Add bifrost to the pipeline you already run and ship protected

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. That knowledge is what every profile and every verdict is built from.

Every CVE is verdicted 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.

Profiles and verdicts are checked continuously against what runs. When behaviour drifts in staging, or a newly reported CVE turns out reachable, it reaches you with its context and its action attached, never as a bare finding.

Protection is a ramp with three modes. Observe: bifrost learns, nothing is blocked. Detect: the profile is applied and deviations are reported, not blocked. Enforce: anything outside the learned profile is blocked, including exploits nobody has discovered yet. Nothing is blocked until you switch a workload to enforce, and that switch is yours.

Manual regimes run from ~200 to 10,000 hand-written rules, and they rot the moment the software changes. bifrost generates each workload's profile from its observed behaviour and regenerates it with every build, so the profile is always as current as the release it protects.

The tickets you send carry the verdict and the evidence behind it, so a developer sees why a CVE is reachable instead of arguing about whether it is. The back-and-forth over false positives ends with data.