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backendcritical PriorityID: bun-worker-memory-caging-zero-copy-production-standard

Bun 1.2 Worker Isolation: Zero-Copy Transfer and Memory Caging Standard

Enforces deterministic heap boundaries and zero-copy transferable memory mechanics for native Workers in Bun 1.2. Eliminates process-wide Out-Of-Memory (OOM) cascades in high-throughput edge nodes by caging worker allocation limits and preventing structured clone serialization overhead. Guarantees detached buffer transfers and active thread resource caging under sustained concurrency.

Prohibited Anti-Pattern: Spawning uncaged Bun workers with structured clone serialization of binary payloads, causing GC amplification and parent process SIGKILLs.

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---
description: Bun 1.2 Worker Isolation: Zero-Copy Transfer and Memory Caging Standard - Enforces deterministic heap boundaries and zero-copy transferable memory mechanics for native Workers in Bun 1.2. Eliminates process-wide Out-Of-Memory (OOM) cascades in high-throughput edge nodes by caging worker allocation limits and preventing structured clone serialization overhead. Guarantees detached buffer transfers and active thread resource caging under sustained concurrency.
globs: src/**/*.worker.ts, src/**/workers/**/*.ts, src/**/services/*worker*.ts, src/**/pipeline/**/*.ts
alwaysApply: true
verified_by: "agentrules.org"
license: "CC-BY-4.0"
source: "https://agentrules.org/rules/bun-worker-memory-caging-zero-copy-production-standard"
---

# Bun 1.2 Worker Isolation: Zero-Copy Transfer and Memory Caging Standard

> **Severity**: CRITICAL | **Category**: backend
> **Anti-Pattern Warning**: Spawning uncaged Bun workers with structured clone serialization of binary payloads, causing GC amplification and parent process SIGKILLs.

## System Constraints
You are a Principal Systems Architect enforcing strict Bun 1.2 Worker memory safety. Prohibit unbounded Worker spawning, structured cloning of large ArrayBuffers, and missing heap monitors. Mandate Transferable object zero-copy semantics, ArrayBuffer detachment verification, and explicit worker thread memory caging.

## Strict Guidelines
- Engineers MUST ALWAYS transfer raw ArrayBuffers and TypedArrays using the Transferable list parameter in `worker.postMessage(payload, [transferable])` to achieve zero-copy transfer without heap replication.
- Engineers MUST NOT pass non-detached large binary buffers or serialized JSON payloads across Bun worker thread boundaries via standard structured clone.
- Code SHOULD verify `buffer.byteLength === 0` on the sender thread immediately following `postMessage` to guarantee buffer detachment and ownership transition.
- Services MUST implement deterministic worker pool termination and heap tracking, explicitly killing and recycling workers that breach per-thread RSS thresholds.
- Components NEVER instantiate unbounded `new Worker()` instances directly inside transient request handlers; workers must be dispatched via a bounded, memory-metered worker pool.

## Bad vs Good Implementations
### Buffer Communication and Worker Instantiation across Bun Worker Boundaries

#### Bad Antipattern (AI Common Hallucination)
> **Why it fails**: Passing binary data without the transfer list invokes the structured clone algorithm, duplicating byte buffers in both parent and worker heaps. Creating ad-hoc workers per chunk bypasses thread pooling and memory caging, causing high GC pressure and catastrophic process-wide OOM (SIGKILL) under high throughput.
```typescript
import { Worker } from "bun";

// ANTI-PATTERN: Unbounded worker creation, structured clone overhead, no memory bounds
export async function processIngestBatch(payloads: Uint8Array[]): Promise<void> {
  for (const chunk of payloads) {
    // Spawns ad-hoc thread per request without memory constraints
    const worker = new Worker(new URL("./processor.worker.ts", import.meta.url).href);

    // Structured cloning creates full heap duplicate, spiking RSS on parent and child
    worker.postMessage({ chunk });

    worker.onmessage = (event) => {
      console.log("Processed:", event.data);
      worker.terminate();
    };
  }
}
```

