SyncMachina Engineering

Notes from building the machinery behind reliable sync.

No content farm. Just practical explanations based on implementation work: state, retries, data-model mismatches and the operational details integrations hide.

Why two-way sync breaks: loops, conflicts, retries and lossy data models

A two-way integration is not two API calls facing opposite directions. It is a persistent state machine that must remember what happened, distinguish echoes from new intent and survive partial failure.

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