Practical articles on AI, Data Engineering, Metadata-Driven Development, Snowflake, Enterprise Architecture, and Modern Data Platforms.
Real-world engineering lessons, technical deep dives, and implementation guides by Amit Singh · 11 articles published
Showing 2 articles tagged #automation
The promise of AI-assisted data engineering is compelling. But can a language model actually read a Source-to-Target Mapping and produce artifacts that are production-ready? Here is an honest look at what works, what does not, and what the path forward looks like.
Data engineering teams spend a disproportionate amount of time on work that is mechanical, predictable, and automatable. This article quantifies that cost and examines what it means for team capacity, delivery speed, and engineer satisfaction.