deep-agents-orchestration

Agent orchestration uses sub-agent delegation via a task tool and middleware to manage interrupt-driven human-in-the-loop approvals. This delegates specialized sub-tasks, generates todo lists for planning, and integrates human oversight for sensitive operations to ensure compliance.

Task decomposition is handled by automatically generating and tracking multi-step tasks using a write_todos tool. This creates structured todo lists for complex projects, enabling execution monitoring and modular work distribution across delegated sub-agents.

Human-in-the-loop approval uses interrupt-driven middleware to pause agent execution for human review. This ensures safety and compliance by requiring explicit human approval before sensitive operations proceed, managing subagent interactions during the wait.

Yes, task delegation to specialized sub-agents is supported using a task tool for modular work distribution. This allows a primary agent to assign specific operations to a researcher or other specialized sub-agents within complex automated workflows.

Sub-agent delegation relies on middleware for managing interactions and interrupt-driven approvals. Complex task execution requires well-defined todo lists and may face constraints if human-in-the-loop approvals are delayed, impacting workflow automation latency.