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 3 articles tagged #AI
Most people see DE Copilot as a code generation tool. The real engine sits in the middle - a metadata abstraction layer that transforms enterprise STTMs into unlimited engineering deliverables.
Can a metadata-driven engine understand and generate engineering artifacts from large, complex STTM documents without custom coding for every project? Here is what happened when we put it to the test.
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.