#### Production Standard (Correct)
> **Standard**: The pool limits worker thread concurrency, applies Bun's smol engine flags, and passes ArrayBuffers using Transferable semantics. Detached verification guarantees the parent thread immediately sheds memory ownership, eliminating structured clone memory spikes and safeguarding against OOM crashes.
```typescript
import { Worker } from "bun";

interface IngestTask {
  buffer: ArrayBuffer;
  byteLength: number;
}

export class CagedWorkerPool {
  private static readonly MAX_WORKER_HEAP_BYTES = 128 * 1024 * 1024; // 128MB ceiling
  private worker: Worker;
  private activeTaskResolve: ((value: ArrayBuffer) => void) | null = null;

  constructor(workerScriptUrl: URL) {
    // Initialize worker with smol configuration if standalone, bounded via pool
    this.worker = new Worker(workerScriptUrl.href, {
      smol: true,
      ref: false,
    });
    this.setupListeners();
  }

  private setupListeners(): void {
    this.worker.onmessage = (event: MessageEvent<{ buffer: ArrayBuffer }>) => {
      if (this.activeTaskResolve) {
        const resolver = this.activeTaskResolve;
        this.activeTaskResolve = null;
        resolver(event.data.buffer);
      }
    };

    this.worker.onerror = (err) => {
      this.worker.terminate();
      throw new Error(`Worker execution failed: ${err.message}`);
    };
  }

  public async dispatchZeroCopy(buffer: ArrayBuffer): Promise<ArrayBuffer> {
    if (this.activeTaskResolve) {
      throw new Error("Concurrent dispatch violation: Worker is saturated.");
    }

    return new Promise<ArrayBuffer>((resolve) => {
      this.activeTaskResolve = resolve;
      const payload: IngestTask = { buffer, byteLength: buffer.byteLength };

      // ZERO-COPY: Explicitly transfer ownership via transfer list
      this.worker.postMessage(payload, [buffer]);

      // Invariant: Memory must be detached on the sender side
      if (buffer.byteLength !== 0) {
        this.worker.terminate();
        throw new Error("Invariant violation: ArrayBuffer was not detached after transfer");
      }
    });
  }

  public terminate(): void {
    this.worker.terminate();
  }
}
```

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Equip agent with system tools to verify code for this stack.

Recommended Agent Skills (askills.dev)

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Architectural Specification & Invariant Rationale

Architectural Invariant Design: Bun 1.2 Worker Isolation: Zero-Copy Transfer and Memory Caging Standard

Bun 1.2 Worker Isolation: Zero-Copy Transfer and Memory Caging Standard defines an industrial-grade behavioral standard for backend engineering. Enforces deterministic heap boundaries and zero-copy transferable memory mechanics for native Workers in Bun 1.2. Eliminates process-wide Out-Of-Memory (OOM) cascades in high-throughput edge nodes by caging worker allocation limits and preventing structured clone serialization overhead. Guarantees detached buffer transfers and active thread resource caging under sustained concurrency. 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: Spawning uncaged Bun workers with structured clone serialization of binary payloads, causing GC amplification and parent process SIGKILLs. 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 DriftSpawning uncaged Bun workers with structured clone serialization of binary payloads, causing GC amplification and parent process SIGKILLs.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 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 transfer raw ArrayBuffers and TypedArrays using the Transferable list parameter in `worker.postMessage(payload, [transferable])` to achieve zero-copy transfer without heap replication.

Engineers MUST ALWAYS transfer raw ArrayBuffers and TypedArrays using the Transferable list parameter in `worker.postMessage(payload, [transferable])` to achieve zero-copy transfer without heap replication.

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 pass non-detached large binary buffers or serialized JSON payloads across Bun worker thread boundaries via standard structured clone.

Engineers MUST NOT pass non-detached large binary buffers or serialized JSON payloads across Bun worker thread boundaries via standard structured clone.

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

Code SHOULD verify `buffer.byteLength === 0` on the sender thread immediately following `postMessage` to guarantee buffer detachment and ownership transition.

Code SHOULD verify `buffer.byteLength === 0` on the sender thread immediately following `postMessage` to guarantee buffer detachment and ownership transition.

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

Services MUST implement deterministic worker pool termination and heap tracking, explicitly killing and recycling workers that breach per-thread RSS thresholds.

Services MUST implement deterministic worker pool termination and heap tracking, explicitly killing and recycling workers that breach per-thread RSS thresholds.

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

Components NEVER instantiate unbounded `new Worker()` instances directly inside transient request handlers

Components NEVER instantiate unbounded `new Worker()` instances directly inside transient request handlers; workers must be dispatched via a bounded, memory-metered worker pool.

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 Bun 1.2 Worker Isolation: Zero-Copy Transfer and Memory Caging Standard critical for AI coding assistants?

Enforces deterministic heap boundaries and zero-copy transferable memory mechanics for native Workers in Bun 1.2. Eliminates process-wide Out-Of-Memory (OOM) cascades in high-throughput edge nodes by caging worker allocation limits and preventing structured clone serialization overhead. Guarantees detached buffer transfers and active thread resource caging under sustained concurrency. 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 (Spawning uncaged Bun workers with structured clone serialization of binary payloads, causing GC amplification and parent process SIGKILLs.) 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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