dispatching-parallel-agents

You can dispatch parallel agents to investigate unrelated test failures by assigning each independent subsystem to a dedicated agent with focused scope and clear goals, ensuring no shared state exists between them during bug investigation.

The best way to coordinate multiple bug investigations is dispatching parallel agents where each agent owns a single problem domain, followed by a unified review orchestration layer that merges summaries and verifies no conflicts before integration.

Yes, you can run specialized agents for independent domain detection by grouping failing tests or subsystems by root cause, ensuring each agent receives a focused scope, clear goals, and constraints using provided role templates.

To merge results from parallel agents without conflicts, use a unified requesting-code-review entry point to integrate agent summaries, run the full test suite, and verify that no conflicts exist before final integration.

You should avoid using parallel agents for bug investigation when failures are not independent and share state across subsystems, as this approach relies on each agent owning a single problem domain with no shared state.

Dispatching parallel agents does not work well for sequential test failure diagnosis because it is designed for independent failures that can be diagnosed and resolved in parallel without shared state between agents.