orchestrating-swarms

Multi-agent orchestration coordinates multiple Claude Code agents by structuring tasks, messages, and dependencies so work can be parallelized without manual handoffs. It supports the TeammateTool and Task system to synchronize results across a team of concurrent workers.

Managing dependencies in a multi-agent pipeline requires structured workflows that automatically unblock downstream agents. This orchestration approach enforces task dependencies, allowing sequential pipeline stages to trigger automatically once prerequisite agent tasks are completed.

Dynamically assigning tasks to Claude Code agents is possible using self-organizing swarms. Agents dynamically claim available work from a shared queue, balancing the load across the team and ensuring continuous parallel execution without manual task delegation.

Preventing race conditions during concurrent multi-agent execution requires structured orchestration workflows that guard against miscoordination. By enforcing clear task boundaries and synchronizing message handoffs, agents avoid conflicting modifications and maintain workflow integrity.

Claude Code supports concurrent code reviews through multi-agent orchestration. You can coordinate reviewers, testers, and integration tasks to run concurrently, automatically feeding findings back to a central lead agent for synchronized results.