Architectural Invariant Design: BPF-LSM Dynamic Container Capability Fencing & Syscall Mediation Standard
BPF-LSM Dynamic Container Capability Fencing & Syscall Mediation Standard defines an industrial-grade behavioral standard for security engineering. Mandates in-kernel eBPF LSM mediation hooks over static seccomp profiles to enforce dynamic, phase-aware capability fencing and syscall authorization for containerized workloads. Tracks container cgroups to enforce strict phase transitions directly in kernel memory, eliminating TOCTOU race conditions and neutralizing privilege-escalation vectors at runtime. Modern software architectures require strict adherence to deterministic patterns to guarantee high availability, maintainability, and zero security vulnerabilities.
Hazard Analysis: What Breaks Without This Rule
The following failure modes have been cataloged from hundreds of hours of production code reviews where AI assistants produced non-compliant implementations:
| Failure Mode | AI Symptom (The Anti-Pattern) | Severity | Production Impact & Remedy |
|---|---|---|---|
| AI Hallucination & Deprecation Drift | Permissive Static Seccomp Allowlisting and Unphased Runtime Privileges Enabling Post-Initialization Escalation | Critical | Violating this industrial standard introduces regression bugs, security risks, and unexpected runtime failures in production. Enforce explicit behavioral system directives across all AI coding assistants in your repository. |
| Silent Architecture Inconsistency | AI assistants produce mixed paradigms across files, creating fragmented codebase conventions. | Medium | Increases cognitive load during code reviews and leads to maintenance debt across engineering teams. Pin project conventions in .cursor/rules, CLAUDE.md, and AGENTS.md so all team agents follow identical guardrails. |
Step-by-Step Production Directives
Each rule constraint below is injected into the AI agent's system prompt to establish deterministic boundaries:
Engineers MUST ALWAYS enforce capability and syscall constraints using kernel-space BPF LSM hooks (e.g., SEC("lsm/capable"), SEC("lsm/bprm_check_security")) rather than userspace audit daemons to prevent TOCTOU exploitation.
Engineers MUST ALWAYS enforce capability and syscall constraints using kernel-space BPF LSM hooks (e.g., SEC("lsm/capable"), SEC("lsm/bprm_check_security")) rather than userspace audit daemons to prevent TOCTOU exploitation.
Engineers MUST NOT rely on static seccomp profiles or broad Linux capabilities (e.g., CAP_SYS_ADMIN, CAP_NET_ADMIN) for the entire container lifecycle
Engineers MUST NOT rely on static seccomp profiles or broad Linux capabilities (e.g., CAP_SYS_ADMIN, CAP_NET_ADMIN) for the entire container lifecycle; privileges MUST be dropped upon entering the steady-state runtime phase.
Code SHOULD dynamically identify containers via `bpf_get_current_cgroup_id()` and look up phase states in a pinned BPF map (`BPF_MAP_TYPE_HASH`) populated by orchestration lifecycle events.
Code SHOULD dynamically identify containers via `bpf_get_current_cgroup_id()` and look up phase states in a pinned BPF map (`BPF_MAP_TYPE_HASH`) populated by orchestration lifecycle events.
Services MUST return strictly negative errno values (e.g., `-EPERM` or `-EACCES`) directly from BPF-LSM programs when mediation rules are violated.
Services MUST return strictly negative errno values (e.g., `-EPERM` or `-EACCES`) directly from BPF-LSM programs when mediation rules are violated.
Components NEVER allow dynamic namespace transitions (`setns`, `unshare`) or unexpected child binary executions (`execve`, `execveat`) once a container has signaled transition to the operational serving state.
Components NEVER allow dynamic namespace transitions (`setns`, `unshare`) or unexpected child binary executions (`execve`, `execveat`) once a container has signaled transition to the operational serving state.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is BPF-LSM Dynamic Container Capability Fencing & Syscall Mediation Standard critical for AI coding assistants?
Mandates in-kernel eBPF LSM mediation hooks over static seccomp profiles to enforce dynamic, phase-aware capability fencing and syscall authorization for containerized workloads. Tracks container cgroups to enforce strict phase transitions directly in kernel memory, eliminating TOCTOU race conditions and neutralizing privilege-escalation vectors at runtime. Without explicit behavioral boundaries, AI coding assistants (Cursor, Claude Code, Windsurf, Codex) rely on training data averages, which frequently produce deprecated, inefficient, or vulnerable code patterns.
Q:How does adopting this rule prevent AI hallucinations?
This rule explicitly declares what the AI must avoid (Permissive Static Seccomp Allowlisting and Unphased Runtime Privileges Enabling Post-Initialization Escalation) and prescribes verified positive examples. Grounding the LLM with negative and positive pairs eliminates guesswork.
Q:Which AI coding environments are supported?
This specification is multi-platform compatible: Cursor (.cursor/rules/*.mdc & .cursorrules), Anthropic Claude Code (CLAUDE.md), Windsurf (.windsurfrules), Codex / Cline (AGENTS.md), and GitHub Copilot (.github/copilot-instructions.md).
Q:Can I combine this rule with other technology stacks?
Yes. Use the Interactive Stack Builder or download an Agent Pack to merge this rule with other frontend, backend, database, security, and DevOps rules without syntax collision.