supervisor-designer

Budget gating is enforced by configuring per-domain budget caps using a shared BaseSupervisor pattern. When a domain supervisor exhausts its budget_cap_inr, the system triggers escalation to reallocate resources and maintain operational continuity.

Layer 2 domain supervision is an orchestration pattern that bridges SwarmMaster and Agents to standardize priority queuing, backpressure, and health checks across multiple domain supervisors. It ensures scalable task routing and failure recovery for complex deployments.

Backpressure and priority queuing are managed through queue configurations within each Layer 2 domain supervisor. The shared BaseSupervisor pattern standardizes these mechanisms to control task flow between SwarmMaster and Agents during high-load scenarios.

Yes, this supervisor pattern supports health monitoring across 14 specific domains including ingestion, NLP, intel, ML, and disaster-recovery. It provides observable metrics and standardized health checks to ensure system reliability.

The best way to handle failure recovery and budget reallocation is implementing the shared BaseSupervisor pattern with escalation on budget exhaustion. This approach standardizes health checks and automatically reallocates budgets across the 14 domain supervisors.

Task routing fails when domain budgets are exhausted if escalation protocols are not properly configured. The BaseSupervisor pattern addresses this by implementing budget gating with predefined escalation paths to reallocate resources and prevent routing failures.