orchestrating-swarms

Multi-agent parallel code reviews require a coordinator to spawn background agents with worktree isolation for each target diff. This prevents merge conflicts by keeping independent file or module modifications isolated across agents.

Synthesizing outputs from parallel agents involves a central coordinator that deduplicates findings and assigns severities. The coordinator waits for all background agents to finish before merging results into a single unified report.

Fan-out and fan-in pipelines support sequential-phased execution where multiple agents run concurrently during the fan-out stage. The fan-in stage then synthesizes and deduplicates all agent outputs into a final unified result.

Divide-and-conquer implementations enforce caps on parallelism to avoid conflicts and manage resource limits. You should spawn background agents within these enforced governance rules to safely speed multi-file implementations.

Worktree isolation is needed for multi-agent orchestration whenever agents write code simultaneously. It prevents merge conflicts by ensuring each background agent operates on an independent git diff within its own isolated worktree.

Multi-agent swarm orchestration supports security audits by splitting independent files or modules across specialized background agents. The coordinator then synthesizes the concurrent findings into a single prioritized list of issues.