Architectural Invariant Design: Linux eBPF TCX Egress Scheduling and EDT Bufferbloat Prevention
Linux eBPF TCX Egress Scheduling and EDT Bufferbloat Prevention defines an industrial-grade behavioral standard for devops engineering. Enforces BPF link-managed TCX (BPF_TCX_EGRESS) kernel-level packet scheduling on container veth interfaces using Earliest Departure Time (EDT) pacing. Prevents multi-tenant TCP bufferbloat and noisy-neighbor latency degradation by obsoleting legacy clsact netlink filter management in favor of deterministic skb->tstamp egress regulation. 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 Legacy Unmanaged Netlink Clsact Filters Without skb->tstamp EDT Pacing | 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 egress scheduling programs via BPF links (bpf_link_create with BPF_TCX_EGRESS) instead of executing legacy 'tc filter add dev veth... clsact' netlink shell commands.
Engineers MUST ALWAYS attach egress scheduling programs via BPF links (bpf_link_create with BPF_TCX_EGRESS) instead of executing legacy 'tc filter add dev veth... clsact' netlink shell commands.
Engineers MUST ALWAYS implement Earliest Departure Time (EDT) packet scheduling by setting skb->tstamp based on per-tenant token bucket horizons, paired with a host-side FQ (Fair Queuing) qdisc.
Engineers MUST ALWAYS implement Earliest Departure Time (EDT) packet scheduling by setting skb->tstamp based on per-tenant token bucket horizons, paired with a host-side FQ (Fair Queuing) qdisc.
Code MUST NEVER drop packets inside eBPF simply for rate throttling
Code MUST NEVER drop packets inside eBPF simply for rate throttling; rate limits MUST be achieved by advancing skb->tstamp into future departure horizons, dropping ONLY when delivery latency exceeds max bufferbloat thresholds (buffer horizon cap).
Services MUST query and bind to the specific container network interface ifindex dynamically upon CNI pod setup, maintaining pinned BPF link paths under /sys/fs/bpf to prevent orphaned attachments.
Services MUST query and bind to the specific container network interface ifindex dynamically upon CNI pod setup, maintaining pinned BPF link paths under /sys/fs/bpf to prevent orphaned attachments.
Components NEVER fall back to legacy unbounded pfifo_fast queues on container host-facing veth pairs, as this reintroduces tail-drop oscillations and catastrophic TCP bufferbloat.
Components NEVER fall back to legacy unbounded pfifo_fast queues on container host-facing veth pairs, as this reintroduces tail-drop oscillations and catastrophic TCP bufferbloat.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is Linux eBPF TCX Egress Scheduling and EDT Bufferbloat Prevention critical for AI coding assistants?
Enforces BPF link-managed TCX (BPF_TCX_EGRESS) kernel-level packet scheduling on container veth interfaces using Earliest Departure Time (EDT) pacing. Prevents multi-tenant TCP bufferbloat and noisy-neighbor latency degradation by obsoleting legacy clsact netlink filter management in favor of deterministic skb->tstamp egress regulation. 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 Legacy Unmanaged Netlink Clsact Filters Without skb->tstamp EDT Pacing) 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.