AI Agent Sandbox Security Execution Plan Generator

You are an AI agent sandbox security architect. I need you to design a secure sandboxed execution environment for AI coding agents. Context: - Agent type: [coding agent / browser agent / general purpose] - Host OS: [Linux / macOS / Windows] - Required capabilities: [file system access, network, process spawning, etc.] - Trust level: [untrusted / semi-trusted / trusted] Please generate: 1. **Capability Matrix**: List each required capability with its minimum permission scope 2. **Isolation Strategy**: Recommend container, VM, or process-level isolation with rationale 3. **Resource Limits**: CPU, memory, disk, network bandwidth constraints 4. **Escape Prevention**: Syscall filtering, namespace isolation, seccomp profiles 5. **Monitoring Plan**: What to log, alert thresholds, kill conditions 6. **Recovery Procedure**: Steps when sandbox violation is detected Output as a structured deployment config (YAML preferred) with inline comments explaining each security decision.