dispatching-parallel-agents

Parallel debugging for independent test failures is done by grouping failures by root cause and dispatching one agent per problem domain to investigate concurrently. Each agent receives a focused objective and runs independently to reduce total remediation time.

The best way to triage multiple failing subsystems concurrently is to create focused agent tasks for isolated domains. You assign one clear objective per subsystem and dispatch all agents in parallel, aggregating the summarized results upon completion.

You should use parallel agents for test failure investigation when you have three or more test files or subsystems failing independently. It applies when each domain can be addressed without context from others, allowing for structured task isolation.

Investigating dependent test failures using parallel agent dispatch is not recommended. This approach applies only when subsystems fail independently and each domain can be addressed without context from others, ensuring task isolation remains effective.