Agent Polis Impact Preview

关于

Autonomous AI agents offer powerful capabilities but carry inherent risks, as demonstrated by incidents of accidental data deletion or security bypasses. Agent Polis Impact Preview acts as a crucial safeguard, functioning like a 'Terraform plan' for AI agent actions. It intercepts proposed operations, analyzes their potential impact, generates a clear diff preview of intended changes, and presents them for human approval. This system ensures that no AI agent action is executed without explicit human consent, mitigating risks and building trust in autonomous AI workflows.

主要功能

• Impact Preview: See file diffs, risk assessment, and warnings before execution
• SDK Integration: Easy Python `@require_approval` decorator to wrap agent code
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• Approval Workflow: Approve, reject, or modify proposed actions via a dashboard or API
• Risk Assessment: Automatic detection of high-risk operations (e.g., production data, system files)
• Audit Trail: Event-sourced log of every proposed and executed action for full transparency

使用案例

• Reviewing and approving file modifications or shell commands proposed by AI coding assistants
• Establishing an auditable workflow for all AI agent interactions and system modifications
• Preventing autonomous AI agents from making destructive changes, such as deleting production databases