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devopscritical PriorityID: ebpf-uretprobe-overhead-quarantine-guardrail

eBPF uretprobe Latency Tail Quarantine and Overhead Guardrail

Enforces strict instruction ceilings, dynamic sampling governors, and circuit-breaking quotas on eBPF uretprobes in continuous production profiling. Prevents severe user-space thread stalls caused by trampoline-induced context switching and lock contention in high-frequency invocation paths. Guarantees that tracing overhead never exceeds 1% aggregate CPU or causes p99 latency regressions.

Prohibited Anti-Pattern: Attaching Unbounded uretprobes to Hot-Path User Functions Without In-Bpf Cycle Quotas or Circuit Breakers

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---
description: eBPF uretprobe Latency Tail Quarantine and Overhead Guardrail - Enforces strict instruction ceilings, dynamic sampling governors, and circuit-breaking quotas on eBPF uretprobes in continuous production profiling. Prevents severe user-space thread stalls caused by trampoline-induced context switching and lock contention in high-frequency invocation paths. Guarantees that tracing overhead never exceeds 1% aggregate CPU or causes p99 latency regressions.
globs: **/*.bpf.c, **/*.bpf.h, src/profiling/**/*.go, src/profiling/**/*.rs, src/telemetry/**/*.c
alwaysApply: true
verified_by: "agentrules.org"
license: "CC-BY-4.0"
source: "https://agentrules.org/rules/ebpf-uretprobe-overhead-quarantine-guardrail"
---

# eBPF uretprobe Latency Tail Quarantine and Overhead Guardrail

> **Severity**: CRITICAL | **Category**: devops
> **Anti-Pattern Warning**: Attaching Unbounded uretprobes to Hot-Path User Functions Without In-Bpf Cycle Quotas or Circuit Breakers

## System Constraints
You are a Principal Systems and Observability Engineer enforcing strict latency-tail quarantine invariants for eBPF probes. uretprobes leverage kernel breakpoints/trampolines that hijack thread instruction pointers, causing two context-switch-like execution traps per call that catastrophically amplify latency in hot routines (such as memory allocations, runtime scheduling, or micro-parsers). You must mandate in-kernel adaptive sampling, thread-local execution cycle budgets via bpf_ktime_get_ns(), strict global cycle-budget tripwires, and fallback to uprobe-only offset entry tracing or USDT markers to avoid p99 latency spikes.

## Strict Guidelines
- Engineers MUST ALWAYS implement an atomic or per-CPU cycle circuit breaker in the BPF entry path that drops tracing immediately when execution time exceeds the defined microsecond threshold.
- Engineers MUST NOT instrument high-frequency user-space routines (>50,000 invocations/sec per core) with uretprobes; USDT markers or USDT entry probes with compiler-assisted return hooks MUST be preferred.
- BPF programs MUST employ adaptive power-of-two sampling bitmasks (e.g., (pid_or_tgid & mask) == 0) executed as the initial probe instructions to reject excess invocations before any BPF map lookup.
- Code MUST isolate state tracking in BPF_MAP_TYPE_PERCPU_HASH or BPF_MAP_TYPE_TASK_STORAGE to eliminate cross-CPU spinlock contention and cache-line bouncing during concurrent invocations.
- Probes MUST automatically quarantine and unregister themselves via user-space telemetry daemon feedback if aggregate instrumentation overhead exceeds 1% CPU utilization over a rolling 10-second window.

## Bad vs Good Implementations
### eBPF uretprobe Implementation with Cycle Quota Circuit Breaker and Adaptive Drop

#### Bad Antipattern (AI Common Hallucination)
> **Why it fails**: Attaching an unthrottled uretprobe directly to a hyper-frequent call like libc_malloc causes catastrophic p99 tail latency. Global hash map lookups create cache-line thrashing across cores, and lack of dynamic sampling or CPU circuit-breakers allows tracing overhead to monopolize CPU capacity.
```c
#include <vmlinux.h>
#include <bpf/bpf_tracing.h>

struct {
    __uint(type, BPF_MAP_TYPE_HASH);
    __uint(max_entries, 65536);
    __type(key, __u64);
    __type(value, __u64);
} entry_times SEC(".maps");

SEC("uretprobe/libc_malloc")
int BPF_URETPROBE(trace_malloc_exit, void *ret) {
    __u64 pid_tgid = bpf_get_current_pid_tgid();
    // ANTI-PATTERN: Direct hash lookup on every single malloc return across all threads
    // No sampling rate control, no CPU cycle budget check, no circuit breaker.
    __u64 *start_ts = bpf_map_lookup_elem(&entry_times, &pid_tgid);
    if (start_ts) {
        __u64 delta = bpf_ktime_get_ns() - *start_ts;
        bpf_map_delete_elem(&entry_times, &pid_tgid);
        // Heavy tracing payload in unthrottled path causes p99 stalls
    }
    return 0;
}
```

