Airtable
Software EngineerAppliedAug 6, 2026

Prevent duplicate records during sync retries

Retries are often necessary, but they can turn a temporary interruption into lasting data noise.

Teams need recovery behavior that remains safe when the source changes while a connection is unstable.

One timeout shouldn’t leave us guessing which supplier rows are real.

Marina Carvalho · Supply Chain Operations Manager

Uses recurring file imports to maintain a live vendor catalog used by purchasing and fulfillment teams.

What pulls against what

  • retry resilience vs. duplicate prevention
  • legacy compatibility vs. stable identity
  • fast containment vs. consistent import semantics

What is at stake

Retry failures are turning recoverable import interruptions into data cleanup and duplicate automation activity

Why Airtable

In Airtable, imported operational data often becomes the starting point for shared decisions and automations.

Written for

Backend integration engineerData reliability engineerProduct systems engineer

This is the setup. The work is inside.

Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.