microsoft-agent-framework

Build auditable multi-agent workflows by defining role-based contracts for Planner, Executor, Reviewer, and Approver agents. This enforces strict policy boundaries and generates traceable logs, ensuring compliance and maintainability.

Role separation in multi-agent orchestration divides tasks into distinct Planner, Executor, Reviewer, and Approver functions. This creates clear input and output contracts, enforcing governance and reliable execution across complex enterprise systems.

Set up a governance-enabled multi-agent system by explicitly defining agent roles and wiring their structured inputs and outputs. This establishes policy boundaries and traceable logs required for robust enterprise workflow orchestration.

Yes, multi-agent workflow orchestration requires explicit input and output contracts to support reliable deployment. Defining these contracts ensures strict policy boundaries and structured prompts for robust enterprise-grade operations.

Maintain observability in multi-agent operations by implementing governance-driven orchestration with traceable logs. This approach provides audit-ready records and clear policy boundaries to support compliance and ongoing maintenance.

Avoid governance-driven multi-agent orchestration for simple tasks lacking strict compliance or policy boundary requirements. It is designed for enterprise-grade systems needing explicit role separation and audit-ready observability.