Data Engineering
Recent Articles
Side Outputs vs. Filters vs. Partitions: Choosing the Right Branching Primitive in Apache Beam
Silent Pipeline Failures: Detecting Zero-Row Publishes on GCP
Index-Free Adjacency: Why Neo4j Traversals Scale Where Relational Joins Fail
Stage-Hash-MERGE: Building Rerun-Safe ETL Pipelines on BigQuery
BigQuery Slots: When Flat-Rate Beats On-Demand
Audit-Ready Data Pipelines: PII Governance in BigQuery + Dataflow
Building Production Reverse ETL Pipelines for GTM Systems
Event Time ≠ Processing Time: Handling Out-of-Order Streams
Why Workflow Orchestration Matters in Distributed Systems
Case Studies
© 2025 BeautifulCode. All rights reserved.