Architectural Invariant Design: eBPF Tetragon Kernel-Level Capability Modification and Namespace Isolation Invariant
eBPF Tetragon Kernel-Level Capability Modification and Namespace Isolation Invariant defines an industrial-grade behavioral standard for security engineering. Enforces synchronous, in-kernel blocking of runtime privilege escalation and namespace breakout attempts using Cilium Tetragon TracingPolicies. Mandates the use of synchronous kernel actions (Sigkill or Override) at the kprobe boundary on critical capability and namespace transitions (commit_creds, cap_capable, switch_task_namespaces) rather than asynchronous userspace alert pipelines. 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 | Relying on Userspace Audit Events for Asynchronous Privilege Escalation Mitigation | 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 configure `message
Engineers MUST ALWAYS configure `message: Sigkill` or `message: Override` within Tetragon `TracingPolicy` hooks targeting sensitive credential and namespace modification functions (`commit_creds`, `cap_capable`, `switch_task_namespaces`).
Engineers MUST NOT rely on asynchronous userspace event monitoring (audit log forwarders, webhooks, or SIEM pipelines) to block active container breakouts or unauthorized capability grants.
Engineers MUST NOT rely on asynchronous userspace event monitoring (audit log forwarders, webhooks, or SIEM pipelines) to block active container breakouts or unauthorized capability grants.
TracingPolicies MUST explicitly define selector boundaries using `matchNamespaces`, `matchBinary`, or `matchArgs` to avoid accidental denial-of-service on system-critical host daemons (e.g., systemd, kubelet).
TracingPolicies MUST explicitly define selector boundaries using `matchNamespaces`, `matchBinary`, or `matchArgs` to avoid accidental denial-of-service on system-critical host daemons (e.g., systemd, kubelet).
TracingPolicies MUST bind selectors to specific capability values when intercepting `cap_capable` (e.g., `CAP_SYS_ADMIN`, `CAP_NET_ADMIN`, `CAP_SYS_PTRACE`) to prevent arbitrary elevation without impeding routine non-root operations.
TracingPolicies MUST bind selectors to specific capability values when intercepting `cap_capable` (e.g., `CAP_SYS_ADMIN`, `CAP_NET_ADMIN`, `CAP_SYS_PTRACE`) to prevent arbitrary elevation without impeding routine non-root operations.
All production TracingPolicy specifications MUST be deployed as cluster-wide CRDs (`TracingPolicyNamespaced` or `TracingPolicy`) validated against the strict Cilium Tetragon schema before apply.
All production TracingPolicy specifications MUST be deployed as cluster-wide CRDs (`TracingPolicyNamespaced` or `TracingPolicy`) validated against the strict Cilium Tetragon schema before apply.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is eBPF Tetragon Kernel-Level Capability Modification and Namespace Isolation Invariant critical for AI coding assistants?
Enforces synchronous, in-kernel blocking of runtime privilege escalation and namespace breakout attempts using Cilium Tetragon TracingPolicies. Mandates the use of synchronous kernel actions (Sigkill or Override) at the kprobe boundary on critical capability and namespace transitions (commit_creds, cap_capable, switch_task_namespaces) rather than asynchronous userspace alert pipelines. 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 (Relying on Userspace Audit Events for Asynchronous Privilege Escalation Mitigation) 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.