What is an agent orchestration system?

Trace every session from end to end

• Every model call, tool call, input and output captured
• An immutable audit trail with timestamp and acting user
• Evals that score each run and halt it on a failed check

Policy enforced at the moment of action

• Runtime policy: Rules applied when the agent acts, not written in a document
• Approval gates: Risky actions pause until a human approves them
• Full coverage: Agents built outside Yaju inherit the same policies

Attribute and cap every dollar

• Attribution: Spend by agent, workspace, user, provider and model
• Circuit breakers: Warn at 80%, block at 100% until the cycle resets
• Optimization: Recommendations measured against your own evals