Feature 07: Parallel Same-DAG Behavior

Current runtime behavior does not support multiple active instances of the same DAG concurrently.

Current Limitation

A DAG is guarded by a single local socket, so only one active run of that DAG is allowed at a time.

Workarounds

  • Use separate DAG files per parameter set.

  • Use a parent DAG that fans out concurrent work inside a step.