#### Production Standard (Correct)
> **Standard**: Uses a lockless BPF_MAP_TYPE_PERCPU_ARRAY map to measure per-CPU runtime overhead. If cumulative execution cycles breach the 25ms per-second threshold (2.5%), the circuit-breaker activates and instantly bails out, insulating application threads from p99 latency tail degradation.
```c
#include <vmlinux.h>
#include <bpf/bpf_helpers.h>
#include <bpf/bpf_tracing.h>

#define OVERHEAD_NS_THRESHOLD 25000000ULL // 25ms aggregate budget per-second
#define SAMPLING_MASK 0x3F // Trace 1 in 64 calls

struct circuit_breaker_state {
    __u64 window_start_ns;
    __u64 consumed_cycles_ns;
    __u32 tripped;
};

struct {
    __uint(type, BPF_MAP_TYPE_PERCPU_ARRAY);
    __uint(max_entries, 1);
    __type(key, __u32);
    __type(value, struct circuit_breaker_state);
} percpu_budget_map SEC(".maps");

SEC("uretprobe/optimized_trace_exit")
int BPF_URETPROBE(trace_safe_exit, void *ret) {
    __u32 key = 0;
    struct circuit_breaker_state *state = bpf_map_lookup_elem(&percpu_budget_map, &key);
    if (!state)
        return 0;

    __u64 now = bpf_ktime_get_ns();
    if (now - state->window_start_ns > 1000000000ULL) {
        state->window_start_ns = now;
        state->consumed_cycles_ns = 0;
        state->tripped = 0;
    }

    if (state->tripped || state->consumed_cycles_ns > OVERHEAD_NS_THRESHOLD) {
        state->tripped = 1;
        return 0; // Quarantine: drop immediately
    }

    __u64 pid_tgid = bpf_get_current_pid_tgid();
    if ((pid_tgid & SAMPLING_MASK) != 0)
        return 0; // Adaptive sampling filter

    // Probe execution guarded by quota
    state->consumed_cycles_ns += (bpf_ktime_get_ns() - now);
    return 0;
}
```

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Architectural Specification & Invariant Rationale

Architectural Invariant Design: eBPF uretprobe Latency Tail Quarantine and Overhead Guardrail

eBPF uretprobe Latency Tail Quarantine and Overhead Guardrail defines an industrial-grade behavioral standard for devops engineering. Enforces strict instruction ceilings, dynamic sampling governors, and circuit-breaking quotas on eBPF uretprobes in continuous production profiling. Prevents severe user-space thread stalls caused by trampoline-induced context switching and lock contention in high-frequency invocation paths. Guarantees that tracing overhead never exceeds 1% aggregate CPU or causes p99 latency regressions. Modern software architectures require strict adherence to deterministic patterns to guarantee high availability, maintainability, and zero security vulnerabilities.

Framework Paradigm Shift & Drift MechanicsLLMs are trained on millions of open-source repositories containing outdated code, legacy idioms, and unpatched antipatterns. When coding assistants generate implementations for this stack, they default to common statistical tokens: Attaching Unbounded uretprobes to Hot-Path User Functions Without In-Bpf Cycle Quotas or Circuit Breakers Without an explicit system instruction file, developers spend hours debugging silent failures.
Failure Modes & Production Blast Radius

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 ModeAI Symptom (The Anti-Pattern)SeverityProduction Impact & Remedy
AI Hallucination & Deprecation DriftAttaching Unbounded uretprobes to Hot-Path User Functions Without In-Bpf Cycle Quotas or Circuit BreakersCritical
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 InconsistencyAI 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.
Architectural Directives in Detail

Step-by-Step Production Directives

Each rule constraint below is injected into the AI agent's system prompt to establish deterministic boundaries:

1

Engineers MUST ALWAYS implement an atomic or per-CPU cycle circuit breaker in the BPF entry path that drops tracing immediately when execution time exceeds the defined microsecond threshold.

