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I Deployed My Data Pipeline to AWS. Then Everything That Was “Local” Broke.

L3 · BuilderTutorials & GuidesTowards Data Science· 8/25/2026

Practical migration experience with specific technical challenges helps builders avoid common pitfalls when moving from local to cloud deployment.

AI Summary

A developer shares hard-won lessons about migrating a local data pipeline to AWS, revealing unexpected dependencies on 'everything running on one machine'.

Excerpt

What moving a Dockerized pipeline off my laptop taught me about containers, networking, and hidden assumptions. The post I Deployed My Data Pipeline to AWS. Then Everything That Was “Local” Broke. appeared first on Towards Data Science.

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