Designing Production-Grade GenAI Automation
A dbt Ops Agent Case Study A small, well-instrumented workflow can turn dbt failures into reviewable Git changes by combining deterministic parsing, constrained... Read more.
The Data Engineer Role in a ML Pipeline
Data engineers provide the critical foundation for every successful Machine Learning (ML) deployment, supporting the powerful models and insights that often grab... Read more.
AI Agent Workflows: Pydantic AI
Building Intelligent Multi-Agent Systems with Pydantic AI In the rapidly evolving landscape of artificial intelligence, multi-agent systems have emerged as a powerful... Read more.
The Ultimate Vector Database Showdown: A Performance and Cost Deep Dive on AWS
In the age of AI, Retrieval-Augmented Generation (RAG) is king. The engine powering this revolution? The vector database. Choosing the right one is critical for... Read more.
Data Engineer – The Top 10 Books to read in 2023
Whether you are just starting out as a data engineer or you are an old pro it is always important to stay up to date on trends and technologies. In this post I will... Read more.