Architectural Invariant Design: Linux eBPF TCX Multi-Program Attachment Priority Determinism
Linux eBPF TCX Multi-Program Attachment Priority Determinism defines an industrial-grade behavioral standard for devops engineering. Requires explicit relative program anchoring and atomic link flags when dynamically attaching multiple eBPF TCX programs to network interfaces. Prevents non-deterministic filter execution order, pipeline drops, and security policy bypasses caused by default head/tail attachment races. 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 | Attaching TCX ingress programs with default attachment flags, causing filter execution reordering and security bypasses. | 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 supply explicit relative target program descriptors (using BPF_F_BEFORE or BPF_F_AFTER with relative_fd or relative_id) when dynamically attaching eBPF TCX filters.
Engineers MUST ALWAYS supply explicit relative target program descriptors (using BPF_F_BEFORE or BPF_F_AFTER with relative_fd or relative_id) when dynamically attaching eBPF TCX filters.
Engineers MUST NOT rely on zero-flag or unanchored default attachments (BPF_TCX_INGRESS/EGRESS default head or tail) in multi-tenant or multi-agent kernel environments.
Engineers MUST NOT rely on zero-flag or unanchored default attachments (BPF_TCX_INGRESS/EGRESS default head or tail) in multi-tenant or multi-agent kernel environments.
Security and DDoS mitigation programs MUST ALWAYS be anchored to execute before telemetry, observability, and packet parsing filters.
Security and DDoS mitigation programs MUST ALWAYS be anchored to execute before telemetry, observability, and packet parsing filters.
Dynamic in-place upgrades of eBPF programs MUST ALWAYS specify BPF_F_REPLACE with the expected target program ID to guarantee atomic swap without packet loss.
Dynamic in-place upgrades of eBPF programs MUST ALWAYS specify BPF_F_REPLACE with the expected target program ID to guarantee atomic swap without packet loss.
Control planes MUST inspect and validate the active TCX link chain via kernel netlink or bpftool link queries before and after mutation to assert deterministic execution topology.
Control planes MUST inspect and validate the active TCX link chain via kernel netlink or bpftool link queries before and after mutation to assert deterministic execution topology.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is Linux eBPF TCX Multi-Program Attachment Priority Determinism critical for AI coding assistants?
Requires explicit relative program anchoring and atomic link flags when dynamically attaching multiple eBPF TCX programs to network interfaces. Prevents non-deterministic filter execution order, pipeline drops, and security policy bypasses caused by default head/tail attachment races. 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 (Attaching TCX ingress programs with default attachment flags, causing filter execution reordering and security bypasses.) 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.