AutoGen Safety Configuration

Microsoft AutoGen enables multi-agent conversations where agents collaborate, debate, and execute code. The framework's flexible conversation patterns create unique safety challenges. Authensor provides external policy enforcement that applies consistently across all AutoGen agent interactions.

Safety Challenges in AutoGen

AutoGen agents can execute code, call tools, and communicate with each other in complex patterns. Group chats allow multiple agents to influence each other's behavior. Code execution happens by default in many configurations. Without external safety controls, a compromised or misbehaving agent can influence the entire conversation.

Integration Approach

Since AutoGen uses a message-passing architecture, the natural integration point is a message interceptor that evaluates each message and tool call against Authensor's policy engine before delivery.

Create a custom speaker selection policy or message filter that routes through Authensor. Each message between agents is treated as an action envelope containing the sender, receiver, content, and any tool calls.

Code Execution Safety

AutoGen's code executor is a common risk surface. Configure Authensor policies to:

Restrict which agents can trigger code execution. Not every agent in a group chat needs the ability to run code.

Validate code content before execution. Authensor's Aegis scanner checks code for dangerous patterns like file system access, network calls, or system command execution.

Limit execution environments. The policy can require that code runs in a sandboxed Docker container rather than the host system.

Group Chat Policies

Define policies for multi-agent conversations. Limit the number of turns to prevent infinite loops. Restrict which agents can speak to which other agents. Block specific content patterns in inter-agent communication.

Monitor conversation trajectories for topic drift that might indicate a compromised agent steering the conversation off track.

Monitoring and Audit

Authensor's Sentinel engine monitors the full conversation flow, tracking message patterns, code execution frequency, and tool usage across all agents in the group. Anomalous patterns trigger alerts before they escalate.

Every message, tool call, and code execution is recorded in the audit trail. For AutoGen conversations that can span hundreds of turns, this audit record is essential for debugging and compliance review.