dispatching-parallel-agents

Parallel agents enable concurrent investigation of independent failures across multiple test files. Dispatch separate agents to each failing test simultaneously, reducing total resolution time from sequential hours to the duration of a single investigation.

Yes, parallel agents work on independent failures without interference. Each agent receives a specific test file or subsystem scope, generates focused fixes, and delivers per-domain summaries concurrently when failures have different root causes.

Parallel agents are designed for 3+ unrelated failures across different test files or subsystems with no shared state. Below that threshold, sequential investigation may be more efficient than agent coordination overhead.

Each agent operates within a defined scope—a specific test file or subsystem—with explicit constraints that isolate investigations. Agents maintain independent state and generate domain-specific fixes without cross-contamination.

You receive per-domain summaries and fixes for each investigated failure. Each agent delivers focused remediation targeting its assigned scope, enabling rapid integration of all fixes across your codebase.