ultrawork

Parallel task execution works by firing independent tasks concurrently across multiple agents, routing each to the appropriate model tier to reduce total runtime without persistence or verification loops.

Smart routing directs delegated tasks to the most cost- and capability-appropriate agent tier, categorized as LOW, STANDARD, or THOROUGH, ensuring each parallel task matches the required processing level.

Delegating tasks in parallel requires firing independent tasks simultaneously while providing explicit model parameters during delegation, enabling concurrent execution across multiple agent tiers.

Workflow orchestration supports background execution for long-running operations, allowing independent tasks to run concurrently while completion is managed externally without enforcing persistence.

Parallel task orchestration does not include persistence or automated verification loops, providing a lightweight lifecycle designed for short-lived concurrent tasks managed externally.

Parallel agent routing should be avoided for workflows with dependent tasks, or when automated verification loops and state persistence are required, as it only supports independent concurrent execution.