Replication has historically been a battle between rigid contracts and fast iteration . QuackRep argues that you don’t need to choose—by leaning on duck typing, you get without sacrificing reliability . The framework’s minimalistic interface ( to_quack / from_quack ) lets you stay in the language you love, while its plug‑and‑play sink architecture keeps you platform‑agnostic.

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Author: Maya Patel, Senior Engineer, Duck Labs Contact: maya@ducklabs.io | @maya_quackrep on X

# Create a replicator that watches an in‑memory list replicator = Replicator( source=lambda: USERS_IN_MEMORY, # a callable that returns iterable of Users sink=sink, policy="batch_size": 10, "flush_interval": 2 )