paths that reach real impact.

How it runs

  • CONNECT frostwolf connect --repo <org/repo>: Link your Git provider and runtime. The hunter indexes code, docs, infra, and runtime into one context graph.
  • HUNT frostwolf hunt --deep --verify --continuous: The hunter ranks attack surface, forms hypotheses, and proves each one by building and running the target in a sandbox.
  • PATCH frostwolf patch --mode autonomous --auto-pr: Confirmed findings get an AST-level patch with generated tests, opened as a ready-to-merge PR and re-verified.

Pricing

Hunter is priced on the scope under continuous hunt, not on seats. Every tier includes executable verification and ready-to-merge patches.

  • HUNTER DAEMON: FROM $25,000 / year. Continuous autonomous hunting across your repositories and runtime, with executable PoCs and automated fix PRs.
  • HUNTER ENTERPRISE: FROM $250,000 / year. Air-gapped hunting with custom fine-tuned models, dedicated security engineers, and bespoke SLA guarantees.