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  1. Implements true parallel executor
  2. Implements global context manager so that it's all managed centrally and is process/thread safe
  3. Creates factory methods for transformers to avoid type issues

Limitations: When running parallel processes, you can't pass functions from functions. All functions used by the process must be top level or custom pickling needs to happen.

@ringoldsdev ringoldsdev merged commit 8e3b322 into main Jul 18, 2025
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2 participants