fct-orchestration

Multi-agent workflows are coordinated by planning tasks, spawning workers for parallel exploration, and synthesizing their outputs into cohesive results. This framework reduces drift and speeds up complex task outcomes.

The best way to orchestrate parallel exploration is using a fan-out pattern. This divides work into parallel tasks and uses TaskCreate and TaskUpdate primitives to track progress and consolidate results.

Yes, pipeline patterns support sequential integrations in task orchestration. They enable sequential task processing where downstream agents integrate and synthesize results from upstream tasks.

Multi-agent orchestration relies on TaskCreate and TaskUpdate primitives to track progress and manage blockers. These task-management primitives ensure structured execution and consolidated results.

You need a structured framework for multi-agent task management when orchestrating complex tasks like PR reviews, incident response, or feature rollouts, where unstructured execution risks errors and drift.

Orchestrating complex tasks without a structured plan causes drift and errors, making it difficult to track progress and synthesize results. A structured framework is necessary to manage blockers and ensure cohesive outcomes.