Incremental Sync | John Nessime

Building a GraphQL Data Ingestion Pipeline on AWS That Doesn’t Lie to You

Post category:Cloud Computing DevOps Technical Guides

A GraphQL source can hand you a 200 OK, a populated data block, and a quietly broken column in the same response. Here is how to build a GraphQL data ingestion pipeline on AWS that catches partial errors, respects cost-based rate limits, resumes cleanly from a cursor, and notices when the schema moves under you.

Zendesk Data Integration with AWS Glue Zero-ETL: The Delete Gap That Skews Your Numbers

Post category:Cloud Computing Technical Guides

AWS Glue zero-ETL replicates seven Zendesk entities, but only three of them ever remove a row. Here is how that gap quietly skews CSAT and knowledge base counts, plus the three IAM layers to wire, the two settings you cannot change after creation, and the CloudWatch metrics that make drift visible before someone spots it in a meeting.