Add bifrost to the pipeline you already run and enforce without writing rules

One label and one annotation, and every build is observed in pre-production: which environment it runs in and how it is configured, what it contains, which CVEs it carries, and the syscalls, files and connections it uses doing its job. bifrost then evaluates that behaviour against its knowledge of how services built on the same framework behave, flags weaknesses, and assesses how fully the workload has been captured. If your app reads /etc/passwd, the profile allows it, and bifrost flags it to keep tabs on.

Every CVE gets a verdict against what actually runs: reachable, mitigated by the profile, or never loaded. Up to 90% fewer CVEs to triage, with no manual triaging, and what reaches you arrives with the evidence behind its verdict.

Active SBOMs are re-scanned through the day and CVEs re-evaluated against the workload context bifrost already holds. When behaviour drifts in staging, or a newly disclosed CVE turns out reachable, it reaches you in Slack, Microsoft Teams or a webhook, with its context and its action attached, never as a bare finding.

Each workload runs under a profile learned from what it does, and nothing else. In enforce, anything outside the profile is refused before it runs and reported as a high-signal denial, with pod, image and the attempted action. An exploit that needs a syscall, a file or a socket the workload never uses breaks at the point of use. Nothing is blocked until you switch a workload to enforce, and that switch is yours.