swarm-orchestration

Multi-agent collaboration for cross-module refactoring is coordinated by deploying a hierarchical swarm topology that distributes specialized agents across files. This routes tasks hierarchically to prevent drift during complex software changes.

Hierarchical swarm topology is a coordination structure that distributes software engineering tasks across specialized agents. It routes work through a predefined hierarchy to execute complex changes across multiple modules reliably.

Yes, multi-agent orchestration supports API changes with tests by spawning and monitoring specialized agents. The CLI orchestrates these agents to execute cross-module modifications while tracking progress through real-time hooks.

The best way to monitor agents during feature implementation is using orchestration commands via a CLI with real-time monitoring hooks. This tracks task routing across the hierarchical swarm as agents modify multiple files.

Yes, multi-agent swarm coordination works for performance and security optimization by routing specialized tasks across modules. The hierarchical topology deploys agents to execute these complex changes while reducing manual coordination overhead.

Multi-agent orchestration should not be used for simple, single-file modifications that lack cross-module dependencies. It is designed for complex changes requiring hierarchical coordination across multiple components to prevent drift.