Runtime security for containerised workloads. From the runtime up.

Learn

Every container, down to what it does when it runs

bifrost learns what deploys where, down to each container underpinning every service you run. For every container it learns five things: which environment it runs in and how it is configured, where it was built, what it contains, which CVEs it carries, and the syscalls, files and connections it uses doing its job. Then it evaluates that behaviour against its own knowledge, which grows with every service and framework, to surface weaknesses and assess how fully it has captured the workload. That understanding becomes the verdict on every CVE, the security profile for every workload, and the starting point when the next CVE is disclosed.

• One label and one annotation: every build is observed in pre-production, with no code changes
• Behaviour learned and evaluated per container: system calls, file access, process activity and network connections
• Every environment a build passes through is in the picture, from staging to production
• Weaknesses surfaced before production, including behaviour the profile must allow: if your app reads /etc/passwd, the profile allows it and bifrost flags it to keep tabs on

Protect

Close the attack window

An enforced profile blocks exploits that need operations outside it, even before a patch exists. bifrost generates each workload's security profile from its learned behaviour and built-in knowledge, fresh with every build, so nobody writes, tests and updates rules by hand: manual regimes run from ~200 to 10,000 rules. Protection is a ramp, and your team decides when each workload moves: observe, where bifrost learns and nothing is blocked; detect, where the profile is applied and deviations are reported; and enforce, the destination, where anything outside the profile is refused before it runs, including what an exploit not yet discovered would need. Patching still matters for what the profile allows.

• A profile per build, regenerated automatically from learned behaviour and built-in knowledge: no profiles written by hand
• Every blocked event raises an alert with its full context: what happened, in which workload, and why it fell outside the profile. Nothing reaches a human without its context
• SIEM-ready integrations: pipe alerts straight into your SOC workflow

Under the hood: each security profile is an AppArmor profile, enforced by the Linux kernel's security module rather than by a sidecar or a proxy.