Architectural Invariant Design: eBPF XDP Ingress Token Bucket Rate Limiting Production Standard
eBPF XDP Ingress Token Bucket Rate Limiting Production Standard defines an industrial-grade behavioral standard for devops engineering. Enforces bare-metal NIC-level packet filtering via eBPF XDP driver mode to drop volumetric ingress traffic before socket buffer (sk_buff) allocation. Eliminates ksoftirqd CPU starvation and nf_conntrack table exhaustion by utilizing lockless token bucket algorithms with strictly bounded verifier memory access. 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 | Delegating Volumetric L7 Flood Mitigation to Userspace Proxies or Kernel Conntrack | 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 attach eBPF ingress rate limiters at the XDP driver hook (xdpdrv) or offloaded hook (xdpoffload), never deferring volumetric filtering to TC (Traffic Control) or userspace proxies.
Engineers MUST ALWAYS attach eBPF ingress rate limiters at the XDP driver hook (xdpdrv) or offloaded hook (xdpoffload), never deferring volumetric filtering to TC (Traffic Control) or userspace proxies.
Engineers MUST NOT utilize global kernel spinlocks or blocking synchronization primitives inside high-throughput XDP packet evaluation loops
Engineers MUST NOT utilize global kernel spinlocks or blocking synchronization primitives inside high-throughput XDP packet evaluation loops; rely on atomic primitives (`__sync_fetch_and_add`) or per-CPU array maps.
Code MUST strictly validate direct packet access pointers (`data + offset > data_end`) prior to dereferencing IP and transport protocol headers to satisfy Linux BPF verifier boundary safety.
Code MUST strictly validate direct packet access pointers (`data + offset > data_end`) prior to dereferencing IP and transport protocol headers to satisfy Linux BPF verifier boundary safety.
Services MUST implement token bucket replenish logic statelessly or via BPF LRU maps (`BPF_MAP_TYPE_LRU_HASH`) using nanosecond monotonic timestamps (`bpf_ktime_get_ns()`) to prevent unbounded map growth and memory exhaustion.
Services MUST implement token bucket replenish logic statelessly or via BPF LRU maps (`BPF_MAP_TYPE_LRU_HASH`) using nanosecond monotonic timestamps (`bpf_ktime_get_ns()`) to prevent unbounded map growth and memory exhaustion.
Components NEVER pass uninspected flood traffic across the network stack
Components NEVER pass uninspected flood traffic across the network stack; excessive packets exceeding the committed burst rate (CBR) MUST immediately return `XDP_DROP` without generating ICMP unreachable responses.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is eBPF XDP Ingress Token Bucket Rate Limiting Production Standard critical for AI coding assistants?
Enforces bare-metal NIC-level packet filtering via eBPF XDP driver mode to drop volumetric ingress traffic before socket buffer (sk_buff) allocation. Eliminates ksoftirqd CPU starvation and nf_conntrack table exhaustion by utilizing lockless token bucket algorithms with strictly bounded verifier memory access. 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 (Delegating Volumetric L7 Flood Mitigation to Userspace Proxies or Kernel Conntrack) 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.