orchestration-routing

Multi-agent task routing classifies incoming requests by stream, risk, and complexity to delegate work to the appropriate specialist agents. It enforces phase gates, cost ceilings, and quality gates to reduce misrouted work and uncontrolled spend.

Enforcing approval gates and cost ceilings for delegated tasks involves applying governance rules during agent orchestration. This approach triggers escalations on conflicts or repeated failures while consolidating programme status, risks, and dependencies.

Adding acceptance criteria and validation steps to delegated work requires producing task assignments that explicitly define quality gates. This includes specifying CI status checks, read-only repository inspection, and minimal write access constraints for the specialist agents.

Yes, agent orchestration can triage a new feature spec in the discovery phase by classifying the request and assigning design and implementation tasks to appropriate agents. It surfaces dependencies and budget risks to stakeholders while setting validation steps for CI checks.

Automated routing for multi-agent task delegation should be avoided when requests lack clear phase definitions or when budget and approval constraints are undefined. Without these inputs, the system cannot reliably classify complexity or enforce the necessary quality gates and cost ceilings.