run-parallel-agents-feature-debug

To debug multiple unrelated issues concurrently, you can orchestrate parallel debugging agents that work simultaneously. This approach requires clustering 3+ independent problems and matching each to a specialized domain expert agent for concurrent troubleshooting and resolution.

Parallel debugging with specialized agents is the process of assigning clustered issues to domain expert agents for concurrent resolution. You need this technique when you encounter 3 or more unrelated bugs or test failures in isolated modules that need simultaneous troubleshooting.

The best way to assign unrelated bugs for concurrent resolution is analyzing and clustering the problems first, then matching each issue to the appropriate domain expert agent. This ensures specialized agents debug independent subsystem failures simultaneously rather than sequentially.

Parallel debugging agents are designed for scenarios with 3 or more independent problems in different subsystems. If you only have 2 unrelated test failures, the overhead of clustering and coordinating specialized agents may not provide efficiency benefits over sequential debugging.

Issue clustering works by analyzing multiple unrelated problems and grouping them based on subsystem independence, then matching each cluster to an appropriate specialized agent. This allows concurrent resolution because the agents troubleshoot isolated modules without conflicting with each other's debugging work.