dispatching-parallel-agents

Parallel code review requires dispatching bounded agents per independent work unit while enforcing path-collision checks. This approach collects every terminal state, preserves failures, and deduplicates overlapping findings before routing results through a triage-to-aggregation funnel.

Subagent-driven development works best by splitting work into independent units and dispatching one agent per unit with controlled concurrency. This method blocks overlapping file mutations unless work is isolated or serialized first, ensuring safe parallelism across disjoint paths.

Task orchestration handles batch results by collecting all terminal states, preserving failures, and deduplicating overlapping findings. It routes every outcome through a triage-to-aggregation funnel, delivering a single consolidated batch verdict to the caller.

Fan-out concurrency for batch review blocks overlapping file mutations unless the work is isolated or serialized first. It enforces bounded parallel dispatch and path-collision checks to prevent chaotic concurrent edits across overlapping scopes.

Parallel agent work becomes chaotic without disciplined collection and deduplication. Prevent dropped results by enforcing bounded concurrency, checking for path collisions, collecting every terminal state, and routing all findings through a triage-to-aggregation funnel.