Engineers MUST ALWAYS implement an atomic or per-CPU cycle circuit breaker in the BPF entry path that drops tracing immediately when execution time exceeds the defined microsecond threshold.

Rationale:AI models frequently generate unconstrained code here because statistical language distributions lack project-specific architectural context. Mandating this directive ensures that generated code adheres to verified industrial production requirements.
Enforcement:Integrated into the Agent Pack rule file. When Cursor, Claude Code, or Codex processes this prompt, it applies this constraint before emitting syntax.
2

Engineers MUST NOT instrument high-frequency user-space routines (>50,000 invocations/sec per core) with uretprobes

Engineers MUST NOT instrument high-frequency user-space routines (>50,000 invocations/sec per core) with uretprobes; USDT markers or USDT entry probes with compiler-assisted return hooks MUST be preferred.

Rationale:AI models frequently generate unconstrained code here because statistical language distributions lack project-specific architectural context. Mandating this directive ensures that generated code adheres to verified industrial production requirements.
Enforcement:Integrated into the Agent Pack rule file. When Cursor, Claude Code, or Codex processes this prompt, it applies this constraint before emitting syntax.
3

BPF programs MUST employ adaptive power-of-two sampling bitmasks (e.g., (pid_or_tgid & mask) == 0) executed as the initial probe instructions to reject excess invocations before any BPF map lookup.

BPF programs MUST employ adaptive power-of-two sampling bitmasks (e.g., (pid_or_tgid & mask) == 0) executed as the initial probe instructions to reject excess invocations before any BPF map lookup.

Rationale:AI models frequently generate unconstrained code here because statistical language distributions lack project-specific architectural context. Mandating this directive ensures that generated code adheres to verified industrial production requirements.
Enforcement:Integrated into the Agent Pack rule file. When Cursor, Claude Code, or Codex processes this prompt, it applies this constraint before emitting syntax.
4

Code MUST isolate state tracking in BPF_MAP_TYPE_PERCPU_HASH or BPF_MAP_TYPE_TASK_STORAGE to eliminate cross-CPU spinlock contention and cache-line bouncing during concurrent invocations.

Code MUST isolate state tracking in BPF_MAP_TYPE_PERCPU_HASH or BPF_MAP_TYPE_TASK_STORAGE to eliminate cross-CPU spinlock contention and cache-line bouncing during concurrent invocations.

Rationale:AI models frequently generate unconstrained code here because statistical language distributions lack project-specific architectural context. Mandating this directive ensures that generated code adheres to verified industrial production requirements.
Enforcement:Integrated into the Agent Pack rule file. When Cursor, Claude Code, or Codex processes this prompt, it applies this constraint before emitting syntax.
5

Probes MUST automatically quarantine and unregister themselves via user-space telemetry daemon feedback if aggregate instrumentation overhead exceeds 1% CPU utilization over a rolling 10-second window.

Probes MUST automatically quarantine and unregister themselves via user-space telemetry daemon feedback if aggregate instrumentation overhead exceeds 1% CPU utilization over a rolling 10-second window.

Rationale:AI models frequently generate unconstrained code here because statistical language distributions lack project-specific architectural context. Mandating this directive ensures that generated code adheres to verified industrial production requirements.
Enforcement:Integrated into the Agent Pack rule file. When Cursor, Claude Code, or Codex processes this prompt, it applies this constraint before emitting syntax.
Technical Questions & Answers

Frequently Asked Technical Questions

Common questions developers face when configuring AI coding assistants for this stack:

Q:Why is eBPF uretprobe Latency Tail Quarantine and Overhead Guardrail critical for AI coding assistants?

Enforces strict instruction ceilings, dynamic sampling governors, and circuit-breaking quotas on eBPF uretprobes in continuous production profiling. Prevents severe user-space thread stalls caused by trampoline-induced context switching and lock contention in high-frequency invocation paths. Guarantees that tracing overhead never exceeds 1% aggregate CPU or causes p99 latency regressions. 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 Unbounded uretprobes to Hot-Path User Functions Without In-Bpf Cycle Quotas or Circuit Breakers) 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.

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