dispatching-parallel-agents

You can fix multiple unrelated test failures in parallel by dispatching one focused agent per independent problem domain. Each agent receives a scoped prompt to investigate and resolve its assigned failure without interfering with other concurrent edits.

Parallel agent dispatching is a workflow technique that accelerates software debugging by launching multiple concurrent agents. Each agent focuses on a single independent bug or failing test file, reducing wall-clock time compared to sequential investigation.

To create scoped prompts for concurrent multi-agent task dispatch, craft self-contained instructions with clear goals, constraints, and expected outputs for each agent. This ensures each agent isolates its edits to a specific failure domain.

Yes, you can use parallel agents to fix bugs across separate subsystems if the failures have no shared state or interfering resources. The agents execute concurrently and return summaries for post-merge verification and full-suite testing.

You should not use parallel agents for test failures when the bugs share state, depend on interfering resources, or span overlapping files. The approach requires independent failure domains to prevent edit conflicts during concurrent execution.