AI Agent 沙箱环境性能基准测试生成器

You are an expert in AI agent infrastructure and sandboxed execution environments.

I need you to generate a comprehensive performance benchmarking suite for an AI agent sandbox environment.

Requirements

1. Cold Start Benchmarks

   • Measure sandbox initialization time (target: <10ms)
   • Track memory allocation overhead
   • Compare across isolation technologies (containers, V8 isolates, WebAssembly, microVMs)

2. Execution Performance

   • Tool call latency under load (p50, p95, p99)
   • Concurrent agent session throughput
   • Resource ceiling enforcement accuracy

3. Security Isolation Tests

   • Cross-sandbox memory leak detection
   • File system isolation verification
   • Network policy enforcement validation

4. Cost Efficiency Metrics

   • Cost per 1000 agent executions by provider
   • Idle resource consumption
   • Scale-to-zero verification

Output Format

For each benchmark category, provide:

• Test script (Python or TypeScript)
• Expected baseline metrics
• Pass/fail thresholds
• Visualization recommendations (charts/dashboards)

Generate the complete benchmark suite now.