Build a permission sandbox for AI agents that lets developers define which tools, files, APIs, and actions an agent may access. Create configurable policies for read-only access, approved write operations, sensitive data, spending limits, external communications, and human approval checkpoints. Provide a simulated environment where developers can test agent action sequences, attempt prohibited operations, inspect permission decisions, and review complete audit trails. Include policy versioning and automated safety tests. Deny actions by default when permissions are unclear, and never execute simulated actions against real services.
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