Architectural Invariant Design: eBPF TC Egress Plaintext Credential Exfiltration Sentinel
eBPF TC Egress Plaintext Credential Exfiltration Sentinel defines an industrial-grade behavioral standard for security engineering. Enforces pre-network egress packet boundary inspection using eBPF Traffic Control (TC) classifiers to intercept and drop unencrypted outbound API keys, private tokens, and credentials. Prevents data exfiltration by parsing TCP payload windows at the host interface layer before packets exit the network namespace. 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 | Permitting Uninspected Plaintext Socket Buffers to Traverse Egress TC Queues Without Boundary Verification | 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 verify packet bounds using `(void *)(long)skb->data` and `(void *)(long)skb->data_end` before accessing TCP payload headers or byte sequences.
Engineers MUST ALWAYS verify packet bounds using `(void *)(long)skb->data` and `(void *)(long)skb->data_end` before accessing TCP payload headers or byte sequences.
Engineers MUST invoke `bpf_skb_pull_data(skb, len)` before inspecting deep payloads when linear memory boundaries do not cover the target token inspection offset.
Engineers MUST invoke `bpf_skb_pull_data(skb, len)` before inspecting deep payloads when linear memory boundaries do not cover the target token inspection offset.
Code MUST return `TC_ACT_SHOT` immediately upon positive signature match of sensitive prefixes (e.g., 'AKIA', 'ghp_', 'Bearer ') on unencrypted egress ports.
Code MUST return `TC_ACT_SHOT` immediately upon positive signature match of sensitive prefixes (e.g., 'AKIA', 'ghp_', 'Bearer ') on unencrypted egress ports.
Services MUST log exfiltration attempts via `bpf_perf_event_output` or `bpf_ringbuf_output` containing the network namespace ID, 5-tuple, and truncated payload hash prior to packet termination.
Services MUST log exfiltration attempts via `bpf_perf_event_output` or `bpf_ringbuf_output` containing the network namespace ID, 5-tuple, and truncated payload hash prior to packet termination.
Components NEVER execute unbounded packet traversal loops
Components NEVER execute unbounded packet traversal loops; loops MUST be bounded with `#pragma unroll` or verified against strict compile-time upper limits for BPF verifier compliance.
Frequently Asked Technical Questions
Common questions developers face when configuring AI coding assistants for this stack:
Q:Why is eBPF TC Egress Plaintext Credential Exfiltration Sentinel critical for AI coding assistants?
Enforces pre-network egress packet boundary inspection using eBPF Traffic Control (TC) classifiers to intercept and drop unencrypted outbound API keys, private tokens, and credentials. Prevents data exfiltration by parsing TCP payload windows at the host interface layer before packets exit the network namespace. 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 (Permitting Uninspected Plaintext Socket Buffers to Traverse Egress TC Queues Without Boundary Verification) 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.